{"recipe_id":"bug_fix","title":"Bug fix","category":"maintenance","description":"Plan and execute bug fix while adapting to the existing project architecture.","keywords":["bug","fix","regression","defect"],"inspect":["Inspect relevant source and configuration","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"minimal_patch","description":"minimal patch"},{"name":"root_cause_fix","description":"root cause fix"}],"typical_tasks":["Inspect relevant source and configuration","Apply minimal compatible change","Run focused regression validation"],"validators":["focused_tests","project_tests"],"constraints":["preserve public behavior","avoid unrelated rewrites"],"text":"Bug fix","example_index":0}
{"recipe_id":"bug_fix","title":"Bug fix","category":"maintenance","description":"Plan and execute bug fix while adapting to the existing project architecture.","keywords":["bug","fix","regression","defect"],"inspect":["Inspect relevant source and configuration","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"minimal_patch","description":"minimal patch"},{"name":"root_cause_fix","description":"root cause fix"}],"typical_tasks":["Inspect relevant source and configuration","Apply minimal compatible change","Run focused regression validation"],"validators":["focused_tests","project_tests"],"constraints":["preserve public behavior","avoid unrelated rewrites"],"text":"Implement bug fix in this project","example_index":1}
{"recipe_id":"bug_fix","title":"Bug fix","category":"maintenance","description":"Plan and execute bug fix while adapting to the existing project architecture.","keywords":["bug","fix","regression","defect"],"inspect":["Inspect relevant source and configuration","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"minimal_patch","description":"minimal patch"},{"name":"root_cause_fix","description":"root cause fix"}],"typical_tasks":["Inspect relevant source and configuration","Apply minimal compatible change","Run focused regression validation"],"validators":["focused_tests","project_tests"],"constraints":["preserve public behavior","avoid unrelated rewrites"],"text":"I need to bug for the existing application","example_index":2}
{"recipe_id":"bug_fix","title":"Bug fix","category":"maintenance","description":"Plan and execute bug fix while adapting to the existing project architecture.","keywords":["bug","fix","regression","defect"],"inspect":["Inspect relevant source and configuration","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"minimal_patch","description":"minimal patch"},{"name":"root_cause_fix","description":"root cause fix"}],"typical_tasks":["Inspect relevant source and configuration","Apply minimal compatible change","Run focused regression validation"],"validators":["focused_tests","project_tests"],"constraints":["preserve public behavior","avoid unrelated rewrites"],"text":"Please handle defect without rewriting unrelated code","example_index":3}
{"recipe_id":"failing_test_repair","title":"Failing test repair","category":"testing","description":"Plan and execute failing test repair while adapting to the existing project architecture.","keywords":["failing test","pytest","test failure","repair test"],"inspect":["Inspect test harness and failing/target behavior","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"test_first_repair","description":"test first repair"},{"name":"implementation_repair","description":"implementation repair"}],"typical_tasks":["Inspect test harness and failing/target behavior","Implement or repair focused tests/implementation","Run focused tests then broader suite"],"validators":["focused_tests","project_tests"],"constraints":["do not disable tests","keep tests deterministic"],"text":"Failing test repair","example_index":0}
{"recipe_id":"failing_test_repair","title":"Failing test repair","category":"testing","description":"Plan and execute failing test repair while adapting to the existing project architecture.","keywords":["failing test","pytest","test failure","repair test"],"inspect":["Inspect test harness and failing/target behavior","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"test_first_repair","description":"test first repair"},{"name":"implementation_repair","description":"implementation repair"}],"typical_tasks":["Inspect test harness and failing/target behavior","Implement or repair focused tests/implementation","Run focused tests then broader suite"],"validators":["focused_tests","project_tests"],"constraints":["do not disable tests","keep tests deterministic"],"text":"Implement failing test repair in this project","example_index":1}
{"recipe_id":"failing_test_repair","title":"Failing test repair","category":"testing","description":"Plan and execute failing test repair while adapting to the existing project architecture.","keywords":["failing test","pytest","test failure","repair test"],"inspect":["Inspect test harness and failing/target behavior","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"test_first_repair","description":"test first repair"},{"name":"implementation_repair","description":"implementation repair"}],"typical_tasks":["Inspect test harness and failing/target behavior","Implement or repair focused tests/implementation","Run focused tests then broader suite"],"validators":["focused_tests","project_tests"],"constraints":["do not disable tests","keep tests deterministic"],"text":"I need to failing test for the existing application","example_index":2}
{"recipe_id":"failing_test_repair","title":"Failing test repair","category":"testing","description":"Plan and execute failing test repair while adapting to the existing project architecture.","keywords":["failing test","pytest","test failure","repair test"],"inspect":["Inspect test harness and failing/target behavior","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"test_first_repair","description":"test first repair"},{"name":"implementation_repair","description":"implementation repair"}],"typical_tasks":["Inspect test harness and failing/target behavior","Implement or repair focused tests/implementation","Run focused tests then broader suite"],"validators":["focused_tests","project_tests"],"constraints":["do not disable tests","keep tests deterministic"],"text":"Please handle repair test without rewriting unrelated code","example_index":3}
{"recipe_id":"dependency_upgrade","title":"Dependency upgrade","category":"maintenance","description":"Plan and execute dependency upgrade while adapting to the existing project architecture.","keywords":["dependency","upgrade","package","version"],"inspect":["Inspect relevant source and configuration","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"in_place_upgrade","description":"in place upgrade"},{"name":"compatibility_migration","description":"compatibility migration"}],"typical_tasks":["Inspect relevant source and configuration","Apply minimal compatible change","Run focused regression validation"],"validators":["focused_tests","project_tests"],"constraints":["preserve public behavior","avoid unrelated rewrites"],"text":"Dependency upgrade","example_index":0}
{"recipe_id":"dependency_upgrade","title":"Dependency upgrade","category":"maintenance","description":"Plan and execute dependency upgrade while adapting to the existing project architecture.","keywords":["dependency","upgrade","package","version"],"inspect":["Inspect relevant source and configuration","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"in_place_upgrade","description":"in place upgrade"},{"name":"compatibility_migration","description":"compatibility migration"}],"typical_tasks":["Inspect relevant source and configuration","Apply minimal compatible change","Run focused regression validation"],"validators":["focused_tests","project_tests"],"constraints":["preserve public behavior","avoid unrelated rewrites"],"text":"Implement dependency upgrade in this project","example_index":1}
{"recipe_id":"dependency_upgrade","title":"Dependency upgrade","category":"maintenance","description":"Plan and execute dependency upgrade while adapting to the existing project architecture.","keywords":["dependency","upgrade","package","version"],"inspect":["Inspect relevant source and configuration","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"in_place_upgrade","description":"in place upgrade"},{"name":"compatibility_migration","description":"compatibility migration"}],"typical_tasks":["Inspect relevant source and configuration","Apply minimal compatible change","Run focused regression validation"],"validators":["focused_tests","project_tests"],"constraints":["preserve public behavior","avoid unrelated rewrites"],"text":"I need to dependency for the existing application","example_index":2}
{"recipe_id":"dependency_upgrade","title":"Dependency upgrade","category":"maintenance","description":"Plan and execute dependency upgrade while adapting to the existing project architecture.","keywords":["dependency","upgrade","package","version"],"inspect":["Inspect relevant source and configuration","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"in_place_upgrade","description":"in place upgrade"},{"name":"compatibility_migration","description":"compatibility migration"}],"typical_tasks":["Inspect relevant source and configuration","Apply minimal compatible change","Run focused regression validation"],"validators":["focused_tests","project_tests"],"constraints":["preserve public behavior","avoid unrelated rewrites"],"text":"Please handle version without rewriting unrelated code","example_index":3}
{"recipe_id":"framework_upgrade","title":"Framework upgrade","category":"maintenance","description":"Plan and execute framework upgrade while adapting to the existing project architecture.","keywords":["framework","upgrade","django","fastapi","react"],"inspect":["Inspect relevant source and configuration","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"incremental_framework_upgrade","description":"incremental framework upgrade"},{"name":"compatibility_migration","description":"compatibility migration"}],"typical_tasks":["Inspect relevant source and configuration","Apply minimal compatible change","Run focused regression validation"],"validators":["focused_tests","project_tests"],"constraints":["preserve public behavior","avoid unrelated rewrites"],"text":"Framework upgrade","example_index":0}
{"recipe_id":"framework_upgrade","title":"Framework upgrade","category":"maintenance","description":"Plan and execute framework upgrade while adapting to the existing project architecture.","keywords":["framework","upgrade","django","fastapi","react"],"inspect":["Inspect relevant source and configuration","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"incremental_framework_upgrade","description":"incremental framework upgrade"},{"name":"compatibility_migration","description":"compatibility migration"}],"typical_tasks":["Inspect relevant source and configuration","Apply minimal compatible change","Run focused regression validation"],"validators":["focused_tests","project_tests"],"constraints":["preserve public behavior","avoid unrelated rewrites"],"text":"Implement framework upgrade in this project","example_index":1}
{"recipe_id":"framework_upgrade","title":"Framework upgrade","category":"maintenance","description":"Plan and execute framework upgrade while adapting to the existing project architecture.","keywords":["framework","upgrade","django","fastapi","react"],"inspect":["Inspect relevant source and configuration","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"incremental_framework_upgrade","description":"incremental framework upgrade"},{"name":"compatibility_migration","description":"compatibility migration"}],"typical_tasks":["Inspect relevant source and configuration","Apply minimal compatible change","Run focused regression validation"],"validators":["focused_tests","project_tests"],"constraints":["preserve public behavior","avoid unrelated rewrites"],"text":"I need to framework for the existing application","example_index":2}
{"recipe_id":"framework_upgrade","title":"Framework upgrade","category":"maintenance","description":"Plan and execute framework upgrade while adapting to the existing project architecture.","keywords":["framework","upgrade","django","fastapi","react"],"inspect":["Inspect relevant source and configuration","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"incremental_framework_upgrade","description":"incremental framework upgrade"},{"name":"compatibility_migration","description":"compatibility migration"}],"typical_tasks":["Inspect relevant source and configuration","Apply minimal compatible change","Run focused regression validation"],"validators":["focused_tests","project_tests"],"constraints":["preserve public behavior","avoid unrelated rewrites"],"text":"Please handle react without rewriting unrelated code","example_index":3}
{"recipe_id":"python_version_upgrade","title":"Python version upgrade","category":"maintenance","description":"Plan and execute python version upgrade while adapting to the existing project architecture.","keywords":["python version","pyproject","runtime upgrade"],"inspect":["Inspect relevant source and configuration","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"runtime_upgrade","description":"runtime upgrade"}],"typical_tasks":["Inspect relevant source and configuration","Apply minimal compatible change","Run focused regression validation"],"validators":["focused_tests","project_tests"],"constraints":["preserve public behavior","avoid unrelated rewrites"],"text":"Python version upgrade","example_index":0}
{"recipe_id":"python_version_upgrade","title":"Python version upgrade","category":"maintenance","description":"Plan and execute python version upgrade while adapting to the existing project architecture.","keywords":["python version","pyproject","runtime upgrade"],"inspect":["Inspect relevant source and configuration","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"runtime_upgrade","description":"runtime upgrade"}],"typical_tasks":["Inspect relevant source and configuration","Apply minimal compatible change","Run focused regression validation"],"validators":["focused_tests","project_tests"],"constraints":["preserve public behavior","avoid unrelated rewrites"],"text":"Implement python version upgrade in this project","example_index":1}
{"recipe_id":"python_version_upgrade","title":"Python version upgrade","category":"maintenance","description":"Plan and execute python version upgrade while adapting to the existing project architecture.","keywords":["python version","pyproject","runtime upgrade"],"inspect":["Inspect relevant source and configuration","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"runtime_upgrade","description":"runtime upgrade"}],"typical_tasks":["Inspect relevant source and configuration","Apply minimal compatible change","Run focused regression validation"],"validators":["focused_tests","project_tests"],"constraints":["preserve public behavior","avoid unrelated rewrites"],"text":"I need to python version for the existing application","example_index":2}
{"recipe_id":"python_version_upgrade","title":"Python version upgrade","category":"maintenance","description":"Plan and execute python version upgrade while adapting to the existing project architecture.","keywords":["python version","pyproject","runtime upgrade"],"inspect":["Inspect relevant source and configuration","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"runtime_upgrade","description":"runtime upgrade"}],"typical_tasks":["Inspect relevant source and configuration","Apply minimal compatible change","Run focused regression validation"],"validators":["focused_tests","project_tests"],"constraints":["preserve public behavior","avoid unrelated rewrites"],"text":"Please handle runtime upgrade without rewriting unrelated code","example_index":3}
{"recipe_id":"node_version_upgrade","title":"Node.js version upgrade","category":"maintenance","description":"Plan and execute node.js version upgrade while adapting to the existing project architecture.","keywords":["node version","npm","pnpm","runtime upgrade"],"inspect":["Inspect relevant source and configuration","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"runtime_upgrade","description":"runtime upgrade"}],"typical_tasks":["Inspect relevant source and configuration","Apply minimal compatible change","Run focused regression validation"],"validators":["focused_tests","project_tests"],"constraints":["preserve public behavior","avoid unrelated rewrites"],"text":"Node.js version upgrade","example_index":0}
{"recipe_id":"node_version_upgrade","title":"Node.js version upgrade","category":"maintenance","description":"Plan and execute node.js version upgrade while adapting to the existing project architecture.","keywords":["node version","npm","pnpm","runtime upgrade"],"inspect":["Inspect relevant source and configuration","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"runtime_upgrade","description":"runtime upgrade"}],"typical_tasks":["Inspect relevant source and configuration","Apply minimal compatible change","Run focused regression validation"],"validators":["focused_tests","project_tests"],"constraints":["preserve public behavior","avoid unrelated rewrites"],"text":"Implement node.js version upgrade in this project","example_index":1}
{"recipe_id":"node_version_upgrade","title":"Node.js version upgrade","category":"maintenance","description":"Plan and execute node.js version upgrade while adapting to the existing project architecture.","keywords":["node version","npm","pnpm","runtime upgrade"],"inspect":["Inspect relevant source and configuration","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"runtime_upgrade","description":"runtime upgrade"}],"typical_tasks":["Inspect relevant source and configuration","Apply minimal compatible change","Run focused regression validation"],"validators":["focused_tests","project_tests"],"constraints":["preserve public behavior","avoid unrelated rewrites"],"text":"I need to node version for the existing application","example_index":2}
{"recipe_id":"node_version_upgrade","title":"Node.js version upgrade","category":"maintenance","description":"Plan and execute node.js version upgrade while adapting to the existing project architecture.","keywords":["node version","npm","pnpm","runtime upgrade"],"inspect":["Inspect relevant source and configuration","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"runtime_upgrade","description":"runtime upgrade"}],"typical_tasks":["Inspect relevant source and configuration","Apply minimal compatible change","Run focused regression validation"],"validators":["focused_tests","project_tests"],"constraints":["preserve public behavior","avoid unrelated rewrites"],"text":"Please handle runtime upgrade without rewriting unrelated code","example_index":3}
{"recipe_id":"security_patch","title":"Security patch","category":"security","description":"Plan and execute security patch while adapting to the existing project architecture.","keywords":["security","vulnerability","cve","patch"],"inspect":["Inspect trust boundaries and current security mechanism","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"minimal_security_patch","description":"minimal security patch"},{"name":"dependency_security_upgrade","description":"dependency security upgrade"}],"typical_tasks":["Inspect trust boundaries and current security mechanism","Implement least-privilege compatible change","Run security-focused and regression validation"],"validators":["focused_tests","project_tests","security_constraints"],"constraints":["do not weaken existing controls","do not expose secrets"],"text":"Security patch","example_index":0}
{"recipe_id":"security_patch","title":"Security patch","category":"security","description":"Plan and execute security patch while adapting to the existing project architecture.","keywords":["security","vulnerability","cve","patch"],"inspect":["Inspect trust boundaries and current security mechanism","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"minimal_security_patch","description":"minimal security patch"},{"name":"dependency_security_upgrade","description":"dependency security upgrade"}],"typical_tasks":["Inspect trust boundaries and current security mechanism","Implement least-privilege compatible change","Run security-focused and regression validation"],"validators":["focused_tests","project_tests","security_constraints"],"constraints":["do not weaken existing controls","do not expose secrets"],"text":"Implement security patch in this project","example_index":1}
{"recipe_id":"security_patch","title":"Security patch","category":"security","description":"Plan and execute security patch while adapting to the existing project architecture.","keywords":["security","vulnerability","cve","patch"],"inspect":["Inspect trust boundaries and current security mechanism","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"minimal_security_patch","description":"minimal security patch"},{"name":"dependency_security_upgrade","description":"dependency security upgrade"}],"typical_tasks":["Inspect trust boundaries and current security mechanism","Implement least-privilege compatible change","Run security-focused and regression validation"],"validators":["focused_tests","project_tests","security_constraints"],"constraints":["do not weaken existing controls","do not expose secrets"],"text":"I need to security for the existing application","example_index":2}
{"recipe_id":"security_patch","title":"Security patch","category":"security","description":"Plan and execute security patch while adapting to the existing project architecture.","keywords":["security","vulnerability","cve","patch"],"inspect":["Inspect trust boundaries and current security mechanism","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"minimal_security_patch","description":"minimal security patch"},{"name":"dependency_security_upgrade","description":"dependency security upgrade"}],"typical_tasks":["Inspect trust boundaries and current security mechanism","Implement least-privilege compatible change","Run security-focused and regression validation"],"validators":["focused_tests","project_tests","security_constraints"],"constraints":["do not weaken existing controls","do not expose secrets"],"text":"Please handle patch without rewriting unrelated code","example_index":3}
{"recipe_id":"performance_optimization","title":"Performance optimization","category":"quality","description":"Plan and execute performance optimization while adapting to the existing project architecture.","keywords":["performance","slow","latency","optimize"],"inspect":["Measure or reproduce current issue","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"measure_then_optimize","description":"measure then optimize"},{"name":"hot_path_optimization","description":"hot path optimization"}],"typical_tasks":["Measure or reproduce current issue","Apply focused improvement","Validate behavior and regression risk"],"validators":["focused_tests","project_tests"],"constraints":["preserve external behavior unless requested"],"text":"Performance optimization","example_index":0}
{"recipe_id":"performance_optimization","title":"Performance optimization","category":"quality","description":"Plan and execute performance optimization while adapting to the existing project architecture.","keywords":["performance","slow","latency","optimize"],"inspect":["Measure or reproduce current issue","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"measure_then_optimize","description":"measure then optimize"},{"name":"hot_path_optimization","description":"hot path optimization"}],"typical_tasks":["Measure or reproduce current issue","Apply focused improvement","Validate behavior and regression risk"],"validators":["focused_tests","project_tests"],"constraints":["preserve external behavior unless requested"],"text":"Implement performance optimization in this project","example_index":1}
{"recipe_id":"performance_optimization","title":"Performance optimization","category":"quality","description":"Plan and execute performance optimization while adapting to the existing project architecture.","keywords":["performance","slow","latency","optimize"],"inspect":["Measure or reproduce current issue","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"measure_then_optimize","description":"measure then optimize"},{"name":"hot_path_optimization","description":"hot path optimization"}],"typical_tasks":["Measure or reproduce current issue","Apply focused improvement","Validate behavior and regression risk"],"validators":["focused_tests","project_tests"],"constraints":["preserve external behavior unless requested"],"text":"I need to performance for the existing application","example_index":2}
{"recipe_id":"performance_optimization","title":"Performance optimization","category":"quality","description":"Plan and execute performance optimization while adapting to the existing project architecture.","keywords":["performance","slow","latency","optimize"],"inspect":["Measure or reproduce current issue","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"measure_then_optimize","description":"measure then optimize"},{"name":"hot_path_optimization","description":"hot path optimization"}],"typical_tasks":["Measure or reproduce current issue","Apply focused improvement","Validate behavior and regression risk"],"validators":["focused_tests","project_tests"],"constraints":["preserve external behavior unless requested"],"text":"Please handle optimize without rewriting unrelated code","example_index":3}
{"recipe_id":"memory_leak_fix","title":"Memory leak fix","category":"quality","description":"Plan and execute memory leak fix while adapting to the existing project architecture.","keywords":["memory leak","memory growth","heap","leak"],"inspect":["Measure or reproduce current issue","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"profile_and_fix","description":"profile and fix"}],"typical_tasks":["Measure or reproduce current issue","Apply focused improvement","Validate behavior and regression risk"],"validators":["focused_tests","project_tests"],"constraints":["preserve external behavior unless requested"],"text":"Memory leak fix","example_index":0}
{"recipe_id":"memory_leak_fix","title":"Memory leak fix","category":"quality","description":"Plan and execute memory leak fix while adapting to the existing project architecture.","keywords":["memory leak","memory growth","heap","leak"],"inspect":["Measure or reproduce current issue","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"profile_and_fix","description":"profile and fix"}],"typical_tasks":["Measure or reproduce current issue","Apply focused improvement","Validate behavior and regression risk"],"validators":["focused_tests","project_tests"],"constraints":["preserve external behavior unless requested"],"text":"Implement memory leak fix in this project","example_index":1}
{"recipe_id":"memory_leak_fix","title":"Memory leak fix","category":"quality","description":"Plan and execute memory leak fix while adapting to the existing project architecture.","keywords":["memory leak","memory growth","heap","leak"],"inspect":["Measure or reproduce current issue","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"profile_and_fix","description":"profile and fix"}],"typical_tasks":["Measure or reproduce current issue","Apply focused improvement","Validate behavior and regression risk"],"validators":["focused_tests","project_tests"],"constraints":["preserve external behavior unless requested"],"text":"I need to memory leak for the existing application","example_index":2}
{"recipe_id":"memory_leak_fix","title":"Memory leak fix","category":"quality","description":"Plan and execute memory leak fix while adapting to the existing project architecture.","keywords":["memory leak","memory growth","heap","leak"],"inspect":["Measure or reproduce current issue","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"profile_and_fix","description":"profile and fix"}],"typical_tasks":["Measure or reproduce current issue","Apply focused improvement","Validate behavior and regression risk"],"validators":["focused_tests","project_tests"],"constraints":["preserve external behavior unless requested"],"text":"Please handle leak without rewriting unrelated code","example_index":3}
{"recipe_id":"concurrency_bug_fix","title":"Concurrency bug fix","category":"quality","description":"Plan and execute concurrency bug fix while adapting to the existing project architecture.","keywords":["race condition","concurrency","deadlock","async"],"inspect":["Measure or reproduce current issue","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"reproduce_then_synchronize","description":"reproduce then synchronize"},{"name":"idempotency_fix","description":"idempotency fix"}],"typical_tasks":["Measure or reproduce current issue","Apply focused improvement","Validate behavior and regression risk"],"validators":["focused_tests","project_tests"],"constraints":["preserve external behavior unless requested"],"text":"Concurrency bug fix","example_index":0}
{"recipe_id":"concurrency_bug_fix","title":"Concurrency bug fix","category":"quality","description":"Plan and execute concurrency bug fix while adapting to the existing project architecture.","keywords":["race condition","concurrency","deadlock","async"],"inspect":["Measure or reproduce current issue","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"reproduce_then_synchronize","description":"reproduce then synchronize"},{"name":"idempotency_fix","description":"idempotency fix"}],"typical_tasks":["Measure or reproduce current issue","Apply focused improvement","Validate behavior and regression risk"],"validators":["focused_tests","project_tests"],"constraints":["preserve external behavior unless requested"],"text":"Implement concurrency bug fix in this project","example_index":1}
{"recipe_id":"concurrency_bug_fix","title":"Concurrency bug fix","category":"quality","description":"Plan and execute concurrency bug fix while adapting to the existing project architecture.","keywords":["race condition","concurrency","deadlock","async"],"inspect":["Measure or reproduce current issue","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"reproduce_then_synchronize","description":"reproduce then synchronize"},{"name":"idempotency_fix","description":"idempotency fix"}],"typical_tasks":["Measure or reproduce current issue","Apply focused improvement","Validate behavior and regression risk"],"validators":["focused_tests","project_tests"],"constraints":["preserve external behavior unless requested"],"text":"I need to race condition for the existing application","example_index":2}
{"recipe_id":"concurrency_bug_fix","title":"Concurrency bug fix","category":"quality","description":"Plan and execute concurrency bug fix while adapting to the existing project architecture.","keywords":["race condition","concurrency","deadlock","async"],"inspect":["Measure or reproduce current issue","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"reproduce_then_synchronize","description":"reproduce then synchronize"},{"name":"idempotency_fix","description":"idempotency fix"}],"typical_tasks":["Measure or reproduce current issue","Apply focused improvement","Validate behavior and regression risk"],"validators":["focused_tests","project_tests"],"constraints":["preserve external behavior unless requested"],"text":"Please handle async without rewriting unrelated code","example_index":3}
{"recipe_id":"logging_addition","title":"Logging addition","category":"observability","description":"Plan and execute logging addition while adapting to the existing project architecture.","keywords":["logging","logs","structured log"],"inspect":["Inspect existing logging/metrics conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"structured_logging","description":"structured logging"}],"typical_tasks":["Inspect existing logging/metrics conventions","Add instrumentation at relevant boundaries","Validate emitted signal without leaking secrets"],"validators":["focused_tests","project_tests"],"constraints":["no sensitive data in telemetry"],"text":"Logging addition","example_index":0}
{"recipe_id":"logging_addition","title":"Logging addition","category":"observability","description":"Plan and execute logging addition while adapting to the existing project architecture.","keywords":["logging","logs","structured log"],"inspect":["Inspect existing logging/metrics conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"structured_logging","description":"structured logging"}],"typical_tasks":["Inspect existing logging/metrics conventions","Add instrumentation at relevant boundaries","Validate emitted signal without leaking secrets"],"validators":["focused_tests","project_tests"],"constraints":["no sensitive data in telemetry"],"text":"Implement logging addition in this project","example_index":1}
{"recipe_id":"logging_addition","title":"Logging addition","category":"observability","description":"Plan and execute logging addition while adapting to the existing project architecture.","keywords":["logging","logs","structured log"],"inspect":["Inspect existing logging/metrics conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"structured_logging","description":"structured logging"}],"typical_tasks":["Inspect existing logging/metrics conventions","Add instrumentation at relevant boundaries","Validate emitted signal without leaking secrets"],"validators":["focused_tests","project_tests"],"constraints":["no sensitive data in telemetry"],"text":"I need to logging for the existing application","example_index":2}
{"recipe_id":"logging_addition","title":"Logging addition","category":"observability","description":"Plan and execute logging addition while adapting to the existing project architecture.","keywords":["logging","logs","structured log"],"inspect":["Inspect existing logging/metrics conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"structured_logging","description":"structured logging"}],"typical_tasks":["Inspect existing logging/metrics conventions","Add instrumentation at relevant boundaries","Validate emitted signal without leaking secrets"],"validators":["focused_tests","project_tests"],"constraints":["no sensitive data in telemetry"],"text":"Please handle structured log without rewriting unrelated code","example_index":3}
{"recipe_id":"observability_addition","title":"Observability addition","category":"observability","description":"Plan and execute observability addition while adapting to the existing project architecture.","keywords":["observability","trace","telemetry","opentelemetry"],"inspect":["Inspect existing logging/metrics conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"metrics_logs_traces","description":"metrics logs traces"}],"typical_tasks":["Inspect existing logging/metrics conventions","Add instrumentation at relevant boundaries","Validate emitted signal without leaking secrets"],"validators":["focused_tests","project_tests"],"constraints":["no sensitive data in telemetry"],"text":"Observability addition","example_index":0}
{"recipe_id":"observability_addition","title":"Observability addition","category":"observability","description":"Plan and execute observability addition while adapting to the existing project architecture.","keywords":["observability","trace","telemetry","opentelemetry"],"inspect":["Inspect existing logging/metrics conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"metrics_logs_traces","description":"metrics logs traces"}],"typical_tasks":["Inspect existing logging/metrics conventions","Add instrumentation at relevant boundaries","Validate emitted signal without leaking secrets"],"validators":["focused_tests","project_tests"],"constraints":["no sensitive data in telemetry"],"text":"Implement observability addition in this project","example_index":1}
{"recipe_id":"observability_addition","title":"Observability addition","category":"observability","description":"Plan and execute observability addition while adapting to the existing project architecture.","keywords":["observability","trace","telemetry","opentelemetry"],"inspect":["Inspect existing logging/metrics conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"metrics_logs_traces","description":"metrics logs traces"}],"typical_tasks":["Inspect existing logging/metrics conventions","Add instrumentation at relevant boundaries","Validate emitted signal without leaking secrets"],"validators":["focused_tests","project_tests"],"constraints":["no sensitive data in telemetry"],"text":"I need to observability for the existing application","example_index":2}
{"recipe_id":"observability_addition","title":"Observability addition","category":"observability","description":"Plan and execute observability addition while adapting to the existing project architecture.","keywords":["observability","trace","telemetry","opentelemetry"],"inspect":["Inspect existing logging/metrics conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"metrics_logs_traces","description":"metrics logs traces"}],"typical_tasks":["Inspect existing logging/metrics conventions","Add instrumentation at relevant boundaries","Validate emitted signal without leaking secrets"],"validators":["focused_tests","project_tests"],"constraints":["no sensitive data in telemetry"],"text":"Please handle opentelemetry without rewriting unrelated code","example_index":3}
{"recipe_id":"error_handling_improvement","title":"Error handling improvement","category":"quality","description":"Plan and execute error handling improvement while adapting to the existing project architecture.","keywords":["error handling","exceptions","failure handling"],"inspect":["Measure or reproduce current issue","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"typed_errors","description":"typed errors"},{"name":"boundary_handling","description":"boundary handling"}],"typical_tasks":["Measure or reproduce current issue","Apply focused improvement","Validate behavior and regression risk"],"validators":["focused_tests","project_tests"],"constraints":["preserve external behavior unless requested"],"text":"Error handling improvement","example_index":0}
{"recipe_id":"error_handling_improvement","title":"Error handling improvement","category":"quality","description":"Plan and execute error handling improvement while adapting to the existing project architecture.","keywords":["error handling","exceptions","failure handling"],"inspect":["Measure or reproduce current issue","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"typed_errors","description":"typed errors"},{"name":"boundary_handling","description":"boundary handling"}],"typical_tasks":["Measure or reproduce current issue","Apply focused improvement","Validate behavior and regression risk"],"validators":["focused_tests","project_tests"],"constraints":["preserve external behavior unless requested"],"text":"Implement error handling improvement in this project","example_index":1}
{"recipe_id":"error_handling_improvement","title":"Error handling improvement","category":"quality","description":"Plan and execute error handling improvement while adapting to the existing project architecture.","keywords":["error handling","exceptions","failure handling"],"inspect":["Measure or reproduce current issue","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"typed_errors","description":"typed errors"},{"name":"boundary_handling","description":"boundary handling"}],"typical_tasks":["Measure or reproduce current issue","Apply focused improvement","Validate behavior and regression risk"],"validators":["focused_tests","project_tests"],"constraints":["preserve external behavior unless requested"],"text":"I need to error handling for the existing application","example_index":2}
{"recipe_id":"error_handling_improvement","title":"Error handling improvement","category":"quality","description":"Plan and execute error handling improvement while adapting to the existing project architecture.","keywords":["error handling","exceptions","failure handling"],"inspect":["Measure or reproduce current issue","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"typed_errors","description":"typed errors"},{"name":"boundary_handling","description":"boundary handling"}],"typical_tasks":["Measure or reproduce current issue","Apply focused improvement","Validate behavior and regression risk"],"validators":["focused_tests","project_tests"],"constraints":["preserve external behavior unless requested"],"text":"Please handle failure handling without rewriting unrelated code","example_index":3}
{"recipe_id":"code_refactor","title":"Code refactor","category":"maintenance","description":"Plan and execute code refactor while adapting to the existing project architecture.","keywords":["refactor","cleanup code","restructure"],"inspect":["Inspect relevant source and configuration","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"behavior_preserving_refactor","description":"behavior preserving refactor"}],"typical_tasks":["Inspect relevant source and configuration","Apply minimal compatible change","Run focused regression validation"],"validators":["focused_tests","project_tests"],"constraints":["preserve public behavior","avoid unrelated rewrites"],"text":"Code refactor","example_index":0}
{"recipe_id":"code_refactor","title":"Code refactor","category":"maintenance","description":"Plan and execute code refactor while adapting to the existing project architecture.","keywords":["refactor","cleanup code","restructure"],"inspect":["Inspect relevant source and configuration","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"behavior_preserving_refactor","description":"behavior preserving refactor"}],"typical_tasks":["Inspect relevant source and configuration","Apply minimal compatible change","Run focused regression validation"],"validators":["focused_tests","project_tests"],"constraints":["preserve public behavior","avoid unrelated rewrites"],"text":"Implement code refactor in this project","example_index":1}
{"recipe_id":"code_refactor","title":"Code refactor","category":"maintenance","description":"Plan and execute code refactor while adapting to the existing project architecture.","keywords":["refactor","cleanup code","restructure"],"inspect":["Inspect relevant source and configuration","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"behavior_preserving_refactor","description":"behavior preserving refactor"}],"typical_tasks":["Inspect relevant source and configuration","Apply minimal compatible change","Run focused regression validation"],"validators":["focused_tests","project_tests"],"constraints":["preserve public behavior","avoid unrelated rewrites"],"text":"I need to refactor for the existing application","example_index":2}
{"recipe_id":"code_refactor","title":"Code refactor","category":"maintenance","description":"Plan and execute code refactor while adapting to the existing project architecture.","keywords":["refactor","cleanup code","restructure"],"inspect":["Inspect relevant source and configuration","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"behavior_preserving_refactor","description":"behavior preserving refactor"}],"typical_tasks":["Inspect relevant source and configuration","Apply minimal compatible change","Run focused regression validation"],"validators":["focused_tests","project_tests"],"constraints":["preserve public behavior","avoid unrelated rewrites"],"text":"Please handle restructure without rewriting unrelated code","example_index":3}
{"recipe_id":"dead_code_removal","title":"Dead code removal","category":"maintenance","description":"Plan and execute dead code removal while adapting to the existing project architecture.","keywords":["dead code","unused","remove obsolete"],"inspect":["Inspect relevant source and configuration","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"reference_check_then_remove","description":"reference check then remove"}],"typical_tasks":["Inspect relevant source and configuration","Apply minimal compatible change","Run focused regression validation"],"validators":["focused_tests","project_tests"],"constraints":["preserve public behavior","avoid unrelated rewrites"],"text":"Dead code removal","example_index":0}
{"recipe_id":"dead_code_removal","title":"Dead code removal","category":"maintenance","description":"Plan and execute dead code removal while adapting to the existing project architecture.","keywords":["dead code","unused","remove obsolete"],"inspect":["Inspect relevant source and configuration","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"reference_check_then_remove","description":"reference check then remove"}],"typical_tasks":["Inspect relevant source and configuration","Apply minimal compatible change","Run focused regression validation"],"validators":["focused_tests","project_tests"],"constraints":["preserve public behavior","avoid unrelated rewrites"],"text":"Implement dead code removal in this project","example_index":1}
{"recipe_id":"dead_code_removal","title":"Dead code removal","category":"maintenance","description":"Plan and execute dead code removal while adapting to the existing project architecture.","keywords":["dead code","unused","remove obsolete"],"inspect":["Inspect relevant source and configuration","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"reference_check_then_remove","description":"reference check then remove"}],"typical_tasks":["Inspect relevant source and configuration","Apply minimal compatible change","Run focused regression validation"],"validators":["focused_tests","project_tests"],"constraints":["preserve public behavior","avoid unrelated rewrites"],"text":"I need to dead code for the existing application","example_index":2}
{"recipe_id":"dead_code_removal","title":"Dead code removal","category":"maintenance","description":"Plan and execute dead code removal while adapting to the existing project architecture.","keywords":["dead code","unused","remove obsolete"],"inspect":["Inspect relevant source and configuration","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"reference_check_then_remove","description":"reference check then remove"}],"typical_tasks":["Inspect relevant source and configuration","Apply minimal compatible change","Run focused regression validation"],"validators":["focused_tests","project_tests"],"constraints":["preserve public behavior","avoid unrelated rewrites"],"text":"Please handle remove obsolete without rewriting unrelated code","example_index":3}
{"recipe_id":"type_hints_addition","title":"Type hints addition","category":"quality","description":"Plan and execute type hints addition while adapting to the existing project architecture.","keywords":["type hints","typing","mypy","types"],"inspect":["Measure or reproduce current issue","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"incremental_typing","description":"incremental typing"}],"typical_tasks":["Measure or reproduce current issue","Apply focused improvement","Validate behavior and regression risk"],"validators":["focused_tests","project_tests"],"constraints":["preserve external behavior unless requested"],"text":"Type hints addition","example_index":0}
{"recipe_id":"type_hints_addition","title":"Type hints addition","category":"quality","description":"Plan and execute type hints addition while adapting to the existing project architecture.","keywords":["type hints","typing","mypy","types"],"inspect":["Measure or reproduce current issue","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"incremental_typing","description":"incremental typing"}],"typical_tasks":["Measure or reproduce current issue","Apply focused improvement","Validate behavior and regression risk"],"validators":["focused_tests","project_tests"],"constraints":["preserve external behavior unless requested"],"text":"Implement type hints addition in this project","example_index":1}
{"recipe_id":"type_hints_addition","title":"Type hints addition","category":"quality","description":"Plan and execute type hints addition while adapting to the existing project architecture.","keywords":["type hints","typing","mypy","types"],"inspect":["Measure or reproduce current issue","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"incremental_typing","description":"incremental typing"}],"typical_tasks":["Measure or reproduce current issue","Apply focused improvement","Validate behavior and regression risk"],"validators":["focused_tests","project_tests"],"constraints":["preserve external behavior unless requested"],"text":"I need to type hints for the existing application","example_index":2}
{"recipe_id":"type_hints_addition","title":"Type hints addition","category":"quality","description":"Plan and execute type hints addition while adapting to the existing project architecture.","keywords":["type hints","typing","mypy","types"],"inspect":["Measure or reproduce current issue","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"incremental_typing","description":"incremental typing"}],"typical_tasks":["Measure or reproduce current issue","Apply focused improvement","Validate behavior and regression risk"],"validators":["focused_tests","project_tests"],"constraints":["preserve external behavior unless requested"],"text":"Please handle types without rewriting unrelated code","example_index":3}
{"recipe_id":"lint_cleanup","title":"Lint cleanup","category":"quality","description":"Plan and execute lint cleanup while adapting to the existing project architecture.","keywords":["lint","ruff","eslint","warnings"],"inspect":["Measure or reproduce current issue","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"lint_driven_cleanup","description":"lint driven cleanup"}],"typical_tasks":["Measure or reproduce current issue","Apply focused improvement","Validate behavior and regression risk"],"validators":["focused_tests","project_tests"],"constraints":["preserve external behavior unless requested"],"text":"Lint cleanup","example_index":0}
{"recipe_id":"lint_cleanup","title":"Lint cleanup","category":"quality","description":"Plan and execute lint cleanup while adapting to the existing project architecture.","keywords":["lint","ruff","eslint","warnings"],"inspect":["Measure or reproduce current issue","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"lint_driven_cleanup","description":"lint driven cleanup"}],"typical_tasks":["Measure or reproduce current issue","Apply focused improvement","Validate behavior and regression risk"],"validators":["focused_tests","project_tests"],"constraints":["preserve external behavior unless requested"],"text":"Implement lint cleanup in this project","example_index":1}
{"recipe_id":"lint_cleanup","title":"Lint cleanup","category":"quality","description":"Plan and execute lint cleanup while adapting to the existing project architecture.","keywords":["lint","ruff","eslint","warnings"],"inspect":["Measure or reproduce current issue","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"lint_driven_cleanup","description":"lint driven cleanup"}],"typical_tasks":["Measure or reproduce current issue","Apply focused improvement","Validate behavior and regression risk"],"validators":["focused_tests","project_tests"],"constraints":["preserve external behavior unless requested"],"text":"I need to lint for the existing application","example_index":2}
{"recipe_id":"lint_cleanup","title":"Lint cleanup","category":"quality","description":"Plan and execute lint cleanup while adapting to the existing project architecture.","keywords":["lint","ruff","eslint","warnings"],"inspect":["Measure or reproduce current issue","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"lint_driven_cleanup","description":"lint driven cleanup"}],"typical_tasks":["Measure or reproduce current issue","Apply focused improvement","Validate behavior and regression risk"],"validators":["focused_tests","project_tests"],"constraints":["preserve external behavior unless requested"],"text":"Please handle warnings without rewriting unrelated code","example_index":3}
{"recipe_id":"formatting_cleanup","title":"Formatting cleanup","category":"quality","description":"Plan and execute formatting cleanup while adapting to the existing project architecture.","keywords":["formatting","black","prettier","format"],"inspect":["Measure or reproduce current issue","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"formatter_only","description":"formatter only"}],"typical_tasks":["Measure or reproduce current issue","Apply focused improvement","Validate behavior and regression risk"],"validators":["focused_tests","project_tests"],"constraints":["preserve external behavior unless requested"],"text":"Formatting cleanup","example_index":0}
{"recipe_id":"formatting_cleanup","title":"Formatting cleanup","category":"quality","description":"Plan and execute formatting cleanup while adapting to the existing project architecture.","keywords":["formatting","black","prettier","format"],"inspect":["Measure or reproduce current issue","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"formatter_only","description":"formatter only"}],"typical_tasks":["Measure or reproduce current issue","Apply focused improvement","Validate behavior and regression risk"],"validators":["focused_tests","project_tests"],"constraints":["preserve external behavior unless requested"],"text":"Implement formatting cleanup in this project","example_index":1}
{"recipe_id":"formatting_cleanup","title":"Formatting cleanup","category":"quality","description":"Plan and execute formatting cleanup while adapting to the existing project architecture.","keywords":["formatting","black","prettier","format"],"inspect":["Measure or reproduce current issue","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"formatter_only","description":"formatter only"}],"typical_tasks":["Measure or reproduce current issue","Apply focused improvement","Validate behavior and regression risk"],"validators":["focused_tests","project_tests"],"constraints":["preserve external behavior unless requested"],"text":"I need to formatting for the existing application","example_index":2}
{"recipe_id":"formatting_cleanup","title":"Formatting cleanup","category":"quality","description":"Plan and execute formatting cleanup while adapting to the existing project architecture.","keywords":["formatting","black","prettier","format"],"inspect":["Measure or reproduce current issue","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"formatter_only","description":"formatter only"}],"typical_tasks":["Measure or reproduce current issue","Apply focused improvement","Validate behavior and regression risk"],"validators":["focused_tests","project_tests"],"constraints":["preserve external behavior unless requested"],"text":"Please handle format without rewriting unrelated code","example_index":3}
{"recipe_id":"unit_test_addition","title":"Unit test addition","category":"testing","description":"Plan and execute unit test addition while adapting to the existing project architecture.","keywords":["unit tests","pytest","jest","test unit"],"inspect":["Inspect test harness and failing/target behavior","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"isolated_unit_tests","description":"isolated unit tests"}],"typical_tasks":["Inspect test harness and failing/target behavior","Implement or repair focused tests/implementation","Run focused tests then broader suite"],"validators":["focused_tests","project_tests"],"constraints":["do not disable tests","keep tests deterministic"],"text":"Unit test addition","example_index":0}
{"recipe_id":"unit_test_addition","title":"Unit test addition","category":"testing","description":"Plan and execute unit test addition while adapting to the existing project architecture.","keywords":["unit tests","pytest","jest","test unit"],"inspect":["Inspect test harness and failing/target behavior","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"isolated_unit_tests","description":"isolated unit tests"}],"typical_tasks":["Inspect test harness and failing/target behavior","Implement or repair focused tests/implementation","Run focused tests then broader suite"],"validators":["focused_tests","project_tests"],"constraints":["do not disable tests","keep tests deterministic"],"text":"Implement unit test addition in this project","example_index":1}
{"recipe_id":"unit_test_addition","title":"Unit test addition","category":"testing","description":"Plan and execute unit test addition while adapting to the existing project architecture.","keywords":["unit tests","pytest","jest","test unit"],"inspect":["Inspect test harness and failing/target behavior","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"isolated_unit_tests","description":"isolated unit tests"}],"typical_tasks":["Inspect test harness and failing/target behavior","Implement or repair focused tests/implementation","Run focused tests then broader suite"],"validators":["focused_tests","project_tests"],"constraints":["do not disable tests","keep tests deterministic"],"text":"I need to unit tests for the existing application","example_index":2}
{"recipe_id":"unit_test_addition","title":"Unit test addition","category":"testing","description":"Plan and execute unit test addition while adapting to the existing project architecture.","keywords":["unit tests","pytest","jest","test unit"],"inspect":["Inspect test harness and failing/target behavior","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"isolated_unit_tests","description":"isolated unit tests"}],"typical_tasks":["Inspect test harness and failing/target behavior","Implement or repair focused tests/implementation","Run focused tests then broader suite"],"validators":["focused_tests","project_tests"],"constraints":["do not disable tests","keep tests deterministic"],"text":"Please handle test unit without rewriting unrelated code","example_index":3}
{"recipe_id":"integration_test_addition","title":"Integration test addition","category":"testing","description":"Plan and execute integration test addition while adapting to the existing project architecture.","keywords":["integration tests","integration test"],"inspect":["Inspect test harness and failing/target behavior","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"boundary_integration_tests","description":"boundary integration tests"}],"typical_tasks":["Inspect test harness and failing/target behavior","Implement or repair focused tests/implementation","Run focused tests then broader suite"],"validators":["focused_tests","project_tests"],"constraints":["do not disable tests","keep tests deterministic"],"text":"Integration test addition","example_index":0}
{"recipe_id":"integration_test_addition","title":"Integration test addition","category":"testing","description":"Plan and execute integration test addition while adapting to the existing project architecture.","keywords":["integration tests","integration test"],"inspect":["Inspect test harness and failing/target behavior","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"boundary_integration_tests","description":"boundary integration tests"}],"typical_tasks":["Inspect test harness and failing/target behavior","Implement or repair focused tests/implementation","Run focused tests then broader suite"],"validators":["focused_tests","project_tests"],"constraints":["do not disable tests","keep tests deterministic"],"text":"Implement integration test addition in this project","example_index":1}
{"recipe_id":"integration_test_addition","title":"Integration test addition","category":"testing","description":"Plan and execute integration test addition while adapting to the existing project architecture.","keywords":["integration tests","integration test"],"inspect":["Inspect test harness and failing/target behavior","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"boundary_integration_tests","description":"boundary integration tests"}],"typical_tasks":["Inspect test harness and failing/target behavior","Implement or repair focused tests/implementation","Run focused tests then broader suite"],"validators":["focused_tests","project_tests"],"constraints":["do not disable tests","keep tests deterministic"],"text":"I need to integration tests for the existing application","example_index":2}
{"recipe_id":"integration_test_addition","title":"Integration test addition","category":"testing","description":"Plan and execute integration test addition while adapting to the existing project architecture.","keywords":["integration tests","integration test"],"inspect":["Inspect test harness and failing/target behavior","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"boundary_integration_tests","description":"boundary integration tests"}],"typical_tasks":["Inspect test harness and failing/target behavior","Implement or repair focused tests/implementation","Run focused tests then broader suite"],"validators":["focused_tests","project_tests"],"constraints":["do not disable tests","keep tests deterministic"],"text":"Please handle integration test without rewriting unrelated code","example_index":3}
{"recipe_id":"e2e_test_addition","title":"End-to-end test addition","category":"testing","description":"Plan and execute end-to-end test addition while adapting to the existing project architecture.","keywords":["e2e","end to end","playwright","cypress"],"inspect":["Inspect test harness and failing/target behavior","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"critical_path_e2e","description":"critical path e2e"}],"typical_tasks":["Inspect test harness and failing/target behavior","Implement or repair focused tests/implementation","Run focused tests then broader suite"],"validators":["focused_tests","project_tests"],"constraints":["do not disable tests","keep tests deterministic"],"text":"End-to-end test addition","example_index":0}
{"recipe_id":"e2e_test_addition","title":"End-to-end test addition","category":"testing","description":"Plan and execute end-to-end test addition while adapting to the existing project architecture.","keywords":["e2e","end to end","playwright","cypress"],"inspect":["Inspect test harness and failing/target behavior","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"critical_path_e2e","description":"critical path e2e"}],"typical_tasks":["Inspect test harness and failing/target behavior","Implement or repair focused tests/implementation","Run focused tests then broader suite"],"validators":["focused_tests","project_tests"],"constraints":["do not disable tests","keep tests deterministic"],"text":"Implement end-to-end test addition in this project","example_index":1}
{"recipe_id":"e2e_test_addition","title":"End-to-end test addition","category":"testing","description":"Plan and execute end-to-end test addition while adapting to the existing project architecture.","keywords":["e2e","end to end","playwright","cypress"],"inspect":["Inspect test harness and failing/target behavior","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"critical_path_e2e","description":"critical path e2e"}],"typical_tasks":["Inspect test harness and failing/target behavior","Implement or repair focused tests/implementation","Run focused tests then broader suite"],"validators":["focused_tests","project_tests"],"constraints":["do not disable tests","keep tests deterministic"],"text":"I need to e2e for the existing application","example_index":2}
{"recipe_id":"e2e_test_addition","title":"End-to-end test addition","category":"testing","description":"Plan and execute end-to-end test addition while adapting to the existing project architecture.","keywords":["e2e","end to end","playwright","cypress"],"inspect":["Inspect test harness and failing/target behavior","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"critical_path_e2e","description":"critical path e2e"}],"typical_tasks":["Inspect test harness and failing/target behavior","Implement or repair focused tests/implementation","Run focused tests then broader suite"],"validators":["focused_tests","project_tests"],"constraints":["do not disable tests","keep tests deterministic"],"text":"Please handle cypress without rewriting unrelated code","example_index":3}
{"recipe_id":"test_coverage_improvement","title":"Test coverage improvement","category":"testing","description":"Plan and execute test coverage improvement while adapting to the existing project architecture.","keywords":["coverage","increase tests","untested"],"inspect":["Inspect test harness and failing/target behavior","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"risk_based_coverage","description":"risk based coverage"}],"typical_tasks":["Inspect test harness and failing/target behavior","Implement or repair focused tests/implementation","Run focused tests then broader suite"],"validators":["focused_tests","project_tests"],"constraints":["do not disable tests","keep tests deterministic"],"text":"Test coverage improvement","example_index":0}
{"recipe_id":"test_coverage_improvement","title":"Test coverage improvement","category":"testing","description":"Plan and execute test coverage improvement while adapting to the existing project architecture.","keywords":["coverage","increase tests","untested"],"inspect":["Inspect test harness and failing/target behavior","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"risk_based_coverage","description":"risk based coverage"}],"typical_tasks":["Inspect test harness and failing/target behavior","Implement or repair focused tests/implementation","Run focused tests then broader suite"],"validators":["focused_tests","project_tests"],"constraints":["do not disable tests","keep tests deterministic"],"text":"Implement test coverage improvement in this project","example_index":1}
{"recipe_id":"test_coverage_improvement","title":"Test coverage improvement","category":"testing","description":"Plan and execute test coverage improvement while adapting to the existing project architecture.","keywords":["coverage","increase tests","untested"],"inspect":["Inspect test harness and failing/target behavior","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"risk_based_coverage","description":"risk based coverage"}],"typical_tasks":["Inspect test harness and failing/target behavior","Implement or repair focused tests/implementation","Run focused tests then broader suite"],"validators":["focused_tests","project_tests"],"constraints":["do not disable tests","keep tests deterministic"],"text":"I need to coverage for the existing application","example_index":2}
{"recipe_id":"test_coverage_improvement","title":"Test coverage improvement","category":"testing","description":"Plan and execute test coverage improvement while adapting to the existing project architecture.","keywords":["coverage","increase tests","untested"],"inspect":["Inspect test harness and failing/target behavior","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"risk_based_coverage","description":"risk based coverage"}],"typical_tasks":["Inspect test harness and failing/target behavior","Implement or repair focused tests/implementation","Run focused tests then broader suite"],"validators":["focused_tests","project_tests"],"constraints":["do not disable tests","keep tests deterministic"],"text":"Please handle untested without rewriting unrelated code","example_index":3}
{"recipe_id":"test_flakiness_fix","title":"Flaky test fix","category":"testing","description":"Plan and execute flaky test fix while adapting to the existing project architecture.","keywords":["flaky test","intermittent test","nondeterministic"],"inspect":["Inspect test harness and failing/target behavior","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"stabilize_test_dependencies","description":"stabilize test dependencies"}],"typical_tasks":["Inspect test harness and failing/target behavior","Implement or repair focused tests/implementation","Run focused tests then broader suite"],"validators":["focused_tests","project_tests"],"constraints":["do not disable tests","keep tests deterministic"],"text":"Flaky test fix","example_index":0}
{"recipe_id":"test_flakiness_fix","title":"Flaky test fix","category":"testing","description":"Plan and execute flaky test fix while adapting to the existing project architecture.","keywords":["flaky test","intermittent test","nondeterministic"],"inspect":["Inspect test harness and failing/target behavior","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"stabilize_test_dependencies","description":"stabilize test dependencies"}],"typical_tasks":["Inspect test harness and failing/target behavior","Implement or repair focused tests/implementation","Run focused tests then broader suite"],"validators":["focused_tests","project_tests"],"constraints":["do not disable tests","keep tests deterministic"],"text":"Implement flaky test fix in this project","example_index":1}
{"recipe_id":"test_flakiness_fix","title":"Flaky test fix","category":"testing","description":"Plan and execute flaky test fix while adapting to the existing project architecture.","keywords":["flaky test","intermittent test","nondeterministic"],"inspect":["Inspect test harness and failing/target behavior","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"stabilize_test_dependencies","description":"stabilize test dependencies"}],"typical_tasks":["Inspect test harness and failing/target behavior","Implement or repair focused tests/implementation","Run focused tests then broader suite"],"validators":["focused_tests","project_tests"],"constraints":["do not disable tests","keep tests deterministic"],"text":"I need to flaky test for the existing application","example_index":2}
{"recipe_id":"test_flakiness_fix","title":"Flaky test fix","category":"testing","description":"Plan and execute flaky test fix while adapting to the existing project architecture.","keywords":["flaky test","intermittent test","nondeterministic"],"inspect":["Inspect test harness and failing/target behavior","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"stabilize_test_dependencies","description":"stabilize test dependencies"}],"typical_tasks":["Inspect test harness and failing/target behavior","Implement or repair focused tests/implementation","Run focused tests then broader suite"],"validators":["focused_tests","project_tests"],"constraints":["do not disable tests","keep tests deterministic"],"text":"Please handle nondeterministic without rewriting unrelated code","example_index":3}
{"recipe_id":"rest_api_endpoint","title":"REST API endpoint","category":"backend","description":"Plan and execute rest api endpoint while adapting to the existing project architecture.","keywords":["rest api","endpoint","route","http api"],"inspect":["Inspect framework routes/services and contracts","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"existing_framework_route","description":"existing framework route"},{"name":"service_repository_route","description":"service repository route"}],"typical_tasks":["Inspect framework routes/services and contracts","Implement focused backend capability","Run API/unit/integration validation"],"validators":["focused_tests","project_tests"],"constraints":["reuse existing framework and conventions"],"text":"REST API endpoint","example_index":0}
{"recipe_id":"rest_api_endpoint","title":"REST API endpoint","category":"backend","description":"Plan and execute rest api endpoint while adapting to the existing project architecture.","keywords":["rest api","endpoint","route","http api"],"inspect":["Inspect framework routes/services and contracts","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"existing_framework_route","description":"existing framework route"},{"name":"service_repository_route","description":"service repository route"}],"typical_tasks":["Inspect framework routes/services and contracts","Implement focused backend capability","Run API/unit/integration validation"],"validators":["focused_tests","project_tests"],"constraints":["reuse existing framework and conventions"],"text":"Implement rest api endpoint in this project","example_index":1}
{"recipe_id":"rest_api_endpoint","title":"REST API endpoint","category":"backend","description":"Plan and execute rest api endpoint while adapting to the existing project architecture.","keywords":["rest api","endpoint","route","http api"],"inspect":["Inspect framework routes/services and contracts","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"existing_framework_route","description":"existing framework route"},{"name":"service_repository_route","description":"service repository route"}],"typical_tasks":["Inspect framework routes/services and contracts","Implement focused backend capability","Run API/unit/integration validation"],"validators":["focused_tests","project_tests"],"constraints":["reuse existing framework and conventions"],"text":"I need to rest api for the existing application","example_index":2}
{"recipe_id":"rest_api_endpoint","title":"REST API endpoint","category":"backend","description":"Plan and execute rest api endpoint while adapting to the existing project architecture.","keywords":["rest api","endpoint","route","http api"],"inspect":["Inspect framework routes/services and contracts","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"existing_framework_route","description":"existing framework route"},{"name":"service_repository_route","description":"service repository route"}],"typical_tasks":["Inspect framework routes/services and contracts","Implement focused backend capability","Run API/unit/integration validation"],"validators":["focused_tests","project_tests"],"constraints":["reuse existing framework and conventions"],"text":"Please handle http api without rewriting unrelated code","example_index":3}
{"recipe_id":"graphql_endpoint","title":"GraphQL endpoint","category":"backend","description":"Plan and execute graphql endpoint while adapting to the existing project architecture.","keywords":["graphql","resolver","mutation","query"],"inspect":["Inspect framework routes/services and contracts","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"schema_resolver","description":"schema resolver"}],"typical_tasks":["Inspect framework routes/services and contracts","Implement focused backend capability","Run API/unit/integration validation"],"validators":["focused_tests","project_tests"],"constraints":["reuse existing framework and conventions"],"text":"GraphQL endpoint","example_index":0}
{"recipe_id":"graphql_endpoint","title":"GraphQL endpoint","category":"backend","description":"Plan and execute graphql endpoint while adapting to the existing project architecture.","keywords":["graphql","resolver","mutation","query"],"inspect":["Inspect framework routes/services and contracts","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"schema_resolver","description":"schema resolver"}],"typical_tasks":["Inspect framework routes/services and contracts","Implement focused backend capability","Run API/unit/integration validation"],"validators":["focused_tests","project_tests"],"constraints":["reuse existing framework and conventions"],"text":"Implement graphql endpoint in this project","example_index":1}
{"recipe_id":"graphql_endpoint","title":"GraphQL endpoint","category":"backend","description":"Plan and execute graphql endpoint while adapting to the existing project architecture.","keywords":["graphql","resolver","mutation","query"],"inspect":["Inspect framework routes/services and contracts","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"schema_resolver","description":"schema resolver"}],"typical_tasks":["Inspect framework routes/services and contracts","Implement focused backend capability","Run API/unit/integration validation"],"validators":["focused_tests","project_tests"],"constraints":["reuse existing framework and conventions"],"text":"I need to graphql for the existing application","example_index":2}
{"recipe_id":"graphql_endpoint","title":"GraphQL endpoint","category":"backend","description":"Plan and execute graphql endpoint while adapting to the existing project architecture.","keywords":["graphql","resolver","mutation","query"],"inspect":["Inspect framework routes/services and contracts","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"schema_resolver","description":"schema resolver"}],"typical_tasks":["Inspect framework routes/services and contracts","Implement focused backend capability","Run API/unit/integration validation"],"validators":["focused_tests","project_tests"],"constraints":["reuse existing framework and conventions"],"text":"Please handle query without rewriting unrelated code","example_index":3}
{"recipe_id":"grpc_service","title":"gRPC service","category":"backend","description":"Plan and execute grpc service while adapting to the existing project architecture.","keywords":["grpc","protobuf","proto service"],"inspect":["Inspect framework routes/services and contracts","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"proto_first_service","description":"proto first service"}],"typical_tasks":["Inspect framework routes/services and contracts","Implement focused backend capability","Run API/unit/integration validation"],"validators":["focused_tests","project_tests"],"constraints":["reuse existing framework and conventions"],"text":"gRPC service","example_index":0}
{"recipe_id":"grpc_service","title":"gRPC service","category":"backend","description":"Plan and execute grpc service while adapting to the existing project architecture.","keywords":["grpc","protobuf","proto service"],"inspect":["Inspect framework routes/services and contracts","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"proto_first_service","description":"proto first service"}],"typical_tasks":["Inspect framework routes/services and contracts","Implement focused backend capability","Run API/unit/integration validation"],"validators":["focused_tests","project_tests"],"constraints":["reuse existing framework and conventions"],"text":"Implement grpc service in this project","example_index":1}
{"recipe_id":"grpc_service","title":"gRPC service","category":"backend","description":"Plan and execute grpc service while adapting to the existing project architecture.","keywords":["grpc","protobuf","proto service"],"inspect":["Inspect framework routes/services and contracts","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"proto_first_service","description":"proto first service"}],"typical_tasks":["Inspect framework routes/services and contracts","Implement focused backend capability","Run API/unit/integration validation"],"validators":["focused_tests","project_tests"],"constraints":["reuse existing framework and conventions"],"text":"I need to grpc for the existing application","example_index":2}
{"recipe_id":"grpc_service","title":"gRPC service","category":"backend","description":"Plan and execute grpc service while adapting to the existing project architecture.","keywords":["grpc","protobuf","proto service"],"inspect":["Inspect framework routes/services and contracts","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"proto_first_service","description":"proto first service"}],"typical_tasks":["Inspect framework routes/services and contracts","Implement focused backend capability","Run API/unit/integration validation"],"validators":["focused_tests","project_tests"],"constraints":["reuse existing framework and conventions"],"text":"Please handle proto service without rewriting unrelated code","example_index":3}
{"recipe_id":"websocket_feature","title":"WebSocket feature","category":"backend","description":"Plan and execute websocket feature while adapting to the existing project architecture.","keywords":["websocket","socket","realtime"],"inspect":["Inspect framework routes/services and contracts","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"framework_websocket","description":"framework websocket"}],"typical_tasks":["Inspect framework routes/services and contracts","Implement focused backend capability","Run API/unit/integration validation"],"validators":["focused_tests","project_tests"],"constraints":["reuse existing framework and conventions"],"text":"WebSocket feature","example_index":0}
{"recipe_id":"websocket_feature","title":"WebSocket feature","category":"backend","description":"Plan and execute websocket feature while adapting to the existing project architecture.","keywords":["websocket","socket","realtime"],"inspect":["Inspect framework routes/services and contracts","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"framework_websocket","description":"framework websocket"}],"typical_tasks":["Inspect framework routes/services and contracts","Implement focused backend capability","Run API/unit/integration validation"],"validators":["focused_tests","project_tests"],"constraints":["reuse existing framework and conventions"],"text":"Implement websocket feature in this project","example_index":1}
{"recipe_id":"websocket_feature","title":"WebSocket feature","category":"backend","description":"Plan and execute websocket feature while adapting to the existing project architecture.","keywords":["websocket","socket","realtime"],"inspect":["Inspect framework routes/services and contracts","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"framework_websocket","description":"framework websocket"}],"typical_tasks":["Inspect framework routes/services and contracts","Implement focused backend capability","Run API/unit/integration validation"],"validators":["focused_tests","project_tests"],"constraints":["reuse existing framework and conventions"],"text":"I need to websocket for the existing application","example_index":2}
{"recipe_id":"websocket_feature","title":"WebSocket feature","category":"backend","description":"Plan and execute websocket feature while adapting to the existing project architecture.","keywords":["websocket","socket","realtime"],"inspect":["Inspect framework routes/services and contracts","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"framework_websocket","description":"framework websocket"}],"typical_tasks":["Inspect framework routes/services and contracts","Implement focused backend capability","Run API/unit/integration validation"],"validators":["focused_tests","project_tests"],"constraints":["reuse existing framework and conventions"],"text":"Please handle realtime without rewriting unrelated code","example_index":3}
{"recipe_id":"sse_feature","title":"Server-Sent Events feature","category":"backend","description":"Plan and execute server-sent events feature while adapting to the existing project architecture.","keywords":["sse","server sent events","event stream"],"inspect":["Inspect framework routes/services and contracts","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"http_sse_stream","description":"http sse stream"}],"typical_tasks":["Inspect framework routes/services and contracts","Implement focused backend capability","Run API/unit/integration validation"],"validators":["focused_tests","project_tests"],"constraints":["reuse existing framework and conventions"],"text":"Server-Sent Events feature","example_index":0}
{"recipe_id":"sse_feature","title":"Server-Sent Events feature","category":"backend","description":"Plan and execute server-sent events feature while adapting to the existing project architecture.","keywords":["sse","server sent events","event stream"],"inspect":["Inspect framework routes/services and contracts","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"http_sse_stream","description":"http sse stream"}],"typical_tasks":["Inspect framework routes/services and contracts","Implement focused backend capability","Run API/unit/integration validation"],"validators":["focused_tests","project_tests"],"constraints":["reuse existing framework and conventions"],"text":"Implement server-sent events feature in this project","example_index":1}
{"recipe_id":"sse_feature","title":"Server-Sent Events feature","category":"backend","description":"Plan and execute server-sent events feature while adapting to the existing project architecture.","keywords":["sse","server sent events","event stream"],"inspect":["Inspect framework routes/services and contracts","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"http_sse_stream","description":"http sse stream"}],"typical_tasks":["Inspect framework routes/services and contracts","Implement focused backend capability","Run API/unit/integration validation"],"validators":["focused_tests","project_tests"],"constraints":["reuse existing framework and conventions"],"text":"I need to sse for the existing application","example_index":2}
{"recipe_id":"sse_feature","title":"Server-Sent Events feature","category":"backend","description":"Plan and execute server-sent events feature while adapting to the existing project architecture.","keywords":["sse","server sent events","event stream"],"inspect":["Inspect framework routes/services and contracts","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"http_sse_stream","description":"http sse stream"}],"typical_tasks":["Inspect framework routes/services and contracts","Implement focused backend capability","Run API/unit/integration validation"],"validators":["focused_tests","project_tests"],"constraints":["reuse existing framework and conventions"],"text":"Please handle event stream without rewriting unrelated code","example_index":3}
{"recipe_id":"cli_command","title":"CLI command","category":"backend","description":"Plan and execute cli command while adapting to the existing project architecture.","keywords":["cli command","command line","typer","click","argparse"],"inspect":["Inspect framework routes/services and contracts","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"existing_cli_command","description":"existing cli command"}],"typical_tasks":["Inspect framework routes/services and contracts","Implement focused backend capability","Run API/unit/integration validation"],"validators":["focused_tests","project_tests"],"constraints":["reuse existing framework and conventions"],"text":"CLI command","example_index":0}
{"recipe_id":"cli_command","title":"CLI command","category":"backend","description":"Plan and execute cli command while adapting to the existing project architecture.","keywords":["cli command","command line","typer","click","argparse"],"inspect":["Inspect framework routes/services and contracts","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"existing_cli_command","description":"existing cli command"}],"typical_tasks":["Inspect framework routes/services and contracts","Implement focused backend capability","Run API/unit/integration validation"],"validators":["focused_tests","project_tests"],"constraints":["reuse existing framework and conventions"],"text":"Implement cli command in this project","example_index":1}
{"recipe_id":"cli_command","title":"CLI command","category":"backend","description":"Plan and execute cli command while adapting to the existing project architecture.","keywords":["cli command","command line","typer","click","argparse"],"inspect":["Inspect framework routes/services and contracts","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"existing_cli_command","description":"existing cli command"}],"typical_tasks":["Inspect framework routes/services and contracts","Implement focused backend capability","Run API/unit/integration validation"],"validators":["focused_tests","project_tests"],"constraints":["reuse existing framework and conventions"],"text":"I need to cli command for the existing application","example_index":2}
{"recipe_id":"cli_command","title":"CLI command","category":"backend","description":"Plan and execute cli command while adapting to the existing project architecture.","keywords":["cli command","command line","typer","click","argparse"],"inspect":["Inspect framework routes/services and contracts","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"existing_cli_command","description":"existing cli command"}],"typical_tasks":["Inspect framework routes/services and contracts","Implement focused backend capability","Run API/unit/integration validation"],"validators":["focused_tests","project_tests"],"constraints":["reuse existing framework and conventions"],"text":"Please handle argparse without rewriting unrelated code","example_index":3}
{"recipe_id":"background_job","title":"Background job","category":"backend","description":"Plan and execute background job while adapting to the existing project architecture.","keywords":["background job","worker job","celery","rq"],"inspect":["Inspect framework routes/services and contracts","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"existing_queue_worker","description":"existing queue worker"},{"name":"in_process_background","description":"in process background"}],"typical_tasks":["Inspect framework routes/services and contracts","Implement focused backend capability","Run API/unit/integration validation"],"validators":["focused_tests","project_tests"],"constraints":["reuse existing framework and conventions"],"text":"Background job","example_index":0}
{"recipe_id":"background_job","title":"Background job","category":"backend","description":"Plan and execute background job while adapting to the existing project architecture.","keywords":["background job","worker job","celery","rq"],"inspect":["Inspect framework routes/services and contracts","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"existing_queue_worker","description":"existing queue worker"},{"name":"in_process_background","description":"in process background"}],"typical_tasks":["Inspect framework routes/services and contracts","Implement focused backend capability","Run API/unit/integration validation"],"validators":["focused_tests","project_tests"],"constraints":["reuse existing framework and conventions"],"text":"Implement background job in this project","example_index":1}
{"recipe_id":"background_job","title":"Background job","category":"backend","description":"Plan and execute background job while adapting to the existing project architecture.","keywords":["background job","worker job","celery","rq"],"inspect":["Inspect framework routes/services and contracts","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"existing_queue_worker","description":"existing queue worker"},{"name":"in_process_background","description":"in process background"}],"typical_tasks":["Inspect framework routes/services and contracts","Implement focused backend capability","Run API/unit/integration validation"],"validators":["focused_tests","project_tests"],"constraints":["reuse existing framework and conventions"],"text":"I need to background job for the existing application","example_index":2}
{"recipe_id":"background_job","title":"Background job","category":"backend","description":"Plan and execute background job while adapting to the existing project architecture.","keywords":["background job","worker job","celery","rq"],"inspect":["Inspect framework routes/services and contracts","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"existing_queue_worker","description":"existing queue worker"},{"name":"in_process_background","description":"in process background"}],"typical_tasks":["Inspect framework routes/services and contracts","Implement focused backend capability","Run API/unit/integration validation"],"validators":["focused_tests","project_tests"],"constraints":["reuse existing framework and conventions"],"text":"Please handle rq without rewriting unrelated code","example_index":3}
{"recipe_id":"scheduled_job","title":"Scheduled job","category":"backend","description":"Plan and execute scheduled job while adapting to the existing project architecture.","keywords":["cron","scheduled job","scheduler","periodic"],"inspect":["Inspect framework routes/services and contracts","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"scheduler_job","description":"scheduler job"}],"typical_tasks":["Inspect framework routes/services and contracts","Implement focused backend capability","Run API/unit/integration validation"],"validators":["focused_tests","project_tests"],"constraints":["reuse existing framework and conventions"],"text":"Scheduled job","example_index":0}
{"recipe_id":"scheduled_job","title":"Scheduled job","category":"backend","description":"Plan and execute scheduled job while adapting to the existing project architecture.","keywords":["cron","scheduled job","scheduler","periodic"],"inspect":["Inspect framework routes/services and contracts","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"scheduler_job","description":"scheduler job"}],"typical_tasks":["Inspect framework routes/services and contracts","Implement focused backend capability","Run API/unit/integration validation"],"validators":["focused_tests","project_tests"],"constraints":["reuse existing framework and conventions"],"text":"Implement scheduled job in this project","example_index":1}
{"recipe_id":"scheduled_job","title":"Scheduled job","category":"backend","description":"Plan and execute scheduled job while adapting to the existing project architecture.","keywords":["cron","scheduled job","scheduler","periodic"],"inspect":["Inspect framework routes/services and contracts","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"scheduler_job","description":"scheduler job"}],"typical_tasks":["Inspect framework routes/services and contracts","Implement focused backend capability","Run API/unit/integration validation"],"validators":["focused_tests","project_tests"],"constraints":["reuse existing framework and conventions"],"text":"I need to cron for the existing application","example_index":2}
{"recipe_id":"scheduled_job","title":"Scheduled job","category":"backend","description":"Plan and execute scheduled job while adapting to the existing project architecture.","keywords":["cron","scheduled job","scheduler","periodic"],"inspect":["Inspect framework routes/services and contracts","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"scheduler_job","description":"scheduler job"}],"typical_tasks":["Inspect framework routes/services and contracts","Implement focused backend capability","Run API/unit/integration validation"],"validators":["focused_tests","project_tests"],"constraints":["reuse existing framework and conventions"],"text":"Please handle periodic without rewriting unrelated code","example_index":3}
{"recipe_id":"webhook_receiver","title":"Webhook receiver","category":"integration","description":"Plan and execute webhook receiver while adapting to the existing project architecture.","keywords":["webhook receiver","webhook endpoint","callback"],"inspect":["Inspect current adapters/config and external contract","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"signed_webhook_endpoint","description":"signed webhook endpoint"}],"typical_tasks":["Inspect current adapters/config and external contract","Implement isolated adapter/integration","Validate failure modes and contract handling"],"validators":["focused_tests","project_tests"],"constraints":["isolate vendor-specific code","handle retries/idempotency where applicable"],"text":"Webhook receiver","example_index":0}
{"recipe_id":"webhook_receiver","title":"Webhook receiver","category":"integration","description":"Plan and execute webhook receiver while adapting to the existing project architecture.","keywords":["webhook receiver","webhook endpoint","callback"],"inspect":["Inspect current adapters/config and external contract","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"signed_webhook_endpoint","description":"signed webhook endpoint"}],"typical_tasks":["Inspect current adapters/config and external contract","Implement isolated adapter/integration","Validate failure modes and contract handling"],"validators":["focused_tests","project_tests"],"constraints":["isolate vendor-specific code","handle retries/idempotency where applicable"],"text":"Implement webhook receiver in this project","example_index":1}
{"recipe_id":"webhook_receiver","title":"Webhook receiver","category":"integration","description":"Plan and execute webhook receiver while adapting to the existing project architecture.","keywords":["webhook receiver","webhook endpoint","callback"],"inspect":["Inspect current adapters/config and external contract","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"signed_webhook_endpoint","description":"signed webhook endpoint"}],"typical_tasks":["Inspect current adapters/config and external contract","Implement isolated adapter/integration","Validate failure modes and contract handling"],"validators":["focused_tests","project_tests"],"constraints":["isolate vendor-specific code","handle retries/idempotency where applicable"],"text":"I need to webhook receiver for the existing application","example_index":2}
{"recipe_id":"webhook_receiver","title":"Webhook receiver","category":"integration","description":"Plan and execute webhook receiver while adapting to the existing project architecture.","keywords":["webhook receiver","webhook endpoint","callback"],"inspect":["Inspect current adapters/config and external contract","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"signed_webhook_endpoint","description":"signed webhook endpoint"}],"typical_tasks":["Inspect current adapters/config and external contract","Implement isolated adapter/integration","Validate failure modes and contract handling"],"validators":["focused_tests","project_tests"],"constraints":["isolate vendor-specific code","handle retries/idempotency where applicable"],"text":"Please handle callback without rewriting unrelated code","example_index":3}
{"recipe_id":"webhook_sender","title":"Webhook sender","category":"integration","description":"Plan and execute webhook sender while adapting to the existing project architecture.","keywords":["send webhook","outbound webhook","callback delivery"],"inspect":["Inspect current adapters/config and external contract","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"retrying_webhook_delivery","description":"retrying webhook delivery"}],"typical_tasks":["Inspect current adapters/config and external contract","Implement isolated adapter/integration","Validate failure modes and contract handling"],"validators":["focused_tests","project_tests"],"constraints":["isolate vendor-specific code","handle retries/idempotency where applicable"],"text":"Webhook sender","example_index":0}
{"recipe_id":"webhook_sender","title":"Webhook sender","category":"integration","description":"Plan and execute webhook sender while adapting to the existing project architecture.","keywords":["send webhook","outbound webhook","callback delivery"],"inspect":["Inspect current adapters/config and external contract","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"retrying_webhook_delivery","description":"retrying webhook delivery"}],"typical_tasks":["Inspect current adapters/config and external contract","Implement isolated adapter/integration","Validate failure modes and contract handling"],"validators":["focused_tests","project_tests"],"constraints":["isolate vendor-specific code","handle retries/idempotency where applicable"],"text":"Implement webhook sender in this project","example_index":1}
{"recipe_id":"webhook_sender","title":"Webhook sender","category":"integration","description":"Plan and execute webhook sender while adapting to the existing project architecture.","keywords":["send webhook","outbound webhook","callback delivery"],"inspect":["Inspect current adapters/config and external contract","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"retrying_webhook_delivery","description":"retrying webhook delivery"}],"typical_tasks":["Inspect current adapters/config and external contract","Implement isolated adapter/integration","Validate failure modes and contract handling"],"validators":["focused_tests","project_tests"],"constraints":["isolate vendor-specific code","handle retries/idempotency where applicable"],"text":"I need to send webhook for the existing application","example_index":2}
{"recipe_id":"webhook_sender","title":"Webhook sender","category":"integration","description":"Plan and execute webhook sender while adapting to the existing project architecture.","keywords":["send webhook","outbound webhook","callback delivery"],"inspect":["Inspect current adapters/config and external contract","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"retrying_webhook_delivery","description":"retrying webhook delivery"}],"typical_tasks":["Inspect current adapters/config and external contract","Implement isolated adapter/integration","Validate failure modes and contract handling"],"validators":["focused_tests","project_tests"],"constraints":["isolate vendor-specific code","handle retries/idempotency where applicable"],"text":"Please handle callback delivery without rewriting unrelated code","example_index":3}
{"recipe_id":"auth_login","title":"Authentication login","category":"security","description":"Plan and execute authentication login while adapting to the existing project architecture.","keywords":["login","authentication","sign in","auth"],"inspect":["Inspect trust boundaries and current security mechanism","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"existing_auth_extension","description":"existing auth extension"},{"name":"session_or_token_auth","description":"session or token auth"}],"typical_tasks":["Inspect trust boundaries and current security mechanism","Implement least-privilege compatible change","Run security-focused and regression validation"],"validators":["focused_tests","project_tests","security_constraints"],"constraints":["do not weaken existing controls","do not expose secrets"],"text":"Authentication login","example_index":0}
{"recipe_id":"auth_login","title":"Authentication login","category":"security","description":"Plan and execute authentication login while adapting to the existing project architecture.","keywords":["login","authentication","sign in","auth"],"inspect":["Inspect trust boundaries and current security mechanism","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"existing_auth_extension","description":"existing auth extension"},{"name":"session_or_token_auth","description":"session or token auth"}],"typical_tasks":["Inspect trust boundaries and current security mechanism","Implement least-privilege compatible change","Run security-focused and regression validation"],"validators":["focused_tests","project_tests","security_constraints"],"constraints":["do not weaken existing controls","do not expose secrets"],"text":"Implement authentication login in this project","example_index":1}
{"recipe_id":"auth_login","title":"Authentication login","category":"security","description":"Plan and execute authentication login while adapting to the existing project architecture.","keywords":["login","authentication","sign in","auth"],"inspect":["Inspect trust boundaries and current security mechanism","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"existing_auth_extension","description":"existing auth extension"},{"name":"session_or_token_auth","description":"session or token auth"}],"typical_tasks":["Inspect trust boundaries and current security mechanism","Implement least-privilege compatible change","Run security-focused and regression validation"],"validators":["focused_tests","project_tests","security_constraints"],"constraints":["do not weaken existing controls","do not expose secrets"],"text":"I need to login for the existing application","example_index":2}
{"recipe_id":"auth_login","title":"Authentication login","category":"security","description":"Plan and execute authentication login while adapting to the existing project architecture.","keywords":["login","authentication","sign in","auth"],"inspect":["Inspect trust boundaries and current security mechanism","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"existing_auth_extension","description":"existing auth extension"},{"name":"session_or_token_auth","description":"session or token auth"}],"typical_tasks":["Inspect trust boundaries and current security mechanism","Implement least-privilege compatible change","Run security-focused and regression validation"],"validators":["focused_tests","project_tests","security_constraints"],"constraints":["do not weaken existing controls","do not expose secrets"],"text":"Please handle auth without rewriting unrelated code","example_index":3}
{"recipe_id":"auth_oauth_oidc","title":"OAuth/OIDC authentication","category":"security","description":"Plan and execute oauth/oidc authentication while adapting to the existing project architecture.","keywords":["oauth","oidc","openid","pkce","sso"],"inspect":["Inspect trust boundaries and current security mechanism","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"oauth2_pkce","description":"oauth2 pkce"},{"name":"oidc_provider","description":"oidc provider"}],"typical_tasks":["Inspect trust boundaries and current security mechanism","Implement least-privilege compatible change","Run security-focused and regression validation"],"validators":["focused_tests","project_tests","security_constraints"],"constraints":["do not weaken existing controls","do not expose secrets"],"text":"OAuth/OIDC authentication","example_index":0}
{"recipe_id":"auth_oauth_oidc","title":"OAuth/OIDC authentication","category":"security","description":"Plan and execute oauth/oidc authentication while adapting to the existing project architecture.","keywords":["oauth","oidc","openid","pkce","sso"],"inspect":["Inspect trust boundaries and current security mechanism","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"oauth2_pkce","description":"oauth2 pkce"},{"name":"oidc_provider","description":"oidc provider"}],"typical_tasks":["Inspect trust boundaries and current security mechanism","Implement least-privilege compatible change","Run security-focused and regression validation"],"validators":["focused_tests","project_tests","security_constraints"],"constraints":["do not weaken existing controls","do not expose secrets"],"text":"Implement oauth/oidc authentication in this project","example_index":1}
{"recipe_id":"auth_oauth_oidc","title":"OAuth/OIDC authentication","category":"security","description":"Plan and execute oauth/oidc authentication while adapting to the existing project architecture.","keywords":["oauth","oidc","openid","pkce","sso"],"inspect":["Inspect trust boundaries and current security mechanism","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"oauth2_pkce","description":"oauth2 pkce"},{"name":"oidc_provider","description":"oidc provider"}],"typical_tasks":["Inspect trust boundaries and current security mechanism","Implement least-privilege compatible change","Run security-focused and regression validation"],"validators":["focused_tests","project_tests","security_constraints"],"constraints":["do not weaken existing controls","do not expose secrets"],"text":"I need to oauth for the existing application","example_index":2}
{"recipe_id":"auth_oauth_oidc","title":"OAuth/OIDC authentication","category":"security","description":"Plan and execute oauth/oidc authentication while adapting to the existing project architecture.","keywords":["oauth","oidc","openid","pkce","sso"],"inspect":["Inspect trust boundaries and current security mechanism","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"oauth2_pkce","description":"oauth2 pkce"},{"name":"oidc_provider","description":"oidc provider"}],"typical_tasks":["Inspect trust boundaries and current security mechanism","Implement least-privilege compatible change","Run security-focused and regression validation"],"validators":["focused_tests","project_tests","security_constraints"],"constraints":["do not weaken existing controls","do not expose secrets"],"text":"Please handle sso without rewriting unrelated code","example_index":3}
{"recipe_id":"authorization_rbac","title":"Authorization / RBAC","category":"security","description":"Plan and execute authorization / rbac while adapting to the existing project architecture.","keywords":["rbac","roles","permissions","authorization"],"inspect":["Inspect trust boundaries and current security mechanism","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"policy_guard","description":"policy guard"},{"name":"role_permission_matrix","description":"role permission matrix"}],"typical_tasks":["Inspect trust boundaries and current security mechanism","Implement least-privilege compatible change","Run security-focused and regression validation"],"validators":["focused_tests","project_tests","security_constraints"],"constraints":["do not weaken existing controls","do not expose secrets"],"text":"Authorization / RBAC","example_index":0}
{"recipe_id":"authorization_rbac","title":"Authorization / RBAC","category":"security","description":"Plan and execute authorization / rbac while adapting to the existing project architecture.","keywords":["rbac","roles","permissions","authorization"],"inspect":["Inspect trust boundaries and current security mechanism","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"policy_guard","description":"policy guard"},{"name":"role_permission_matrix","description":"role permission matrix"}],"typical_tasks":["Inspect trust boundaries and current security mechanism","Implement least-privilege compatible change","Run security-focused and regression validation"],"validators":["focused_tests","project_tests","security_constraints"],"constraints":["do not weaken existing controls","do not expose secrets"],"text":"Implement authorization / rbac in this project","example_index":1}
{"recipe_id":"authorization_rbac","title":"Authorization / RBAC","category":"security","description":"Plan and execute authorization / rbac while adapting to the existing project architecture.","keywords":["rbac","roles","permissions","authorization"],"inspect":["Inspect trust boundaries and current security mechanism","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"policy_guard","description":"policy guard"},{"name":"role_permission_matrix","description":"role permission matrix"}],"typical_tasks":["Inspect trust boundaries and current security mechanism","Implement least-privilege compatible change","Run security-focused and regression validation"],"validators":["focused_tests","project_tests","security_constraints"],"constraints":["do not weaken existing controls","do not expose secrets"],"text":"I need to rbac for the existing application","example_index":2}
{"recipe_id":"authorization_rbac","title":"Authorization / RBAC","category":"security","description":"Plan and execute authorization / rbac while adapting to the existing project architecture.","keywords":["rbac","roles","permissions","authorization"],"inspect":["Inspect trust boundaries and current security mechanism","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"policy_guard","description":"policy guard"},{"name":"role_permission_matrix","description":"role permission matrix"}],"typical_tasks":["Inspect trust boundaries and current security mechanism","Implement least-privilege compatible change","Run security-focused and regression validation"],"validators":["focused_tests","project_tests","security_constraints"],"constraints":["do not weaken existing controls","do not expose secrets"],"text":"Please handle authorization without rewriting unrelated code","example_index":3}
{"recipe_id":"api_key_auth","title":"API key authentication","category":"security","description":"Plan and execute api key authentication while adapting to the existing project architecture.","keywords":["api key","api token","service auth"],"inspect":["Inspect trust boundaries and current security mechanism","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"hashed_api_keys","description":"hashed api keys"}],"typical_tasks":["Inspect trust boundaries and current security mechanism","Implement least-privilege compatible change","Run security-focused and regression validation"],"validators":["focused_tests","project_tests","security_constraints"],"constraints":["do not weaken existing controls","do not expose secrets"],"text":"API key authentication","example_index":0}
{"recipe_id":"api_key_auth","title":"API key authentication","category":"security","description":"Plan and execute api key authentication while adapting to the existing project architecture.","keywords":["api key","api token","service auth"],"inspect":["Inspect trust boundaries and current security mechanism","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"hashed_api_keys","description":"hashed api keys"}],"typical_tasks":["Inspect trust boundaries and current security mechanism","Implement least-privilege compatible change","Run security-focused and regression validation"],"validators":["focused_tests","project_tests","security_constraints"],"constraints":["do not weaken existing controls","do not expose secrets"],"text":"Implement api key authentication in this project","example_index":1}
{"recipe_id":"api_key_auth","title":"API key authentication","category":"security","description":"Plan and execute api key authentication while adapting to the existing project architecture.","keywords":["api key","api token","service auth"],"inspect":["Inspect trust boundaries and current security mechanism","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"hashed_api_keys","description":"hashed api keys"}],"typical_tasks":["Inspect trust boundaries and current security mechanism","Implement least-privilege compatible change","Run security-focused and regression validation"],"validators":["focused_tests","project_tests","security_constraints"],"constraints":["do not weaken existing controls","do not expose secrets"],"text":"I need to api key for the existing application","example_index":2}
{"recipe_id":"api_key_auth","title":"API key authentication","category":"security","description":"Plan and execute api key authentication while adapting to the existing project architecture.","keywords":["api key","api token","service auth"],"inspect":["Inspect trust boundaries and current security mechanism","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"hashed_api_keys","description":"hashed api keys"}],"typical_tasks":["Inspect trust boundaries and current security mechanism","Implement least-privilege compatible change","Run security-focused and regression validation"],"validators":["focused_tests","project_tests","security_constraints"],"constraints":["do not weaken existing controls","do not expose secrets"],"text":"Please handle service auth without rewriting unrelated code","example_index":3}
{"recipe_id":"session_management","title":"Session management","category":"security","description":"Plan and execute session management while adapting to the existing project architecture.","keywords":["session","cookie","session expiry"],"inspect":["Inspect trust boundaries and current security mechanism","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"secure_server_session","description":"secure server session"},{"name":"signed_cookie_session","description":"signed cookie session"}],"typical_tasks":["Inspect trust boundaries and current security mechanism","Implement least-privilege compatible change","Run security-focused and regression validation"],"validators":["focused_tests","project_tests","security_constraints"],"constraints":["do not weaken existing controls","do not expose secrets"],"text":"Session management","example_index":0}
{"recipe_id":"session_management","title":"Session management","category":"security","description":"Plan and execute session management while adapting to the existing project architecture.","keywords":["session","cookie","session expiry"],"inspect":["Inspect trust boundaries and current security mechanism","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"secure_server_session","description":"secure server session"},{"name":"signed_cookie_session","description":"signed cookie session"}],"typical_tasks":["Inspect trust boundaries and current security mechanism","Implement least-privilege compatible change","Run security-focused and regression validation"],"validators":["focused_tests","project_tests","security_constraints"],"constraints":["do not weaken existing controls","do not expose secrets"],"text":"Implement session management in this project","example_index":1}
{"recipe_id":"session_management","title":"Session management","category":"security","description":"Plan and execute session management while adapting to the existing project architecture.","keywords":["session","cookie","session expiry"],"inspect":["Inspect trust boundaries and current security mechanism","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"secure_server_session","description":"secure server session"},{"name":"signed_cookie_session","description":"signed cookie session"}],"typical_tasks":["Inspect trust boundaries and current security mechanism","Implement least-privilege compatible change","Run security-focused and regression validation"],"validators":["focused_tests","project_tests","security_constraints"],"constraints":["do not weaken existing controls","do not expose secrets"],"text":"I need to session for the existing application","example_index":2}
{"recipe_id":"session_management","title":"Session management","category":"security","description":"Plan and execute session management while adapting to the existing project architecture.","keywords":["session","cookie","session expiry"],"inspect":["Inspect trust boundaries and current security mechanism","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"secure_server_session","description":"secure server session"},{"name":"signed_cookie_session","description":"signed cookie session"}],"typical_tasks":["Inspect trust boundaries and current security mechanism","Implement least-privilege compatible change","Run security-focused and regression validation"],"validators":["focused_tests","project_tests","security_constraints"],"constraints":["do not weaken existing controls","do not expose secrets"],"text":"Please handle session expiry without rewriting unrelated code","example_index":3}
{"recipe_id":"password_reset","title":"Password reset","category":"security","description":"Plan and execute password reset while adapting to the existing project architecture.","keywords":["password reset","forgot password","reset token"],"inspect":["Inspect trust boundaries and current security mechanism","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"single_use_reset_token","description":"single use reset token"}],"typical_tasks":["Inspect trust boundaries and current security mechanism","Implement least-privilege compatible change","Run security-focused and regression validation"],"validators":["focused_tests","project_tests","security_constraints"],"constraints":["do not weaken existing controls","do not expose secrets"],"text":"Password reset","example_index":0}
{"recipe_id":"password_reset","title":"Password reset","category":"security","description":"Plan and execute password reset while adapting to the existing project architecture.","keywords":["password reset","forgot password","reset token"],"inspect":["Inspect trust boundaries and current security mechanism","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"single_use_reset_token","description":"single use reset token"}],"typical_tasks":["Inspect trust boundaries and current security mechanism","Implement least-privilege compatible change","Run security-focused and regression validation"],"validators":["focused_tests","project_tests","security_constraints"],"constraints":["do not weaken existing controls","do not expose secrets"],"text":"Implement password reset in this project","example_index":1}
{"recipe_id":"password_reset","title":"Password reset","category":"security","description":"Plan and execute password reset while adapting to the existing project architecture.","keywords":["password reset","forgot password","reset token"],"inspect":["Inspect trust boundaries and current security mechanism","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"single_use_reset_token","description":"single use reset token"}],"typical_tasks":["Inspect trust boundaries and current security mechanism","Implement least-privilege compatible change","Run security-focused and regression validation"],"validators":["focused_tests","project_tests","security_constraints"],"constraints":["do not weaken existing controls","do not expose secrets"],"text":"I need to password reset for the existing application","example_index":2}
{"recipe_id":"password_reset","title":"Password reset","category":"security","description":"Plan and execute password reset while adapting to the existing project architecture.","keywords":["password reset","forgot password","reset token"],"inspect":["Inspect trust boundaries and current security mechanism","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"single_use_reset_token","description":"single use reset token"}],"typical_tasks":["Inspect trust boundaries and current security mechanism","Implement least-privilege compatible change","Run security-focused and regression validation"],"validators":["focused_tests","project_tests","security_constraints"],"constraints":["do not weaken existing controls","do not expose secrets"],"text":"Please handle reset token without rewriting unrelated code","example_index":3}
{"recipe_id":"mfa","title":"Multi-factor authentication","category":"security","description":"Plan and execute multi-factor authentication while adapting to the existing project architecture.","keywords":["mfa","2fa","totp","multi factor"],"inspect":["Inspect trust boundaries and current security mechanism","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"totp_mfa","description":"totp mfa"},{"name":"provider_mfa","description":"provider mfa"}],"typical_tasks":["Inspect trust boundaries and current security mechanism","Implement least-privilege compatible change","Run security-focused and regression validation"],"validators":["focused_tests","project_tests","security_constraints"],"constraints":["do not weaken existing controls","do not expose secrets"],"text":"Multi-factor authentication","example_index":0}
{"recipe_id":"mfa","title":"Multi-factor authentication","category":"security","description":"Plan and execute multi-factor authentication while adapting to the existing project architecture.","keywords":["mfa","2fa","totp","multi factor"],"inspect":["Inspect trust boundaries and current security mechanism","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"totp_mfa","description":"totp mfa"},{"name":"provider_mfa","description":"provider mfa"}],"typical_tasks":["Inspect trust boundaries and current security mechanism","Implement least-privilege compatible change","Run security-focused and regression validation"],"validators":["focused_tests","project_tests","security_constraints"],"constraints":["do not weaken existing controls","do not expose secrets"],"text":"Implement multi-factor authentication in this project","example_index":1}
{"recipe_id":"mfa","title":"Multi-factor authentication","category":"security","description":"Plan and execute multi-factor authentication while adapting to the existing project architecture.","keywords":["mfa","2fa","totp","multi factor"],"inspect":["Inspect trust boundaries and current security mechanism","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"totp_mfa","description":"totp mfa"},{"name":"provider_mfa","description":"provider mfa"}],"typical_tasks":["Inspect trust boundaries and current security mechanism","Implement least-privilege compatible change","Run security-focused and regression validation"],"validators":["focused_tests","project_tests","security_constraints"],"constraints":["do not weaken existing controls","do not expose secrets"],"text":"I need to mfa for the existing application","example_index":2}
{"recipe_id":"mfa","title":"Multi-factor authentication","category":"security","description":"Plan and execute multi-factor authentication while adapting to the existing project architecture.","keywords":["mfa","2fa","totp","multi factor"],"inspect":["Inspect trust boundaries and current security mechanism","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"totp_mfa","description":"totp mfa"},{"name":"provider_mfa","description":"provider mfa"}],"typical_tasks":["Inspect trust boundaries and current security mechanism","Implement least-privilege compatible change","Run security-focused and regression validation"],"validators":["focused_tests","project_tests","security_constraints"],"constraints":["do not weaken existing controls","do not expose secrets"],"text":"Please handle multi factor without rewriting unrelated code","example_index":3}
{"recipe_id":"database_schema_change","title":"Database schema change","category":"data","description":"Plan and execute database schema change while adapting to the existing project architecture.","keywords":["schema change","column","table","database schema"],"inspect":["Inspect schema/data flow and persistence conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"migration_first_schema_change","description":"migration first schema change"}],"typical_tasks":["Inspect schema/data flow and persistence conventions","Implement data change with migration/validation","Run data integrity and regression validation"],"validators":["focused_tests","project_tests"],"constraints":["preserve data integrity","prefer reversible migrations"],"text":"Database schema change","example_index":0}
{"recipe_id":"database_schema_change","title":"Database schema change","category":"data","description":"Plan and execute database schema change while adapting to the existing project architecture.","keywords":["schema change","column","table","database schema"],"inspect":["Inspect schema/data flow and persistence conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"migration_first_schema_change","description":"migration first schema change"}],"typical_tasks":["Inspect schema/data flow and persistence conventions","Implement data change with migration/validation","Run data integrity and regression validation"],"validators":["focused_tests","project_tests"],"constraints":["preserve data integrity","prefer reversible migrations"],"text":"Implement database schema change in this project","example_index":1}
{"recipe_id":"database_schema_change","title":"Database schema change","category":"data","description":"Plan and execute database schema change while adapting to the existing project architecture.","keywords":["schema change","column","table","database schema"],"inspect":["Inspect schema/data flow and persistence conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"migration_first_schema_change","description":"migration first schema change"}],"typical_tasks":["Inspect schema/data flow and persistence conventions","Implement data change with migration/validation","Run data integrity and regression validation"],"validators":["focused_tests","project_tests"],"constraints":["preserve data integrity","prefer reversible migrations"],"text":"I need to schema change for the existing application","example_index":2}
{"recipe_id":"database_schema_change","title":"Database schema change","category":"data","description":"Plan and execute database schema change while adapting to the existing project architecture.","keywords":["schema change","column","table","database schema"],"inspect":["Inspect schema/data flow and persistence conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"migration_first_schema_change","description":"migration first schema change"}],"typical_tasks":["Inspect schema/data flow and persistence conventions","Implement data change with migration/validation","Run data integrity and regression validation"],"validators":["focused_tests","project_tests"],"constraints":["preserve data integrity","prefer reversible migrations"],"text":"Please handle database schema without rewriting unrelated code","example_index":3}
{"recipe_id":"database_migration","title":"Database migration","category":"data","description":"Plan and execute database migration while adapting to the existing project architecture.","keywords":["database migration","alembic","migration","migrate db"],"inspect":["Inspect schema/data flow and persistence conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"transactional_migration","description":"transactional migration"}],"typical_tasks":["Inspect schema/data flow and persistence conventions","Implement data change with migration/validation","Run data integrity and regression validation"],"validators":["focused_tests","project_tests"],"constraints":["preserve data integrity","prefer reversible migrations"],"text":"Database migration","example_index":0}
{"recipe_id":"database_migration","title":"Database migration","category":"data","description":"Plan and execute database migration while adapting to the existing project architecture.","keywords":["database migration","alembic","migration","migrate db"],"inspect":["Inspect schema/data flow and persistence conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"transactional_migration","description":"transactional migration"}],"typical_tasks":["Inspect schema/data flow and persistence conventions","Implement data change with migration/validation","Run data integrity and regression validation"],"validators":["focused_tests","project_tests"],"constraints":["preserve data integrity","prefer reversible migrations"],"text":"Implement database migration in this project","example_index":1}
{"recipe_id":"database_migration","title":"Database migration","category":"data","description":"Plan and execute database migration while adapting to the existing project architecture.","keywords":["database migration","alembic","migration","migrate db"],"inspect":["Inspect schema/data flow and persistence conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"transactional_migration","description":"transactional migration"}],"typical_tasks":["Inspect schema/data flow and persistence conventions","Implement data change with migration/validation","Run data integrity and regression validation"],"validators":["focused_tests","project_tests"],"constraints":["preserve data integrity","prefer reversible migrations"],"text":"I need to database migration for the existing application","example_index":2}
{"recipe_id":"database_migration","title":"Database migration","category":"data","description":"Plan and execute database migration while adapting to the existing project architecture.","keywords":["database migration","alembic","migration","migrate db"],"inspect":["Inspect schema/data flow and persistence conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"transactional_migration","description":"transactional migration"}],"typical_tasks":["Inspect schema/data flow and persistence conventions","Implement data change with migration/validation","Run data integrity and regression validation"],"validators":["focused_tests","project_tests"],"constraints":["preserve data integrity","prefer reversible migrations"],"text":"Please handle migrate db without rewriting unrelated code","example_index":3}
{"recipe_id":"query_optimization","title":"Database query optimization","category":"data","description":"Plan and execute database query optimization while adapting to the existing project architecture.","keywords":["query optimization","slow query","sql performance","index"],"inspect":["Inspect schema/data flow and persistence conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"explain_index_optimize","description":"explain index optimize"}],"typical_tasks":["Inspect schema/data flow and persistence conventions","Implement data change with migration/validation","Run data integrity and regression validation"],"validators":["focused_tests","project_tests"],"constraints":["preserve data integrity","prefer reversible migrations"],"text":"Database query optimization","example_index":0}
{"recipe_id":"query_optimization","title":"Database query optimization","category":"data","description":"Plan and execute database query optimization while adapting to the existing project architecture.","keywords":["query optimization","slow query","sql performance","index"],"inspect":["Inspect schema/data flow and persistence conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"explain_index_optimize","description":"explain index optimize"}],"typical_tasks":["Inspect schema/data flow and persistence conventions","Implement data change with migration/validation","Run data integrity and regression validation"],"validators":["focused_tests","project_tests"],"constraints":["preserve data integrity","prefer reversible migrations"],"text":"Implement database query optimization in this project","example_index":1}
{"recipe_id":"query_optimization","title":"Database query optimization","category":"data","description":"Plan and execute database query optimization while adapting to the existing project architecture.","keywords":["query optimization","slow query","sql performance","index"],"inspect":["Inspect schema/data flow and persistence conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"explain_index_optimize","description":"explain index optimize"}],"typical_tasks":["Inspect schema/data flow and persistence conventions","Implement data change with migration/validation","Run data integrity and regression validation"],"validators":["focused_tests","project_tests"],"constraints":["preserve data integrity","prefer reversible migrations"],"text":"I need to query optimization for the existing application","example_index":2}
{"recipe_id":"query_optimization","title":"Database query optimization","category":"data","description":"Plan and execute database query optimization while adapting to the existing project architecture.","keywords":["query optimization","slow query","sql performance","index"],"inspect":["Inspect schema/data flow and persistence conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"explain_index_optimize","description":"explain index optimize"}],"typical_tasks":["Inspect schema/data flow and persistence conventions","Implement data change with migration/validation","Run data integrity and regression validation"],"validators":["focused_tests","project_tests"],"constraints":["preserve data integrity","prefer reversible migrations"],"text":"Please handle index without rewriting unrelated code","example_index":3}
{"recipe_id":"add_database","title":"Add database","category":"data","description":"Plan and execute add database while adapting to the existing project architecture.","keywords":["add database","postgres","mysql","sqlite","database"],"inspect":["Inspect schema/data flow and persistence conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"repository_layer_database","description":"repository layer database"}],"typical_tasks":["Inspect schema/data flow and persistence conventions","Implement data change with migration/validation","Run data integrity and regression validation"],"validators":["focused_tests","project_tests"],"constraints":["preserve data integrity","prefer reversible migrations"],"text":"Add database","example_index":0}
{"recipe_id":"add_database","title":"Add database","category":"data","description":"Plan and execute add database while adapting to the existing project architecture.","keywords":["add database","postgres","mysql","sqlite","database"],"inspect":["Inspect schema/data flow and persistence conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"repository_layer_database","description":"repository layer database"}],"typical_tasks":["Inspect schema/data flow and persistence conventions","Implement data change with migration/validation","Run data integrity and regression validation"],"validators":["focused_tests","project_tests"],"constraints":["preserve data integrity","prefer reversible migrations"],"text":"Implement add database in this project","example_index":1}
{"recipe_id":"add_database","title":"Add database","category":"data","description":"Plan and execute add database while adapting to the existing project architecture.","keywords":["add database","postgres","mysql","sqlite","database"],"inspect":["Inspect schema/data flow and persistence conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"repository_layer_database","description":"repository layer database"}],"typical_tasks":["Inspect schema/data flow and persistence conventions","Implement data change with migration/validation","Run data integrity and regression validation"],"validators":["focused_tests","project_tests"],"constraints":["preserve data integrity","prefer reversible migrations"],"text":"I need to add database for the existing application","example_index":2}
{"recipe_id":"add_database","title":"Add database","category":"data","description":"Plan and execute add database while adapting to the existing project architecture.","keywords":["add database","postgres","mysql","sqlite","database"],"inspect":["Inspect schema/data flow and persistence conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"repository_layer_database","description":"repository layer database"}],"typical_tasks":["Inspect schema/data flow and persistence conventions","Implement data change with migration/validation","Run data integrity and regression validation"],"validators":["focused_tests","project_tests"],"constraints":["preserve data integrity","prefer reversible migrations"],"text":"Please handle database without rewriting unrelated code","example_index":3}
{"recipe_id":"cache_addition","title":"Cache addition","category":"data","description":"Plan and execute cache addition while adapting to the existing project architecture.","keywords":["cache","caching","ttl"],"inspect":["Inspect schema/data flow and persistence conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"read_through_cache","description":"read through cache"},{"name":"write_through_cache","description":"write through cache"}],"typical_tasks":["Inspect schema/data flow and persistence conventions","Implement data change with migration/validation","Run data integrity and regression validation"],"validators":["focused_tests","project_tests"],"constraints":["preserve data integrity","prefer reversible migrations"],"text":"Cache addition","example_index":0}
{"recipe_id":"cache_addition","title":"Cache addition","category":"data","description":"Plan and execute cache addition while adapting to the existing project architecture.","keywords":["cache","caching","ttl"],"inspect":["Inspect schema/data flow and persistence conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"read_through_cache","description":"read through cache"},{"name":"write_through_cache","description":"write through cache"}],"typical_tasks":["Inspect schema/data flow and persistence conventions","Implement data change with migration/validation","Run data integrity and regression validation"],"validators":["focused_tests","project_tests"],"constraints":["preserve data integrity","prefer reversible migrations"],"text":"Implement cache addition in this project","example_index":1}
{"recipe_id":"cache_addition","title":"Cache addition","category":"data","description":"Plan and execute cache addition while adapting to the existing project architecture.","keywords":["cache","caching","ttl"],"inspect":["Inspect schema/data flow and persistence conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"read_through_cache","description":"read through cache"},{"name":"write_through_cache","description":"write through cache"}],"typical_tasks":["Inspect schema/data flow and persistence conventions","Implement data change with migration/validation","Run data integrity and regression validation"],"validators":["focused_tests","project_tests"],"constraints":["preserve data integrity","prefer reversible migrations"],"text":"I need to cache for the existing application","example_index":2}
{"recipe_id":"cache_addition","title":"Cache addition","category":"data","description":"Plan and execute cache addition while adapting to the existing project architecture.","keywords":["cache","caching","ttl"],"inspect":["Inspect schema/data flow and persistence conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"read_through_cache","description":"read through cache"},{"name":"write_through_cache","description":"write through cache"}],"typical_tasks":["Inspect schema/data flow and persistence conventions","Implement data change with migration/validation","Run data integrity and regression validation"],"validators":["focused_tests","project_tests"],"constraints":["preserve data integrity","prefer reversible migrations"],"text":"Please handle ttl without rewriting unrelated code","example_index":3}
{"recipe_id":"redis_integration","title":"Redis integration","category":"data","description":"Plan and execute redis integration while adapting to the existing project architecture.","keywords":["redis","redis cache","redis queue"],"inspect":["Inspect schema/data flow and persistence conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"redis_adapter","description":"redis adapter"}],"typical_tasks":["Inspect schema/data flow and persistence conventions","Implement data change with migration/validation","Run data integrity and regression validation"],"validators":["focused_tests","project_tests"],"constraints":["preserve data integrity","prefer reversible migrations"],"text":"Redis integration","example_index":0}
{"recipe_id":"redis_integration","title":"Redis integration","category":"data","description":"Plan and execute redis integration while adapting to the existing project architecture.","keywords":["redis","redis cache","redis queue"],"inspect":["Inspect schema/data flow and persistence conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"redis_adapter","description":"redis adapter"}],"typical_tasks":["Inspect schema/data flow and persistence conventions","Implement data change with migration/validation","Run data integrity and regression validation"],"validators":["focused_tests","project_tests"],"constraints":["preserve data integrity","prefer reversible migrations"],"text":"Implement redis integration in this project","example_index":1}
{"recipe_id":"redis_integration","title":"Redis integration","category":"data","description":"Plan and execute redis integration while adapting to the existing project architecture.","keywords":["redis","redis cache","redis queue"],"inspect":["Inspect schema/data flow and persistence conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"redis_adapter","description":"redis adapter"}],"typical_tasks":["Inspect schema/data flow and persistence conventions","Implement data change with migration/validation","Run data integrity and regression validation"],"validators":["focused_tests","project_tests"],"constraints":["preserve data integrity","prefer reversible migrations"],"text":"I need to redis for the existing application","example_index":2}
{"recipe_id":"redis_integration","title":"Redis integration","category":"data","description":"Plan and execute redis integration while adapting to the existing project architecture.","keywords":["redis","redis cache","redis queue"],"inspect":["Inspect schema/data flow and persistence conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"redis_adapter","description":"redis adapter"}],"typical_tasks":["Inspect schema/data flow and persistence conventions","Implement data change with migration/validation","Run data integrity and regression validation"],"validators":["focused_tests","project_tests"],"constraints":["preserve data integrity","prefer reversible migrations"],"text":"Please handle redis queue without rewriting unrelated code","example_index":3}
{"recipe_id":"search_integration","title":"Search integration","category":"data","description":"Plan and execute search integration while adapting to the existing project architecture.","keywords":["search engine","elasticsearch","opensearch","full text search"],"inspect":["Inspect schema/data flow and persistence conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"native_fulltext","description":"native fulltext"},{"name":"external_search_adapter","description":"external search adapter"}],"typical_tasks":["Inspect schema/data flow and persistence conventions","Implement data change with migration/validation","Run data integrity and regression validation"],"validators":["focused_tests","project_tests"],"constraints":["preserve data integrity","prefer reversible migrations"],"text":"Search integration","example_index":0}
{"recipe_id":"search_integration","title":"Search integration","category":"data","description":"Plan and execute search integration while adapting to the existing project architecture.","keywords":["search engine","elasticsearch","opensearch","full text search"],"inspect":["Inspect schema/data flow and persistence conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"native_fulltext","description":"native fulltext"},{"name":"external_search_adapter","description":"external search adapter"}],"typical_tasks":["Inspect schema/data flow and persistence conventions","Implement data change with migration/validation","Run data integrity and regression validation"],"validators":["focused_tests","project_tests"],"constraints":["preserve data integrity","prefer reversible migrations"],"text":"Implement search integration in this project","example_index":1}
{"recipe_id":"search_integration","title":"Search integration","category":"data","description":"Plan and execute search integration while adapting to the existing project architecture.","keywords":["search engine","elasticsearch","opensearch","full text search"],"inspect":["Inspect schema/data flow and persistence conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"native_fulltext","description":"native fulltext"},{"name":"external_search_adapter","description":"external search adapter"}],"typical_tasks":["Inspect schema/data flow and persistence conventions","Implement data change with migration/validation","Run data integrity and regression validation"],"validators":["focused_tests","project_tests"],"constraints":["preserve data integrity","prefer reversible migrations"],"text":"I need to search engine for the existing application","example_index":2}
{"recipe_id":"search_integration","title":"Search integration","category":"data","description":"Plan and execute search integration while adapting to the existing project architecture.","keywords":["search engine","elasticsearch","opensearch","full text search"],"inspect":["Inspect schema/data flow and persistence conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"native_fulltext","description":"native fulltext"},{"name":"external_search_adapter","description":"external search adapter"}],"typical_tasks":["Inspect schema/data flow and persistence conventions","Implement data change with migration/validation","Run data integrity and regression validation"],"validators":["focused_tests","project_tests"],"constraints":["preserve data integrity","prefer reversible migrations"],"text":"Please handle full text search without rewriting unrelated code","example_index":3}
{"recipe_id":"message_queue","title":"Message queue integration","category":"integration","description":"Plan and execute message queue integration while adapting to the existing project architecture.","keywords":["message queue","rabbitmq","kafka","queue"],"inspect":["Inspect current adapters/config and external contract","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"producer_consumer_adapter","description":"producer consumer adapter"}],"typical_tasks":["Inspect current adapters/config and external contract","Implement isolated adapter/integration","Validate failure modes and contract handling"],"validators":["focused_tests","project_tests"],"constraints":["isolate vendor-specific code","handle retries/idempotency where applicable"],"text":"Message queue integration","example_index":0}
{"recipe_id":"message_queue","title":"Message queue integration","category":"integration","description":"Plan and execute message queue integration while adapting to the existing project architecture.","keywords":["message queue","rabbitmq","kafka","queue"],"inspect":["Inspect current adapters/config and external contract","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"producer_consumer_adapter","description":"producer consumer adapter"}],"typical_tasks":["Inspect current adapters/config and external contract","Implement isolated adapter/integration","Validate failure modes and contract handling"],"validators":["focused_tests","project_tests"],"constraints":["isolate vendor-specific code","handle retries/idempotency where applicable"],"text":"Implement message queue integration in this project","example_index":1}
{"recipe_id":"message_queue","title":"Message queue integration","category":"integration","description":"Plan and execute message queue integration while adapting to the existing project architecture.","keywords":["message queue","rabbitmq","kafka","queue"],"inspect":["Inspect current adapters/config and external contract","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"producer_consumer_adapter","description":"producer consumer adapter"}],"typical_tasks":["Inspect current adapters/config and external contract","Implement isolated adapter/integration","Validate failure modes and contract handling"],"validators":["focused_tests","project_tests"],"constraints":["isolate vendor-specific code","handle retries/idempotency where applicable"],"text":"I need to message queue for the existing application","example_index":2}
{"recipe_id":"message_queue","title":"Message queue integration","category":"integration","description":"Plan and execute message queue integration while adapting to the existing project architecture.","keywords":["message queue","rabbitmq","kafka","queue"],"inspect":["Inspect current adapters/config and external contract","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"producer_consumer_adapter","description":"producer consumer adapter"}],"typical_tasks":["Inspect current adapters/config and external contract","Implement isolated adapter/integration","Validate failure modes and contract handling"],"validators":["focused_tests","project_tests"],"constraints":["isolate vendor-specific code","handle retries/idempotency where applicable"],"text":"Please handle queue without rewriting unrelated code","example_index":3}
{"recipe_id":"event_bus","title":"Event bus","category":"integration","description":"Plan and execute event bus while adapting to the existing project architecture.","keywords":["event bus","domain events","pubsub"],"inspect":["Inspect current adapters/config and external contract","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"in_process_event_bus","description":"in process event bus"},{"name":"broker_event_bus","description":"broker event bus"}],"typical_tasks":["Inspect current adapters/config and external contract","Implement isolated adapter/integration","Validate failure modes and contract handling"],"validators":["focused_tests","project_tests"],"constraints":["isolate vendor-specific code","handle retries/idempotency where applicable"],"text":"Event bus","example_index":0}
{"recipe_id":"event_bus","title":"Event bus","category":"integration","description":"Plan and execute event bus while adapting to the existing project architecture.","keywords":["event bus","domain events","pubsub"],"inspect":["Inspect current adapters/config and external contract","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"in_process_event_bus","description":"in process event bus"},{"name":"broker_event_bus","description":"broker event bus"}],"typical_tasks":["Inspect current adapters/config and external contract","Implement isolated adapter/integration","Validate failure modes and contract handling"],"validators":["focused_tests","project_tests"],"constraints":["isolate vendor-specific code","handle retries/idempotency where applicable"],"text":"Implement event bus in this project","example_index":1}
{"recipe_id":"event_bus","title":"Event bus","category":"integration","description":"Plan and execute event bus while adapting to the existing project architecture.","keywords":["event bus","domain events","pubsub"],"inspect":["Inspect current adapters/config and external contract","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"in_process_event_bus","description":"in process event bus"},{"name":"broker_event_bus","description":"broker event bus"}],"typical_tasks":["Inspect current adapters/config and external contract","Implement isolated adapter/integration","Validate failure modes and contract handling"],"validators":["focused_tests","project_tests"],"constraints":["isolate vendor-specific code","handle retries/idempotency where applicable"],"text":"I need to event bus for the existing application","example_index":2}
{"recipe_id":"event_bus","title":"Event bus","category":"integration","description":"Plan and execute event bus while adapting to the existing project architecture.","keywords":["event bus","domain events","pubsub"],"inspect":["Inspect current adapters/config and external contract","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"in_process_event_bus","description":"in process event bus"},{"name":"broker_event_bus","description":"broker event bus"}],"typical_tasks":["Inspect current adapters/config and external contract","Implement isolated adapter/integration","Validate failure modes and contract handling"],"validators":["focused_tests","project_tests"],"constraints":["isolate vendor-specific code","handle retries/idempotency where applicable"],"text":"Please handle pubsub without rewriting unrelated code","example_index":3}
{"recipe_id":"file_upload","title":"File upload","category":"backend","description":"Plan and execute file upload while adapting to the existing project architecture.","keywords":["file upload","upload","multipart"],"inspect":["Inspect framework routes/services and contracts","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"streamed_upload_validation","description":"streamed upload validation"}],"typical_tasks":["Inspect framework routes/services and contracts","Implement focused backend capability","Run API/unit/integration validation"],"validators":["focused_tests","project_tests"],"constraints":["reuse existing framework and conventions"],"text":"File upload","example_index":0}
{"recipe_id":"file_upload","title":"File upload","category":"backend","description":"Plan and execute file upload while adapting to the existing project architecture.","keywords":["file upload","upload","multipart"],"inspect":["Inspect framework routes/services and contracts","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"streamed_upload_validation","description":"streamed upload validation"}],"typical_tasks":["Inspect framework routes/services and contracts","Implement focused backend capability","Run API/unit/integration validation"],"validators":["focused_tests","project_tests"],"constraints":["reuse existing framework and conventions"],"text":"Implement file upload in this project","example_index":1}
{"recipe_id":"file_upload","title":"File upload","category":"backend","description":"Plan and execute file upload while adapting to the existing project architecture.","keywords":["file upload","upload","multipart"],"inspect":["Inspect framework routes/services and contracts","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"streamed_upload_validation","description":"streamed upload validation"}],"typical_tasks":["Inspect framework routes/services and contracts","Implement focused backend capability","Run API/unit/integration validation"],"validators":["focused_tests","project_tests"],"constraints":["reuse existing framework and conventions"],"text":"I need to file upload for the existing application","example_index":2}
{"recipe_id":"file_upload","title":"File upload","category":"backend","description":"Plan and execute file upload while adapting to the existing project architecture.","keywords":["file upload","upload","multipart"],"inspect":["Inspect framework routes/services and contracts","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"streamed_upload_validation","description":"streamed upload validation"}],"typical_tasks":["Inspect framework routes/services and contracts","Implement focused backend capability","Run API/unit/integration validation"],"validators":["focused_tests","project_tests"],"constraints":["reuse existing framework and conventions"],"text":"Please handle multipart without rewriting unrelated code","example_index":3}
{"recipe_id":"file_download","title":"File download","category":"backend","description":"Plan and execute file download while adapting to the existing project architecture.","keywords":["file download","download endpoint","stream file"],"inspect":["Inspect framework routes/services and contracts","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"streamed_download","description":"streamed download"}],"typical_tasks":["Inspect framework routes/services and contracts","Implement focused backend capability","Run API/unit/integration validation"],"validators":["focused_tests","project_tests"],"constraints":["reuse existing framework and conventions"],"text":"File download","example_index":0}
{"recipe_id":"file_download","title":"File download","category":"backend","description":"Plan and execute file download while adapting to the existing project architecture.","keywords":["file download","download endpoint","stream file"],"inspect":["Inspect framework routes/services and contracts","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"streamed_download","description":"streamed download"}],"typical_tasks":["Inspect framework routes/services and contracts","Implement focused backend capability","Run API/unit/integration validation"],"validators":["focused_tests","project_tests"],"constraints":["reuse existing framework and conventions"],"text":"Implement file download in this project","example_index":1}
{"recipe_id":"file_download","title":"File download","category":"backend","description":"Plan and execute file download while adapting to the existing project architecture.","keywords":["file download","download endpoint","stream file"],"inspect":["Inspect framework routes/services and contracts","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"streamed_download","description":"streamed download"}],"typical_tasks":["Inspect framework routes/services and contracts","Implement focused backend capability","Run API/unit/integration validation"],"validators":["focused_tests","project_tests"],"constraints":["reuse existing framework and conventions"],"text":"I need to file download for the existing application","example_index":2}
{"recipe_id":"file_download","title":"File download","category":"backend","description":"Plan and execute file download while adapting to the existing project architecture.","keywords":["file download","download endpoint","stream file"],"inspect":["Inspect framework routes/services and contracts","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"streamed_download","description":"streamed download"}],"typical_tasks":["Inspect framework routes/services and contracts","Implement focused backend capability","Run API/unit/integration validation"],"validators":["focused_tests","project_tests"],"constraints":["reuse existing framework and conventions"],"text":"Please handle stream file without rewriting unrelated code","example_index":3}
{"recipe_id":"object_storage","title":"Object storage integration","category":"integration","description":"Plan and execute object storage integration while adapting to the existing project architecture.","keywords":["s3","object storage","blob storage"],"inspect":["Inspect current adapters/config and external contract","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"storage_adapter","description":"storage adapter"}],"typical_tasks":["Inspect current adapters/config and external contract","Implement isolated adapter/integration","Validate failure modes and contract handling"],"validators":["focused_tests","project_tests"],"constraints":["isolate vendor-specific code","handle retries/idempotency where applicable"],"text":"Object storage integration","example_index":0}
{"recipe_id":"object_storage","title":"Object storage integration","category":"integration","description":"Plan and execute object storage integration while adapting to the existing project architecture.","keywords":["s3","object storage","blob storage"],"inspect":["Inspect current adapters/config and external contract","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"storage_adapter","description":"storage adapter"}],"typical_tasks":["Inspect current adapters/config and external contract","Implement isolated adapter/integration","Validate failure modes and contract handling"],"validators":["focused_tests","project_tests"],"constraints":["isolate vendor-specific code","handle retries/idempotency where applicable"],"text":"Implement object storage integration in this project","example_index":1}
{"recipe_id":"object_storage","title":"Object storage integration","category":"integration","description":"Plan and execute object storage integration while adapting to the existing project architecture.","keywords":["s3","object storage","blob storage"],"inspect":["Inspect current adapters/config and external contract","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"storage_adapter","description":"storage adapter"}],"typical_tasks":["Inspect current adapters/config and external contract","Implement isolated adapter/integration","Validate failure modes and contract handling"],"validators":["focused_tests","project_tests"],"constraints":["isolate vendor-specific code","handle retries/idempotency where applicable"],"text":"I need to s3 for the existing application","example_index":2}
{"recipe_id":"object_storage","title":"Object storage integration","category":"integration","description":"Plan and execute object storage integration while adapting to the existing project architecture.","keywords":["s3","object storage","blob storage"],"inspect":["Inspect current adapters/config and external contract","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"storage_adapter","description":"storage adapter"}],"typical_tasks":["Inspect current adapters/config and external contract","Implement isolated adapter/integration","Validate failure modes and contract handling"],"validators":["focused_tests","project_tests"],"constraints":["isolate vendor-specific code","handle retries/idempotency where applicable"],"text":"Please handle blob storage without rewriting unrelated code","example_index":3}
{"recipe_id":"email_integration","title":"Email integration","category":"integration","description":"Plan and execute email integration while adapting to the existing project architecture.","keywords":["email","smtp","sendgrid","mail"],"inspect":["Inspect current adapters/config and external contract","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"email_provider_adapter","description":"email provider adapter"}],"typical_tasks":["Inspect current adapters/config and external contract","Implement isolated adapter/integration","Validate failure modes and contract handling"],"validators":["focused_tests","project_tests"],"constraints":["isolate vendor-specific code","handle retries/idempotency where applicable"],"text":"Email integration","example_index":0}
{"recipe_id":"email_integration","title":"Email integration","category":"integration","description":"Plan and execute email integration while adapting to the existing project architecture.","keywords":["email","smtp","sendgrid","mail"],"inspect":["Inspect current adapters/config and external contract","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"email_provider_adapter","description":"email provider adapter"}],"typical_tasks":["Inspect current adapters/config and external contract","Implement isolated adapter/integration","Validate failure modes and contract handling"],"validators":["focused_tests","project_tests"],"constraints":["isolate vendor-specific code","handle retries/idempotency where applicable"],"text":"Implement email integration in this project","example_index":1}
{"recipe_id":"email_integration","title":"Email integration","category":"integration","description":"Plan and execute email integration while adapting to the existing project architecture.","keywords":["email","smtp","sendgrid","mail"],"inspect":["Inspect current adapters/config and external contract","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"email_provider_adapter","description":"email provider adapter"}],"typical_tasks":["Inspect current adapters/config and external contract","Implement isolated adapter/integration","Validate failure modes and contract handling"],"validators":["focused_tests","project_tests"],"constraints":["isolate vendor-specific code","handle retries/idempotency where applicable"],"text":"I need to email for the existing application","example_index":2}
{"recipe_id":"email_integration","title":"Email integration","category":"integration","description":"Plan and execute email integration while adapting to the existing project architecture.","keywords":["email","smtp","sendgrid","mail"],"inspect":["Inspect current adapters/config and external contract","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"email_provider_adapter","description":"email provider adapter"}],"typical_tasks":["Inspect current adapters/config and external contract","Implement isolated adapter/integration","Validate failure modes and contract handling"],"validators":["focused_tests","project_tests"],"constraints":["isolate vendor-specific code","handle retries/idempotency where applicable"],"text":"Please handle mail without rewriting unrelated code","example_index":3}
{"recipe_id":"sms_integration","title":"SMS integration","category":"integration","description":"Plan and execute sms integration while adapting to the existing project architecture.","keywords":["sms","twilio","text message"],"inspect":["Inspect current adapters/config and external contract","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"sms_provider_adapter","description":"sms provider adapter"}],"typical_tasks":["Inspect current adapters/config and external contract","Implement isolated adapter/integration","Validate failure modes and contract handling"],"validators":["focused_tests","project_tests"],"constraints":["isolate vendor-specific code","handle retries/idempotency where applicable"],"text":"SMS integration","example_index":0}
{"recipe_id":"sms_integration","title":"SMS integration","category":"integration","description":"Plan and execute sms integration while adapting to the existing project architecture.","keywords":["sms","twilio","text message"],"inspect":["Inspect current adapters/config and external contract","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"sms_provider_adapter","description":"sms provider adapter"}],"typical_tasks":["Inspect current adapters/config and external contract","Implement isolated adapter/integration","Validate failure modes and contract handling"],"validators":["focused_tests","project_tests"],"constraints":["isolate vendor-specific code","handle retries/idempotency where applicable"],"text":"Implement sms integration in this project","example_index":1}
{"recipe_id":"sms_integration","title":"SMS integration","category":"integration","description":"Plan and execute sms integration while adapting to the existing project architecture.","keywords":["sms","twilio","text message"],"inspect":["Inspect current adapters/config and external contract","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"sms_provider_adapter","description":"sms provider adapter"}],"typical_tasks":["Inspect current adapters/config and external contract","Implement isolated adapter/integration","Validate failure modes and contract handling"],"validators":["focused_tests","project_tests"],"constraints":["isolate vendor-specific code","handle retries/idempotency where applicable"],"text":"I need to sms for the existing application","example_index":2}
{"recipe_id":"sms_integration","title":"SMS integration","category":"integration","description":"Plan and execute sms integration while adapting to the existing project architecture.","keywords":["sms","twilio","text message"],"inspect":["Inspect current adapters/config and external contract","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"sms_provider_adapter","description":"sms provider adapter"}],"typical_tasks":["Inspect current adapters/config and external contract","Implement isolated adapter/integration","Validate failure modes and contract handling"],"validators":["focused_tests","project_tests"],"constraints":["isolate vendor-specific code","handle retries/idempotency where applicable"],"text":"Please handle text message without rewriting unrelated code","example_index":3}
{"recipe_id":"payment_integration","title":"Payment integration","category":"integration","description":"Plan and execute payment integration while adapting to the existing project architecture.","keywords":["payment","stripe","checkout","payment provider"],"inspect":["Inspect current adapters/config and external contract","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"provider_checkout_webhooks","description":"provider checkout webhooks"}],"typical_tasks":["Inspect current adapters/config and external contract","Implement isolated adapter/integration","Validate failure modes and contract handling"],"validators":["focused_tests","project_tests"],"constraints":["isolate vendor-specific code","handle retries/idempotency where applicable"],"text":"Payment integration","example_index":0}
{"recipe_id":"payment_integration","title":"Payment integration","category":"integration","description":"Plan and execute payment integration while adapting to the existing project architecture.","keywords":["payment","stripe","checkout","payment provider"],"inspect":["Inspect current adapters/config and external contract","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"provider_checkout_webhooks","description":"provider checkout webhooks"}],"typical_tasks":["Inspect current adapters/config and external contract","Implement isolated adapter/integration","Validate failure modes and contract handling"],"validators":["focused_tests","project_tests"],"constraints":["isolate vendor-specific code","handle retries/idempotency where applicable"],"text":"Implement payment integration in this project","example_index":1}
{"recipe_id":"payment_integration","title":"Payment integration","category":"integration","description":"Plan and execute payment integration while adapting to the existing project architecture.","keywords":["payment","stripe","checkout","payment provider"],"inspect":["Inspect current adapters/config and external contract","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"provider_checkout_webhooks","description":"provider checkout webhooks"}],"typical_tasks":["Inspect current adapters/config and external contract","Implement isolated adapter/integration","Validate failure modes and contract handling"],"validators":["focused_tests","project_tests"],"constraints":["isolate vendor-specific code","handle retries/idempotency where applicable"],"text":"I need to payment for the existing application","example_index":2}
{"recipe_id":"payment_integration","title":"Payment integration","category":"integration","description":"Plan and execute payment integration while adapting to the existing project architecture.","keywords":["payment","stripe","checkout","payment provider"],"inspect":["Inspect current adapters/config and external contract","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"provider_checkout_webhooks","description":"provider checkout webhooks"}],"typical_tasks":["Inspect current adapters/config and external contract","Implement isolated adapter/integration","Validate failure modes and contract handling"],"validators":["focused_tests","project_tests"],"constraints":["isolate vendor-specific code","handle retries/idempotency where applicable"],"text":"Please handle payment provider without rewriting unrelated code","example_index":3}
{"recipe_id":"subscription_billing","title":"Subscription billing","category":"integration","description":"Plan and execute subscription billing while adapting to the existing project architecture.","keywords":["subscription","billing","recurring payment"],"inspect":["Inspect current adapters/config and external contract","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"subscription_state_machine","description":"subscription state machine"}],"typical_tasks":["Inspect current adapters/config and external contract","Implement isolated adapter/integration","Validate failure modes and contract handling"],"validators":["focused_tests","project_tests"],"constraints":["isolate vendor-specific code","handle retries/idempotency where applicable"],"text":"Subscription billing","example_index":0}
{"recipe_id":"subscription_billing","title":"Subscription billing","category":"integration","description":"Plan and execute subscription billing while adapting to the existing project architecture.","keywords":["subscription","billing","recurring payment"],"inspect":["Inspect current adapters/config and external contract","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"subscription_state_machine","description":"subscription state machine"}],"typical_tasks":["Inspect current adapters/config and external contract","Implement isolated adapter/integration","Validate failure modes and contract handling"],"validators":["focused_tests","project_tests"],"constraints":["isolate vendor-specific code","handle retries/idempotency where applicable"],"text":"Implement subscription billing in this project","example_index":1}
{"recipe_id":"subscription_billing","title":"Subscription billing","category":"integration","description":"Plan and execute subscription billing while adapting to the existing project architecture.","keywords":["subscription","billing","recurring payment"],"inspect":["Inspect current adapters/config and external contract","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"subscription_state_machine","description":"subscription state machine"}],"typical_tasks":["Inspect current adapters/config and external contract","Implement isolated adapter/integration","Validate failure modes and contract handling"],"validators":["focused_tests","project_tests"],"constraints":["isolate vendor-specific code","handle retries/idempotency where applicable"],"text":"I need to subscription for the existing application","example_index":2}
{"recipe_id":"subscription_billing","title":"Subscription billing","category":"integration","description":"Plan and execute subscription billing while adapting to the existing project architecture.","keywords":["subscription","billing","recurring payment"],"inspect":["Inspect current adapters/config and external contract","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"subscription_state_machine","description":"subscription state machine"}],"typical_tasks":["Inspect current adapters/config and external contract","Implement isolated adapter/integration","Validate failure modes and contract handling"],"validators":["focused_tests","project_tests"],"constraints":["isolate vendor-specific code","handle retries/idempotency where applicable"],"text":"Please handle recurring payment without rewriting unrelated code","example_index":3}
{"recipe_id":"third_party_api_integration","title":"Third-party API integration","category":"integration","description":"Plan and execute third-party api integration while adapting to the existing project architecture.","keywords":["third party api","external api","api integration"],"inspect":["Inspect current adapters/config and external contract","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"typed_api_adapter","description":"typed api adapter"}],"typical_tasks":["Inspect current adapters/config and external contract","Implement isolated adapter/integration","Validate failure modes and contract handling"],"validators":["focused_tests","project_tests"],"constraints":["isolate vendor-specific code","handle retries/idempotency where applicable"],"text":"Third-party API integration","example_index":0}
{"recipe_id":"third_party_api_integration","title":"Third-party API integration","category":"integration","description":"Plan and execute third-party api integration while adapting to the existing project architecture.","keywords":["third party api","external api","api integration"],"inspect":["Inspect current adapters/config and external contract","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"typed_api_adapter","description":"typed api adapter"}],"typical_tasks":["Inspect current adapters/config and external contract","Implement isolated adapter/integration","Validate failure modes and contract handling"],"validators":["focused_tests","project_tests"],"constraints":["isolate vendor-specific code","handle retries/idempotency where applicable"],"text":"Implement third-party api integration in this project","example_index":1}
{"recipe_id":"third_party_api_integration","title":"Third-party API integration","category":"integration","description":"Plan and execute third-party api integration while adapting to the existing project architecture.","keywords":["third party api","external api","api integration"],"inspect":["Inspect current adapters/config and external contract","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"typed_api_adapter","description":"typed api adapter"}],"typical_tasks":["Inspect current adapters/config and external contract","Implement isolated adapter/integration","Validate failure modes and contract handling"],"validators":["focused_tests","project_tests"],"constraints":["isolate vendor-specific code","handle retries/idempotency where applicable"],"text":"I need to third party api for the existing application","example_index":2}
{"recipe_id":"third_party_api_integration","title":"Third-party API integration","category":"integration","description":"Plan and execute third-party api integration while adapting to the existing project architecture.","keywords":["third party api","external api","api integration"],"inspect":["Inspect current adapters/config and external contract","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"typed_api_adapter","description":"typed api adapter"}],"typical_tasks":["Inspect current adapters/config and external contract","Implement isolated adapter/integration","Validate failure modes and contract handling"],"validators":["focused_tests","project_tests"],"constraints":["isolate vendor-specific code","handle retries/idempotency where applicable"],"text":"Please handle api integration without rewriting unrelated code","example_index":3}
{"recipe_id":"sdk_integration","title":"SDK integration","category":"integration","description":"Plan and execute sdk integration while adapting to the existing project architecture.","keywords":["sdk","client library","vendor sdk"],"inspect":["Inspect current adapters/config and external contract","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"sdk_adapter","description":"sdk adapter"}],"typical_tasks":["Inspect current adapters/config and external contract","Implement isolated adapter/integration","Validate failure modes and contract handling"],"validators":["focused_tests","project_tests"],"constraints":["isolate vendor-specific code","handle retries/idempotency where applicable"],"text":"SDK integration","example_index":0}
{"recipe_id":"sdk_integration","title":"SDK integration","category":"integration","description":"Plan and execute sdk integration while adapting to the existing project architecture.","keywords":["sdk","client library","vendor sdk"],"inspect":["Inspect current adapters/config and external contract","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"sdk_adapter","description":"sdk adapter"}],"typical_tasks":["Inspect current adapters/config and external contract","Implement isolated adapter/integration","Validate failure modes and contract handling"],"validators":["focused_tests","project_tests"],"constraints":["isolate vendor-specific code","handle retries/idempotency where applicable"],"text":"Implement sdk integration in this project","example_index":1}
{"recipe_id":"sdk_integration","title":"SDK integration","category":"integration","description":"Plan and execute sdk integration while adapting to the existing project architecture.","keywords":["sdk","client library","vendor sdk"],"inspect":["Inspect current adapters/config and external contract","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"sdk_adapter","description":"sdk adapter"}],"typical_tasks":["Inspect current adapters/config and external contract","Implement isolated adapter/integration","Validate failure modes and contract handling"],"validators":["focused_tests","project_tests"],"constraints":["isolate vendor-specific code","handle retries/idempotency where applicable"],"text":"I need to sdk for the existing application","example_index":2}
{"recipe_id":"sdk_integration","title":"SDK integration","category":"integration","description":"Plan and execute sdk integration while adapting to the existing project architecture.","keywords":["sdk","client library","vendor sdk"],"inspect":["Inspect current adapters/config and external contract","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"sdk_adapter","description":"sdk adapter"}],"typical_tasks":["Inspect current adapters/config and external contract","Implement isolated adapter/integration","Validate failure modes and contract handling"],"validators":["focused_tests","project_tests"],"constraints":["isolate vendor-specific code","handle retries/idempotency where applicable"],"text":"Please handle vendor sdk without rewriting unrelated code","example_index":3}
{"recipe_id":"data_import","title":"Data import","category":"data","description":"Plan and execute data import while adapting to the existing project architecture.","keywords":["data import","import records","ingest file"],"inspect":["Inspect schema/data flow and persistence conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"validated_import_pipeline","description":"validated import pipeline"}],"typical_tasks":["Inspect schema/data flow and persistence conventions","Implement data change with migration/validation","Run data integrity and regression validation"],"validators":["focused_tests","project_tests"],"constraints":["preserve data integrity","prefer reversible migrations"],"text":"Data import","example_index":0}
{"recipe_id":"data_import","title":"Data import","category":"data","description":"Plan and execute data import while adapting to the existing project architecture.","keywords":["data import","import records","ingest file"],"inspect":["Inspect schema/data flow and persistence conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"validated_import_pipeline","description":"validated import pipeline"}],"typical_tasks":["Inspect schema/data flow and persistence conventions","Implement data change with migration/validation","Run data integrity and regression validation"],"validators":["focused_tests","project_tests"],"constraints":["preserve data integrity","prefer reversible migrations"],"text":"Implement data import in this project","example_index":1}
{"recipe_id":"data_import","title":"Data import","category":"data","description":"Plan and execute data import while adapting to the existing project architecture.","keywords":["data import","import records","ingest file"],"inspect":["Inspect schema/data flow and persistence conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"validated_import_pipeline","description":"validated import pipeline"}],"typical_tasks":["Inspect schema/data flow and persistence conventions","Implement data change with migration/validation","Run data integrity and regression validation"],"validators":["focused_tests","project_tests"],"constraints":["preserve data integrity","prefer reversible migrations"],"text":"I need to data import for the existing application","example_index":2}
{"recipe_id":"data_import","title":"Data import","category":"data","description":"Plan and execute data import while adapting to the existing project architecture.","keywords":["data import","import records","ingest file"],"inspect":["Inspect schema/data flow and persistence conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"validated_import_pipeline","description":"validated import pipeline"}],"typical_tasks":["Inspect schema/data flow and persistence conventions","Implement data change with migration/validation","Run data integrity and regression validation"],"validators":["focused_tests","project_tests"],"constraints":["preserve data integrity","prefer reversible migrations"],"text":"Please handle ingest file without rewriting unrelated code","example_index":3}
{"recipe_id":"data_export","title":"Data export","category":"data","description":"Plan and execute data export while adapting to the existing project architecture.","keywords":["data export","export records","download data"],"inspect":["Inspect schema/data flow and persistence conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"streamed_export","description":"streamed export"}],"typical_tasks":["Inspect schema/data flow and persistence conventions","Implement data change with migration/validation","Run data integrity and regression validation"],"validators":["focused_tests","project_tests"],"constraints":["preserve data integrity","prefer reversible migrations"],"text":"Data export","example_index":0}
{"recipe_id":"data_export","title":"Data export","category":"data","description":"Plan and execute data export while adapting to the existing project architecture.","keywords":["data export","export records","download data"],"inspect":["Inspect schema/data flow and persistence conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"streamed_export","description":"streamed export"}],"typical_tasks":["Inspect schema/data flow and persistence conventions","Implement data change with migration/validation","Run data integrity and regression validation"],"validators":["focused_tests","project_tests"],"constraints":["preserve data integrity","prefer reversible migrations"],"text":"Implement data export in this project","example_index":1}
{"recipe_id":"data_export","title":"Data export","category":"data","description":"Plan and execute data export while adapting to the existing project architecture.","keywords":["data export","export records","download data"],"inspect":["Inspect schema/data flow and persistence conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"streamed_export","description":"streamed export"}],"typical_tasks":["Inspect schema/data flow and persistence conventions","Implement data change with migration/validation","Run data integrity and regression validation"],"validators":["focused_tests","project_tests"],"constraints":["preserve data integrity","prefer reversible migrations"],"text":"I need to data export for the existing application","example_index":2}
{"recipe_id":"data_export","title":"Data export","category":"data","description":"Plan and execute data export while adapting to the existing project architecture.","keywords":["data export","export records","download data"],"inspect":["Inspect schema/data flow and persistence conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"streamed_export","description":"streamed export"}],"typical_tasks":["Inspect schema/data flow and persistence conventions","Implement data change with migration/validation","Run data integrity and regression validation"],"validators":["focused_tests","project_tests"],"constraints":["preserve data integrity","prefer reversible migrations"],"text":"Please handle download data without rewriting unrelated code","example_index":3}
{"recipe_id":"csv_processing","title":"CSV processing","category":"data","description":"Plan and execute csv processing while adapting to the existing project architecture.","keywords":["csv","comma separated","csv parser"],"inspect":["Inspect schema/data flow and persistence conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"streaming_csv_pipeline","description":"streaming csv pipeline"}],"typical_tasks":["Inspect schema/data flow and persistence conventions","Implement data change with migration/validation","Run data integrity and regression validation"],"validators":["focused_tests","project_tests"],"constraints":["preserve data integrity","prefer reversible migrations"],"text":"CSV processing","example_index":0}
{"recipe_id":"csv_processing","title":"CSV processing","category":"data","description":"Plan and execute csv processing while adapting to the existing project architecture.","keywords":["csv","comma separated","csv parser"],"inspect":["Inspect schema/data flow and persistence conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"streaming_csv_pipeline","description":"streaming csv pipeline"}],"typical_tasks":["Inspect schema/data flow and persistence conventions","Implement data change with migration/validation","Run data integrity and regression validation"],"validators":["focused_tests","project_tests"],"constraints":["preserve data integrity","prefer reversible migrations"],"text":"Implement csv processing in this project","example_index":1}
{"recipe_id":"csv_processing","title":"CSV processing","category":"data","description":"Plan and execute csv processing while adapting to the existing project architecture.","keywords":["csv","comma separated","csv parser"],"inspect":["Inspect schema/data flow and persistence conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"streaming_csv_pipeline","description":"streaming csv pipeline"}],"typical_tasks":["Inspect schema/data flow and persistence conventions","Implement data change with migration/validation","Run data integrity and regression validation"],"validators":["focused_tests","project_tests"],"constraints":["preserve data integrity","prefer reversible migrations"],"text":"I need to csv for the existing application","example_index":2}
{"recipe_id":"csv_processing","title":"CSV processing","category":"data","description":"Plan and execute csv processing while adapting to the existing project architecture.","keywords":["csv","comma separated","csv parser"],"inspect":["Inspect schema/data flow and persistence conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"streaming_csv_pipeline","description":"streaming csv pipeline"}],"typical_tasks":["Inspect schema/data flow and persistence conventions","Implement data change with migration/validation","Run data integrity and regression validation"],"validators":["focused_tests","project_tests"],"constraints":["preserve data integrity","prefer reversible migrations"],"text":"Please handle csv parser without rewriting unrelated code","example_index":3}
{"recipe_id":"json_processing","title":"JSON processing","category":"data","description":"Plan and execute json processing while adapting to the existing project architecture.","keywords":["json processing","json parser","json transform"],"inspect":["Inspect schema/data flow and persistence conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"schema_validated_json","description":"schema validated json"}],"typical_tasks":["Inspect schema/data flow and persistence conventions","Implement data change with migration/validation","Run data integrity and regression validation"],"validators":["focused_tests","project_tests"],"constraints":["preserve data integrity","prefer reversible migrations"],"text":"JSON processing","example_index":0}
{"recipe_id":"json_processing","title":"JSON processing","category":"data","description":"Plan and execute json processing while adapting to the existing project architecture.","keywords":["json processing","json parser","json transform"],"inspect":["Inspect schema/data flow and persistence conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"schema_validated_json","description":"schema validated json"}],"typical_tasks":["Inspect schema/data flow and persistence conventions","Implement data change with migration/validation","Run data integrity and regression validation"],"validators":["focused_tests","project_tests"],"constraints":["preserve data integrity","prefer reversible migrations"],"text":"Implement json processing in this project","example_index":1}
{"recipe_id":"json_processing","title":"JSON processing","category":"data","description":"Plan and execute json processing while adapting to the existing project architecture.","keywords":["json processing","json parser","json transform"],"inspect":["Inspect schema/data flow and persistence conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"schema_validated_json","description":"schema validated json"}],"typical_tasks":["Inspect schema/data flow and persistence conventions","Implement data change with migration/validation","Run data integrity and regression validation"],"validators":["focused_tests","project_tests"],"constraints":["preserve data integrity","prefer reversible migrations"],"text":"I need to json processing for the existing application","example_index":2}
{"recipe_id":"json_processing","title":"JSON processing","category":"data","description":"Plan and execute json processing while adapting to the existing project architecture.","keywords":["json processing","json parser","json transform"],"inspect":["Inspect schema/data flow and persistence conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"schema_validated_json","description":"schema validated json"}],"typical_tasks":["Inspect schema/data flow and persistence conventions","Implement data change with migration/validation","Run data integrity and regression validation"],"validators":["focused_tests","project_tests"],"constraints":["preserve data integrity","prefer reversible migrations"],"text":"Please handle json transform without rewriting unrelated code","example_index":3}
{"recipe_id":"etl_pipeline","title":"ETL pipeline","category":"data","description":"Plan and execute etl pipeline while adapting to the existing project architecture.","keywords":["etl","extract transform load","pipeline"],"inspect":["Inspect schema/data flow and persistence conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"staged_etl","description":"staged etl"}],"typical_tasks":["Inspect schema/data flow and persistence conventions","Implement data change with migration/validation","Run data integrity and regression validation"],"validators":["focused_tests","project_tests"],"constraints":["preserve data integrity","prefer reversible migrations"],"text":"ETL pipeline","example_index":0}
{"recipe_id":"etl_pipeline","title":"ETL pipeline","category":"data","description":"Plan and execute etl pipeline while adapting to the existing project architecture.","keywords":["etl","extract transform load","pipeline"],"inspect":["Inspect schema/data flow and persistence conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"staged_etl","description":"staged etl"}],"typical_tasks":["Inspect schema/data flow and persistence conventions","Implement data change with migration/validation","Run data integrity and regression validation"],"validators":["focused_tests","project_tests"],"constraints":["preserve data integrity","prefer reversible migrations"],"text":"Implement etl pipeline in this project","example_index":1}
{"recipe_id":"etl_pipeline","title":"ETL pipeline","category":"data","description":"Plan and execute etl pipeline while adapting to the existing project architecture.","keywords":["etl","extract transform load","pipeline"],"inspect":["Inspect schema/data flow and persistence conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"staged_etl","description":"staged etl"}],"typical_tasks":["Inspect schema/data flow and persistence conventions","Implement data change with migration/validation","Run data integrity and regression validation"],"validators":["focused_tests","project_tests"],"constraints":["preserve data integrity","prefer reversible migrations"],"text":"I need to etl for the existing application","example_index":2}
{"recipe_id":"etl_pipeline","title":"ETL pipeline","category":"data","description":"Plan and execute etl pipeline while adapting to the existing project architecture.","keywords":["etl","extract transform load","pipeline"],"inspect":["Inspect schema/data flow and persistence conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"staged_etl","description":"staged etl"}],"typical_tasks":["Inspect schema/data flow and persistence conventions","Implement data change with migration/validation","Run data integrity and regression validation"],"validators":["focused_tests","project_tests"],"constraints":["preserve data integrity","prefer reversible migrations"],"text":"Please handle pipeline without rewriting unrelated code","example_index":3}
{"recipe_id":"data_validation","title":"Data validation","category":"data","description":"Plan and execute data validation while adapting to the existing project architecture.","keywords":["data validation","schema validation","validate records"],"inspect":["Inspect schema/data flow and persistence conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"schema_boundary_validation","description":"schema boundary validation"}],"typical_tasks":["Inspect schema/data flow and persistence conventions","Implement data change with migration/validation","Run data integrity and regression validation"],"validators":["focused_tests","project_tests"],"constraints":["preserve data integrity","prefer reversible migrations"],"text":"Data validation","example_index":0}
{"recipe_id":"data_validation","title":"Data validation","category":"data","description":"Plan and execute data validation while adapting to the existing project architecture.","keywords":["data validation","schema validation","validate records"],"inspect":["Inspect schema/data flow and persistence conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"schema_boundary_validation","description":"schema boundary validation"}],"typical_tasks":["Inspect schema/data flow and persistence conventions","Implement data change with migration/validation","Run data integrity and regression validation"],"validators":["focused_tests","project_tests"],"constraints":["preserve data integrity","prefer reversible migrations"],"text":"Implement data validation in this project","example_index":1}
{"recipe_id":"data_validation","title":"Data validation","category":"data","description":"Plan and execute data validation while adapting to the existing project architecture.","keywords":["data validation","schema validation","validate records"],"inspect":["Inspect schema/data flow and persistence conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"schema_boundary_validation","description":"schema boundary validation"}],"typical_tasks":["Inspect schema/data flow and persistence conventions","Implement data change with migration/validation","Run data integrity and regression validation"],"validators":["focused_tests","project_tests"],"constraints":["preserve data integrity","prefer reversible migrations"],"text":"I need to data validation for the existing application","example_index":2}
{"recipe_id":"data_validation","title":"Data validation","category":"data","description":"Plan and execute data validation while adapting to the existing project architecture.","keywords":["data validation","schema validation","validate records"],"inspect":["Inspect schema/data flow and persistence conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"schema_boundary_validation","description":"schema boundary validation"}],"typical_tasks":["Inspect schema/data flow and persistence conventions","Implement data change with migration/validation","Run data integrity and regression validation"],"validators":["focused_tests","project_tests"],"constraints":["preserve data integrity","prefer reversible migrations"],"text":"Please handle validate records without rewriting unrelated code","example_index":3}
{"recipe_id":"batch_processing","title":"Batch processing","category":"data","description":"Plan and execute batch processing while adapting to the existing project architecture.","keywords":["batch processing","bulk job","chunk processing"],"inspect":["Inspect schema/data flow and persistence conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"chunked_idempotent_batch","description":"chunked idempotent batch"}],"typical_tasks":["Inspect schema/data flow and persistence conventions","Implement data change with migration/validation","Run data integrity and regression validation"],"validators":["focused_tests","project_tests"],"constraints":["preserve data integrity","prefer reversible migrations"],"text":"Batch processing","example_index":0}
{"recipe_id":"batch_processing","title":"Batch processing","category":"data","description":"Plan and execute batch processing while adapting to the existing project architecture.","keywords":["batch processing","bulk job","chunk processing"],"inspect":["Inspect schema/data flow and persistence conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"chunked_idempotent_batch","description":"chunked idempotent batch"}],"typical_tasks":["Inspect schema/data flow and persistence conventions","Implement data change with migration/validation","Run data integrity and regression validation"],"validators":["focused_tests","project_tests"],"constraints":["preserve data integrity","prefer reversible migrations"],"text":"Implement batch processing in this project","example_index":1}
{"recipe_id":"batch_processing","title":"Batch processing","category":"data","description":"Plan and execute batch processing while adapting to the existing project architecture.","keywords":["batch processing","bulk job","chunk processing"],"inspect":["Inspect schema/data flow and persistence conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"chunked_idempotent_batch","description":"chunked idempotent batch"}],"typical_tasks":["Inspect schema/data flow and persistence conventions","Implement data change with migration/validation","Run data integrity and regression validation"],"validators":["focused_tests","project_tests"],"constraints":["preserve data integrity","prefer reversible migrations"],"text":"I need to batch processing for the existing application","example_index":2}
{"recipe_id":"batch_processing","title":"Batch processing","category":"data","description":"Plan and execute batch processing while adapting to the existing project architecture.","keywords":["batch processing","bulk job","chunk processing"],"inspect":["Inspect schema/data flow and persistence conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"chunked_idempotent_batch","description":"chunked idempotent batch"}],"typical_tasks":["Inspect schema/data flow and persistence conventions","Implement data change with migration/validation","Run data integrity and regression validation"],"validators":["focused_tests","project_tests"],"constraints":["preserve data integrity","prefer reversible migrations"],"text":"Please handle chunk processing without rewriting unrelated code","example_index":3}
{"recipe_id":"streaming_pipeline","title":"Streaming pipeline","category":"data","description":"Plan and execute streaming pipeline while adapting to the existing project architecture.","keywords":["stream processing","streaming pipeline","kafka stream"],"inspect":["Inspect schema/data flow and persistence conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"consumer_transform_sink","description":"consumer transform sink"}],"typical_tasks":["Inspect schema/data flow and persistence conventions","Implement data change with migration/validation","Run data integrity and regression validation"],"validators":["focused_tests","project_tests"],"constraints":["preserve data integrity","prefer reversible migrations"],"text":"Streaming pipeline","example_index":0}
{"recipe_id":"streaming_pipeline","title":"Streaming pipeline","category":"data","description":"Plan and execute streaming pipeline while adapting to the existing project architecture.","keywords":["stream processing","streaming pipeline","kafka stream"],"inspect":["Inspect schema/data flow and persistence conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"consumer_transform_sink","description":"consumer transform sink"}],"typical_tasks":["Inspect schema/data flow and persistence conventions","Implement data change with migration/validation","Run data integrity and regression validation"],"validators":["focused_tests","project_tests"],"constraints":["preserve data integrity","prefer reversible migrations"],"text":"Implement streaming pipeline in this project","example_index":1}
{"recipe_id":"streaming_pipeline","title":"Streaming pipeline","category":"data","description":"Plan and execute streaming pipeline while adapting to the existing project architecture.","keywords":["stream processing","streaming pipeline","kafka stream"],"inspect":["Inspect schema/data flow and persistence conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"consumer_transform_sink","description":"consumer transform sink"}],"typical_tasks":["Inspect schema/data flow and persistence conventions","Implement data change with migration/validation","Run data integrity and regression validation"],"validators":["focused_tests","project_tests"],"constraints":["preserve data integrity","prefer reversible migrations"],"text":"I need to stream processing for the existing application","example_index":2}
{"recipe_id":"streaming_pipeline","title":"Streaming pipeline","category":"data","description":"Plan and execute streaming pipeline while adapting to the existing project architecture.","keywords":["stream processing","streaming pipeline","kafka stream"],"inspect":["Inspect schema/data flow and persistence conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"consumer_transform_sink","description":"consumer transform sink"}],"typical_tasks":["Inspect schema/data flow and persistence conventions","Implement data change with migration/validation","Run data integrity and regression validation"],"validators":["focused_tests","project_tests"],"constraints":["preserve data integrity","prefer reversible migrations"],"text":"Please handle kafka stream without rewriting unrelated code","example_index":3}
{"recipe_id":"frontend_component","title":"Frontend component","category":"frontend","description":"Plan and execute frontend component while adapting to the existing project architecture.","keywords":["frontend component","react component","vue component","ui component"],"inspect":["Inspect component/router/design-system conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"existing_component_system","description":"existing component system"}],"typical_tasks":["Inspect component/router/design-system conventions","Implement focused UI change","Run frontend tests/build and accessibility checks where relevant"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["reuse existing design system","avoid unrelated visual rewrites"],"text":"Frontend component","example_index":0}
{"recipe_id":"frontend_component","title":"Frontend component","category":"frontend","description":"Plan and execute frontend component while adapting to the existing project architecture.","keywords":["frontend component","react component","vue component","ui component"],"inspect":["Inspect component/router/design-system conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"existing_component_system","description":"existing component system"}],"typical_tasks":["Inspect component/router/design-system conventions","Implement focused UI change","Run frontend tests/build and accessibility checks where relevant"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["reuse existing design system","avoid unrelated visual rewrites"],"text":"Implement frontend component in this project","example_index":1}
{"recipe_id":"frontend_component","title":"Frontend component","category":"frontend","description":"Plan and execute frontend component while adapting to the existing project architecture.","keywords":["frontend component","react component","vue component","ui component"],"inspect":["Inspect component/router/design-system conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"existing_component_system","description":"existing component system"}],"typical_tasks":["Inspect component/router/design-system conventions","Implement focused UI change","Run frontend tests/build and accessibility checks where relevant"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["reuse existing design system","avoid unrelated visual rewrites"],"text":"I need to frontend component for the existing application","example_index":2}
{"recipe_id":"frontend_component","title":"Frontend component","category":"frontend","description":"Plan and execute frontend component while adapting to the existing project architecture.","keywords":["frontend component","react component","vue component","ui component"],"inspect":["Inspect component/router/design-system conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"existing_component_system","description":"existing component system"}],"typical_tasks":["Inspect component/router/design-system conventions","Implement focused UI change","Run frontend tests/build and accessibility checks where relevant"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["reuse existing design system","avoid unrelated visual rewrites"],"text":"Please handle ui component without rewriting unrelated code","example_index":3}
{"recipe_id":"frontend_page","title":"Frontend page","category":"frontend","description":"Plan and execute frontend page while adapting to the existing project architecture.","keywords":["frontend page","new page","route page"],"inspect":["Inspect component/router/design-system conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"existing_router_page","description":"existing router page"}],"typical_tasks":["Inspect component/router/design-system conventions","Implement focused UI change","Run frontend tests/build and accessibility checks where relevant"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["reuse existing design system","avoid unrelated visual rewrites"],"text":"Frontend page","example_index":0}
{"recipe_id":"frontend_page","title":"Frontend page","category":"frontend","description":"Plan and execute frontend page while adapting to the existing project architecture.","keywords":["frontend page","new page","route page"],"inspect":["Inspect component/router/design-system conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"existing_router_page","description":"existing router page"}],"typical_tasks":["Inspect component/router/design-system conventions","Implement focused UI change","Run frontend tests/build and accessibility checks where relevant"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["reuse existing design system","avoid unrelated visual rewrites"],"text":"Implement frontend page in this project","example_index":1}
{"recipe_id":"frontend_page","title":"Frontend page","category":"frontend","description":"Plan and execute frontend page while adapting to the existing project architecture.","keywords":["frontend page","new page","route page"],"inspect":["Inspect component/router/design-system conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"existing_router_page","description":"existing router page"}],"typical_tasks":["Inspect component/router/design-system conventions","Implement focused UI change","Run frontend tests/build and accessibility checks where relevant"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["reuse existing design system","avoid unrelated visual rewrites"],"text":"I need to frontend page for the existing application","example_index":2}
{"recipe_id":"frontend_page","title":"Frontend page","category":"frontend","description":"Plan and execute frontend page while adapting to the existing project architecture.","keywords":["frontend page","new page","route page"],"inspect":["Inspect component/router/design-system conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"existing_router_page","description":"existing router page"}],"typical_tasks":["Inspect component/router/design-system conventions","Implement focused UI change","Run frontend tests/build and accessibility checks where relevant"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["reuse existing design system","avoid unrelated visual rewrites"],"text":"Please handle route page without rewriting unrelated code","example_index":3}
{"recipe_id":"form_workflow","title":"Form workflow","category":"frontend","description":"Plan and execute form workflow while adapting to the existing project architecture.","keywords":["form","form validation","wizard"],"inspect":["Inspect component/router/design-system conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"controlled_form_schema","description":"controlled form schema"}],"typical_tasks":["Inspect component/router/design-system conventions","Implement focused UI change","Run frontend tests/build and accessibility checks where relevant"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["reuse existing design system","avoid unrelated visual rewrites"],"text":"Form workflow","example_index":0}
{"recipe_id":"form_workflow","title":"Form workflow","category":"frontend","description":"Plan and execute form workflow while adapting to the existing project architecture.","keywords":["form","form validation","wizard"],"inspect":["Inspect component/router/design-system conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"controlled_form_schema","description":"controlled form schema"}],"typical_tasks":["Inspect component/router/design-system conventions","Implement focused UI change","Run frontend tests/build and accessibility checks where relevant"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["reuse existing design system","avoid unrelated visual rewrites"],"text":"Implement form workflow in this project","example_index":1}
{"recipe_id":"form_workflow","title":"Form workflow","category":"frontend","description":"Plan and execute form workflow while adapting to the existing project architecture.","keywords":["form","form validation","wizard"],"inspect":["Inspect component/router/design-system conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"controlled_form_schema","description":"controlled form schema"}],"typical_tasks":["Inspect component/router/design-system conventions","Implement focused UI change","Run frontend tests/build and accessibility checks where relevant"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["reuse existing design system","avoid unrelated visual rewrites"],"text":"I need to form for the existing application","example_index":2}
{"recipe_id":"form_workflow","title":"Form workflow","category":"frontend","description":"Plan and execute form workflow while adapting to the existing project architecture.","keywords":["form","form validation","wizard"],"inspect":["Inspect component/router/design-system conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"controlled_form_schema","description":"controlled form schema"}],"typical_tasks":["Inspect component/router/design-system conventions","Implement focused UI change","Run frontend tests/build and accessibility checks where relevant"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["reuse existing design system","avoid unrelated visual rewrites"],"text":"Please handle wizard without rewriting unrelated code","example_index":3}
{"recipe_id":"state_management","title":"Frontend state management","category":"frontend","description":"Plan and execute frontend state management while adapting to the existing project architecture.","keywords":["state management","redux","zustand","pinia"],"inspect":["Inspect component/router/design-system conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"existing_state_store","description":"existing state store"}],"typical_tasks":["Inspect component/router/design-system conventions","Implement focused UI change","Run frontend tests/build and accessibility checks where relevant"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["reuse existing design system","avoid unrelated visual rewrites"],"text":"Frontend state management","example_index":0}
{"recipe_id":"state_management","title":"Frontend state management","category":"frontend","description":"Plan and execute frontend state management while adapting to the existing project architecture.","keywords":["state management","redux","zustand","pinia"],"inspect":["Inspect component/router/design-system conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"existing_state_store","description":"existing state store"}],"typical_tasks":["Inspect component/router/design-system conventions","Implement focused UI change","Run frontend tests/build and accessibility checks where relevant"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["reuse existing design system","avoid unrelated visual rewrites"],"text":"Implement frontend state management in this project","example_index":1}
{"recipe_id":"state_management","title":"Frontend state management","category":"frontend","description":"Plan and execute frontend state management while adapting to the existing project architecture.","keywords":["state management","redux","zustand","pinia"],"inspect":["Inspect component/router/design-system conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"existing_state_store","description":"existing state store"}],"typical_tasks":["Inspect component/router/design-system conventions","Implement focused UI change","Run frontend tests/build and accessibility checks where relevant"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["reuse existing design system","avoid unrelated visual rewrites"],"text":"I need to state management for the existing application","example_index":2}
{"recipe_id":"state_management","title":"Frontend state management","category":"frontend","description":"Plan and execute frontend state management while adapting to the existing project architecture.","keywords":["state management","redux","zustand","pinia"],"inspect":["Inspect component/router/design-system conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"existing_state_store","description":"existing state store"}],"typical_tasks":["Inspect component/router/design-system conventions","Implement focused UI change","Run frontend tests/build and accessibility checks where relevant"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["reuse existing design system","avoid unrelated visual rewrites"],"text":"Please handle pinia without rewriting unrelated code","example_index":3}
{"recipe_id":"frontend_api_integration","title":"Frontend API integration","category":"frontend","description":"Plan and execute frontend api integration while adapting to the existing project architecture.","keywords":["frontend api","fetch api","api client"],"inspect":["Inspect component/router/design-system conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"typed_frontend_client","description":"typed frontend client"}],"typical_tasks":["Inspect component/router/design-system conventions","Implement focused UI change","Run frontend tests/build and accessibility checks where relevant"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["reuse existing design system","avoid unrelated visual rewrites"],"text":"Frontend API integration","example_index":0}
{"recipe_id":"frontend_api_integration","title":"Frontend API integration","category":"frontend","description":"Plan and execute frontend api integration while adapting to the existing project architecture.","keywords":["frontend api","fetch api","api client"],"inspect":["Inspect component/router/design-system conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"typed_frontend_client","description":"typed frontend client"}],"typical_tasks":["Inspect component/router/design-system conventions","Implement focused UI change","Run frontend tests/build and accessibility checks where relevant"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["reuse existing design system","avoid unrelated visual rewrites"],"text":"Implement frontend api integration in this project","example_index":1}
{"recipe_id":"frontend_api_integration","title":"Frontend API integration","category":"frontend","description":"Plan and execute frontend api integration while adapting to the existing project architecture.","keywords":["frontend api","fetch api","api client"],"inspect":["Inspect component/router/design-system conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"typed_frontend_client","description":"typed frontend client"}],"typical_tasks":["Inspect component/router/design-system conventions","Implement focused UI change","Run frontend tests/build and accessibility checks where relevant"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["reuse existing design system","avoid unrelated visual rewrites"],"text":"I need to frontend api for the existing application","example_index":2}
{"recipe_id":"frontend_api_integration","title":"Frontend API integration","category":"frontend","description":"Plan and execute frontend api integration while adapting to the existing project architecture.","keywords":["frontend api","fetch api","api client"],"inspect":["Inspect component/router/design-system conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"typed_frontend_client","description":"typed frontend client"}],"typical_tasks":["Inspect component/router/design-system conventions","Implement focused UI change","Run frontend tests/build and accessibility checks where relevant"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["reuse existing design system","avoid unrelated visual rewrites"],"text":"Please handle api client without rewriting unrelated code","example_index":3}
{"recipe_id":"responsive_ui","title":"Responsive UI","category":"frontend","description":"Plan and execute responsive ui while adapting to the existing project architecture.","keywords":["responsive","mobile layout","breakpoint"],"inspect":["Inspect component/router/design-system conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"mobile_first_adjustment","description":"mobile first adjustment"}],"typical_tasks":["Inspect component/router/design-system conventions","Implement focused UI change","Run frontend tests/build and accessibility checks where relevant"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["reuse existing design system","avoid unrelated visual rewrites"],"text":"Responsive UI","example_index":0}
{"recipe_id":"responsive_ui","title":"Responsive UI","category":"frontend","description":"Plan and execute responsive ui while adapting to the existing project architecture.","keywords":["responsive","mobile layout","breakpoint"],"inspect":["Inspect component/router/design-system conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"mobile_first_adjustment","description":"mobile first adjustment"}],"typical_tasks":["Inspect component/router/design-system conventions","Implement focused UI change","Run frontend tests/build and accessibility checks where relevant"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["reuse existing design system","avoid unrelated visual rewrites"],"text":"Implement responsive ui in this project","example_index":1}
{"recipe_id":"responsive_ui","title":"Responsive UI","category":"frontend","description":"Plan and execute responsive ui while adapting to the existing project architecture.","keywords":["responsive","mobile layout","breakpoint"],"inspect":["Inspect component/router/design-system conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"mobile_first_adjustment","description":"mobile first adjustment"}],"typical_tasks":["Inspect component/router/design-system conventions","Implement focused UI change","Run frontend tests/build and accessibility checks where relevant"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["reuse existing design system","avoid unrelated visual rewrites"],"text":"I need to responsive for the existing application","example_index":2}
{"recipe_id":"responsive_ui","title":"Responsive UI","category":"frontend","description":"Plan and execute responsive ui while adapting to the existing project architecture.","keywords":["responsive","mobile layout","breakpoint"],"inspect":["Inspect component/router/design-system conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"mobile_first_adjustment","description":"mobile first adjustment"}],"typical_tasks":["Inspect component/router/design-system conventions","Implement focused UI change","Run frontend tests/build and accessibility checks where relevant"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["reuse existing design system","avoid unrelated visual rewrites"],"text":"Please handle breakpoint without rewriting unrelated code","example_index":3}
{"recipe_id":"accessibility_improvement","title":"Accessibility improvement","category":"frontend","description":"Plan and execute accessibility improvement while adapting to the existing project architecture.","keywords":["accessibility","a11y","aria","keyboard"],"inspect":["Inspect component/router/design-system conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"semantic_a11y_pass","description":"semantic a11y pass"}],"typical_tasks":["Inspect component/router/design-system conventions","Implement focused UI change","Run frontend tests/build and accessibility checks where relevant"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["reuse existing design system","avoid unrelated visual rewrites"],"text":"Accessibility improvement","example_index":0}
{"recipe_id":"accessibility_improvement","title":"Accessibility improvement","category":"frontend","description":"Plan and execute accessibility improvement while adapting to the existing project architecture.","keywords":["accessibility","a11y","aria","keyboard"],"inspect":["Inspect component/router/design-system conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"semantic_a11y_pass","description":"semantic a11y pass"}],"typical_tasks":["Inspect component/router/design-system conventions","Implement focused UI change","Run frontend tests/build and accessibility checks where relevant"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["reuse existing design system","avoid unrelated visual rewrites"],"text":"Implement accessibility improvement in this project","example_index":1}
{"recipe_id":"accessibility_improvement","title":"Accessibility improvement","category":"frontend","description":"Plan and execute accessibility improvement while adapting to the existing project architecture.","keywords":["accessibility","a11y","aria","keyboard"],"inspect":["Inspect component/router/design-system conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"semantic_a11y_pass","description":"semantic a11y pass"}],"typical_tasks":["Inspect component/router/design-system conventions","Implement focused UI change","Run frontend tests/build and accessibility checks where relevant"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["reuse existing design system","avoid unrelated visual rewrites"],"text":"I need to accessibility for the existing application","example_index":2}
{"recipe_id":"accessibility_improvement","title":"Accessibility improvement","category":"frontend","description":"Plan and execute accessibility improvement while adapting to the existing project architecture.","keywords":["accessibility","a11y","aria","keyboard"],"inspect":["Inspect component/router/design-system conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"semantic_a11y_pass","description":"semantic a11y pass"}],"typical_tasks":["Inspect component/router/design-system conventions","Implement focused UI change","Run frontend tests/build and accessibility checks where relevant"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["reuse existing design system","avoid unrelated visual rewrites"],"text":"Please handle keyboard without rewriting unrelated code","example_index":3}
{"recipe_id":"frontend_performance","title":"Frontend performance","category":"frontend","description":"Plan and execute frontend performance while adapting to the existing project architecture.","keywords":["frontend performance","bundle size","render performance"],"inspect":["Inspect component/router/design-system conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"measure_bundle_render","description":"measure bundle render"}],"typical_tasks":["Inspect component/router/design-system conventions","Implement focused UI change","Run frontend tests/build and accessibility checks where relevant"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["reuse existing design system","avoid unrelated visual rewrites"],"text":"Frontend performance","example_index":0}
{"recipe_id":"frontend_performance","title":"Frontend performance","category":"frontend","description":"Plan and execute frontend performance while adapting to the existing project architecture.","keywords":["frontend performance","bundle size","render performance"],"inspect":["Inspect component/router/design-system conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"measure_bundle_render","description":"measure bundle render"}],"typical_tasks":["Inspect component/router/design-system conventions","Implement focused UI change","Run frontend tests/build and accessibility checks where relevant"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["reuse existing design system","avoid unrelated visual rewrites"],"text":"Implement frontend performance in this project","example_index":1}
{"recipe_id":"frontend_performance","title":"Frontend performance","category":"frontend","description":"Plan and execute frontend performance while adapting to the existing project architecture.","keywords":["frontend performance","bundle size","render performance"],"inspect":["Inspect component/router/design-system conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"measure_bundle_render","description":"measure bundle render"}],"typical_tasks":["Inspect component/router/design-system conventions","Implement focused UI change","Run frontend tests/build and accessibility checks where relevant"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["reuse existing design system","avoid unrelated visual rewrites"],"text":"I need to frontend performance for the existing application","example_index":2}
{"recipe_id":"frontend_performance","title":"Frontend performance","category":"frontend","description":"Plan and execute frontend performance while adapting to the existing project architecture.","keywords":["frontend performance","bundle size","render performance"],"inspect":["Inspect component/router/design-system conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"measure_bundle_render","description":"measure bundle render"}],"typical_tasks":["Inspect component/router/design-system conventions","Implement focused UI change","Run frontend tests/build and accessibility checks where relevant"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["reuse existing design system","avoid unrelated visual rewrites"],"text":"Please handle render performance without rewriting unrelated code","example_index":3}
{"recipe_id":"css_styling","title":"CSS styling","category":"frontend","description":"Plan and execute css styling while adapting to the existing project architecture.","keywords":["css","styling","tailwind","layout"],"inspect":["Inspect component/router/design-system conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"existing_design_system","description":"existing design system"}],"typical_tasks":["Inspect component/router/design-system conventions","Implement focused UI change","Run frontend tests/build and accessibility checks where relevant"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["reuse existing design system","avoid unrelated visual rewrites"],"text":"CSS styling","example_index":0}
{"recipe_id":"css_styling","title":"CSS styling","category":"frontend","description":"Plan and execute css styling while adapting to the existing project architecture.","keywords":["css","styling","tailwind","layout"],"inspect":["Inspect component/router/design-system conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"existing_design_system","description":"existing design system"}],"typical_tasks":["Inspect component/router/design-system conventions","Implement focused UI change","Run frontend tests/build and accessibility checks where relevant"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["reuse existing design system","avoid unrelated visual rewrites"],"text":"Implement css styling in this project","example_index":1}
{"recipe_id":"css_styling","title":"CSS styling","category":"frontend","description":"Plan and execute css styling while adapting to the existing project architecture.","keywords":["css","styling","tailwind","layout"],"inspect":["Inspect component/router/design-system conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"existing_design_system","description":"existing design system"}],"typical_tasks":["Inspect component/router/design-system conventions","Implement focused UI change","Run frontend tests/build and accessibility checks where relevant"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["reuse existing design system","avoid unrelated visual rewrites"],"text":"I need to css for the existing application","example_index":2}
{"recipe_id":"css_styling","title":"CSS styling","category":"frontend","description":"Plan and execute css styling while adapting to the existing project architecture.","keywords":["css","styling","tailwind","layout"],"inspect":["Inspect component/router/design-system conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"existing_design_system","description":"existing design system"}],"typical_tasks":["Inspect component/router/design-system conventions","Implement focused UI change","Run frontend tests/build and accessibility checks where relevant"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["reuse existing design system","avoid unrelated visual rewrites"],"text":"Please handle layout without rewriting unrelated code","example_index":3}
{"recipe_id":"localization_i18n","title":"Localization / i18n","category":"frontend","description":"Plan and execute localization / i18n while adapting to the existing project architecture.","keywords":["i18n","localization","translations","locale"],"inspect":["Inspect component/router/design-system conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"message_catalog_i18n","description":"message catalog i18n"}],"typical_tasks":["Inspect component/router/design-system conventions","Implement focused UI change","Run frontend tests/build and accessibility checks where relevant"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["reuse existing design system","avoid unrelated visual rewrites"],"text":"Localization / i18n","example_index":0}
{"recipe_id":"localization_i18n","title":"Localization / i18n","category":"frontend","description":"Plan and execute localization / i18n while adapting to the existing project architecture.","keywords":["i18n","localization","translations","locale"],"inspect":["Inspect component/router/design-system conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"message_catalog_i18n","description":"message catalog i18n"}],"typical_tasks":["Inspect component/router/design-system conventions","Implement focused UI change","Run frontend tests/build and accessibility checks where relevant"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["reuse existing design system","avoid unrelated visual rewrites"],"text":"Implement localization / i18n in this project","example_index":1}
{"recipe_id":"localization_i18n","title":"Localization / i18n","category":"frontend","description":"Plan and execute localization / i18n while adapting to the existing project architecture.","keywords":["i18n","localization","translations","locale"],"inspect":["Inspect component/router/design-system conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"message_catalog_i18n","description":"message catalog i18n"}],"typical_tasks":["Inspect component/router/design-system conventions","Implement focused UI change","Run frontend tests/build and accessibility checks where relevant"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["reuse existing design system","avoid unrelated visual rewrites"],"text":"I need to i18n for the existing application","example_index":2}
{"recipe_id":"localization_i18n","title":"Localization / i18n","category":"frontend","description":"Plan and execute localization / i18n while adapting to the existing project architecture.","keywords":["i18n","localization","translations","locale"],"inspect":["Inspect component/router/design-system conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"message_catalog_i18n","description":"message catalog i18n"}],"typical_tasks":["Inspect component/router/design-system conventions","Implement focused UI change","Run frontend tests/build and accessibility checks where relevant"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["reuse existing design system","avoid unrelated visual rewrites"],"text":"Please handle locale without rewriting unrelated code","example_index":3}
{"recipe_id":"dockerize","title":"Dockerize application","category":"devops","description":"Plan and execute dockerize application while adapting to the existing project architecture.","keywords":["dockerize","dockerfile","containerize"],"inspect":["Inspect existing build/deploy/runtime configuration","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"multi_stage_container","description":"multi stage container"}],"typical_tasks":["Inspect existing build/deploy/runtime configuration","Implement minimal infrastructure/config change","Validate configuration and dry-run/build where possible"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["preserve existing environments","avoid embedding secrets"],"text":"Dockerize application","example_index":0}
{"recipe_id":"dockerize","title":"Dockerize application","category":"devops","description":"Plan and execute dockerize application while adapting to the existing project architecture.","keywords":["dockerize","dockerfile","containerize"],"inspect":["Inspect existing build/deploy/runtime configuration","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"multi_stage_container","description":"multi stage container"}],"typical_tasks":["Inspect existing build/deploy/runtime configuration","Implement minimal infrastructure/config change","Validate configuration and dry-run/build where possible"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["preserve existing environments","avoid embedding secrets"],"text":"Implement dockerize application in this project","example_index":1}
{"recipe_id":"dockerize","title":"Dockerize application","category":"devops","description":"Plan and execute dockerize application while adapting to the existing project architecture.","keywords":["dockerize","dockerfile","containerize"],"inspect":["Inspect existing build/deploy/runtime configuration","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"multi_stage_container","description":"multi stage container"}],"typical_tasks":["Inspect existing build/deploy/runtime configuration","Implement minimal infrastructure/config change","Validate configuration and dry-run/build where possible"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["preserve existing environments","avoid embedding secrets"],"text":"I need to dockerize for the existing application","example_index":2}
{"recipe_id":"dockerize","title":"Dockerize application","category":"devops","description":"Plan and execute dockerize application while adapting to the existing project architecture.","keywords":["dockerize","dockerfile","containerize"],"inspect":["Inspect existing build/deploy/runtime configuration","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"multi_stage_container","description":"multi stage container"}],"typical_tasks":["Inspect existing build/deploy/runtime configuration","Implement minimal infrastructure/config change","Validate configuration and dry-run/build where possible"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["preserve existing environments","avoid embedding secrets"],"text":"Please handle containerize without rewriting unrelated code","example_index":3}
{"recipe_id":"docker_compose","title":"Docker Compose setup","category":"devops","description":"Plan and execute docker compose setup while adapting to the existing project architecture.","keywords":["docker compose","compose.yaml","multi container"],"inspect":["Inspect existing build/deploy/runtime configuration","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"local_service_compose","description":"local service compose"}],"typical_tasks":["Inspect existing build/deploy/runtime configuration","Implement minimal infrastructure/config change","Validate configuration and dry-run/build where possible"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["preserve existing environments","avoid embedding secrets"],"text":"Docker Compose setup","example_index":0}
{"recipe_id":"docker_compose","title":"Docker Compose setup","category":"devops","description":"Plan and execute docker compose setup while adapting to the existing project architecture.","keywords":["docker compose","compose.yaml","multi container"],"inspect":["Inspect existing build/deploy/runtime configuration","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"local_service_compose","description":"local service compose"}],"typical_tasks":["Inspect existing build/deploy/runtime configuration","Implement minimal infrastructure/config change","Validate configuration and dry-run/build where possible"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["preserve existing environments","avoid embedding secrets"],"text":"Implement docker compose setup in this project","example_index":1}
{"recipe_id":"docker_compose","title":"Docker Compose setup","category":"devops","description":"Plan and execute docker compose setup while adapting to the existing project architecture.","keywords":["docker compose","compose.yaml","multi container"],"inspect":["Inspect existing build/deploy/runtime configuration","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"local_service_compose","description":"local service compose"}],"typical_tasks":["Inspect existing build/deploy/runtime configuration","Implement minimal infrastructure/config change","Validate configuration and dry-run/build where possible"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["preserve existing environments","avoid embedding secrets"],"text":"I need to docker compose for the existing application","example_index":2}
{"recipe_id":"docker_compose","title":"Docker Compose setup","category":"devops","description":"Plan and execute docker compose setup while adapting to the existing project architecture.","keywords":["docker compose","compose.yaml","multi container"],"inspect":["Inspect existing build/deploy/runtime configuration","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"local_service_compose","description":"local service compose"}],"typical_tasks":["Inspect existing build/deploy/runtime configuration","Implement minimal infrastructure/config change","Validate configuration and dry-run/build where possible"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["preserve existing environments","avoid embedding secrets"],"text":"Please handle multi container without rewriting unrelated code","example_index":3}
{"recipe_id":"ci_pipeline","title":"CI pipeline","category":"devops","description":"Plan and execute ci pipeline while adapting to the existing project architecture.","keywords":["ci pipeline","continuous integration","build pipeline"],"inspect":["Inspect existing build/deploy/runtime configuration","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"test_lint_build_pipeline","description":"test lint build pipeline"}],"typical_tasks":["Inspect existing build/deploy/runtime configuration","Implement minimal infrastructure/config change","Validate configuration and dry-run/build where possible"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["preserve existing environments","avoid embedding secrets"],"text":"CI pipeline","example_index":0}
{"recipe_id":"ci_pipeline","title":"CI pipeline","category":"devops","description":"Plan and execute ci pipeline while adapting to the existing project architecture.","keywords":["ci pipeline","continuous integration","build pipeline"],"inspect":["Inspect existing build/deploy/runtime configuration","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"test_lint_build_pipeline","description":"test lint build pipeline"}],"typical_tasks":["Inspect existing build/deploy/runtime configuration","Implement minimal infrastructure/config change","Validate configuration and dry-run/build where possible"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["preserve existing environments","avoid embedding secrets"],"text":"Implement ci pipeline in this project","example_index":1}
{"recipe_id":"ci_pipeline","title":"CI pipeline","category":"devops","description":"Plan and execute ci pipeline while adapting to the existing project architecture.","keywords":["ci pipeline","continuous integration","build pipeline"],"inspect":["Inspect existing build/deploy/runtime configuration","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"test_lint_build_pipeline","description":"test lint build pipeline"}],"typical_tasks":["Inspect existing build/deploy/runtime configuration","Implement minimal infrastructure/config change","Validate configuration and dry-run/build where possible"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["preserve existing environments","avoid embedding secrets"],"text":"I need to ci pipeline for the existing application","example_index":2}
{"recipe_id":"ci_pipeline","title":"CI pipeline","category":"devops","description":"Plan and execute ci pipeline while adapting to the existing project architecture.","keywords":["ci pipeline","continuous integration","build pipeline"],"inspect":["Inspect existing build/deploy/runtime configuration","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"test_lint_build_pipeline","description":"test lint build pipeline"}],"typical_tasks":["Inspect existing build/deploy/runtime configuration","Implement minimal infrastructure/config change","Validate configuration and dry-run/build where possible"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["preserve existing environments","avoid embedding secrets"],"text":"Please handle build pipeline without rewriting unrelated code","example_index":3}
{"recipe_id":"cd_pipeline","title":"CD pipeline","category":"devops","description":"Plan and execute cd pipeline while adapting to the existing project architecture.","keywords":["cd pipeline","continuous deployment","release pipeline"],"inspect":["Inspect existing build/deploy/runtime configuration","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"gated_deployment_pipeline","description":"gated deployment pipeline"}],"typical_tasks":["Inspect existing build/deploy/runtime configuration","Implement minimal infrastructure/config change","Validate configuration and dry-run/build where possible"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["preserve existing environments","avoid embedding secrets"],"text":"CD pipeline","example_index":0}
{"recipe_id":"cd_pipeline","title":"CD pipeline","category":"devops","description":"Plan and execute cd pipeline while adapting to the existing project architecture.","keywords":["cd pipeline","continuous deployment","release pipeline"],"inspect":["Inspect existing build/deploy/runtime configuration","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"gated_deployment_pipeline","description":"gated deployment pipeline"}],"typical_tasks":["Inspect existing build/deploy/runtime configuration","Implement minimal infrastructure/config change","Validate configuration and dry-run/build where possible"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["preserve existing environments","avoid embedding secrets"],"text":"Implement cd pipeline in this project","example_index":1}
{"recipe_id":"cd_pipeline","title":"CD pipeline","category":"devops","description":"Plan and execute cd pipeline while adapting to the existing project architecture.","keywords":["cd pipeline","continuous deployment","release pipeline"],"inspect":["Inspect existing build/deploy/runtime configuration","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"gated_deployment_pipeline","description":"gated deployment pipeline"}],"typical_tasks":["Inspect existing build/deploy/runtime configuration","Implement minimal infrastructure/config change","Validate configuration and dry-run/build where possible"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["preserve existing environments","avoid embedding secrets"],"text":"I need to cd pipeline for the existing application","example_index":2}
{"recipe_id":"cd_pipeline","title":"CD pipeline","category":"devops","description":"Plan and execute cd pipeline while adapting to the existing project architecture.","keywords":["cd pipeline","continuous deployment","release pipeline"],"inspect":["Inspect existing build/deploy/runtime configuration","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"gated_deployment_pipeline","description":"gated deployment pipeline"}],"typical_tasks":["Inspect existing build/deploy/runtime configuration","Implement minimal infrastructure/config change","Validate configuration and dry-run/build where possible"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["preserve existing environments","avoid embedding secrets"],"text":"Please handle release pipeline without rewriting unrelated code","example_index":3}
{"recipe_id":"github_actions","title":"GitHub Actions workflow","category":"devops","description":"Plan and execute github actions workflow while adapting to the existing project architecture.","keywords":["github actions","workflow yaml","actions"],"inspect":["Inspect existing build/deploy/runtime configuration","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"github_actions_workflow","description":"github actions workflow"}],"typical_tasks":["Inspect existing build/deploy/runtime configuration","Implement minimal infrastructure/config change","Validate configuration and dry-run/build where possible"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["preserve existing environments","avoid embedding secrets"],"text":"GitHub Actions workflow","example_index":0}
{"recipe_id":"github_actions","title":"GitHub Actions workflow","category":"devops","description":"Plan and execute github actions workflow while adapting to the existing project architecture.","keywords":["github actions","workflow yaml","actions"],"inspect":["Inspect existing build/deploy/runtime configuration","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"github_actions_workflow","description":"github actions workflow"}],"typical_tasks":["Inspect existing build/deploy/runtime configuration","Implement minimal infrastructure/config change","Validate configuration and dry-run/build where possible"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["preserve existing environments","avoid embedding secrets"],"text":"Implement github actions workflow in this project","example_index":1}
{"recipe_id":"github_actions","title":"GitHub Actions workflow","category":"devops","description":"Plan and execute github actions workflow while adapting to the existing project architecture.","keywords":["github actions","workflow yaml","actions"],"inspect":["Inspect existing build/deploy/runtime configuration","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"github_actions_workflow","description":"github actions workflow"}],"typical_tasks":["Inspect existing build/deploy/runtime configuration","Implement minimal infrastructure/config change","Validate configuration and dry-run/build where possible"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["preserve existing environments","avoid embedding secrets"],"text":"I need to github actions for the existing application","example_index":2}
{"recipe_id":"github_actions","title":"GitHub Actions workflow","category":"devops","description":"Plan and execute github actions workflow while adapting to the existing project architecture.","keywords":["github actions","workflow yaml","actions"],"inspect":["Inspect existing build/deploy/runtime configuration","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"github_actions_workflow","description":"github actions workflow"}],"typical_tasks":["Inspect existing build/deploy/runtime configuration","Implement minimal infrastructure/config change","Validate configuration and dry-run/build where possible"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["preserve existing environments","avoid embedding secrets"],"text":"Please handle actions without rewriting unrelated code","example_index":3}
{"recipe_id":"deployment_config","title":"Deployment configuration","category":"devops","description":"Plan and execute deployment configuration while adapting to the existing project architecture.","keywords":["deploy","deployment config","hosting"],"inspect":["Inspect existing build/deploy/runtime configuration","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"platform_native_deploy","description":"platform native deploy"}],"typical_tasks":["Inspect existing build/deploy/runtime configuration","Implement minimal infrastructure/config change","Validate configuration and dry-run/build where possible"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["preserve existing environments","avoid embedding secrets"],"text":"Deployment configuration","example_index":0}
{"recipe_id":"deployment_config","title":"Deployment configuration","category":"devops","description":"Plan and execute deployment configuration while adapting to the existing project architecture.","keywords":["deploy","deployment config","hosting"],"inspect":["Inspect existing build/deploy/runtime configuration","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"platform_native_deploy","description":"platform native deploy"}],"typical_tasks":["Inspect existing build/deploy/runtime configuration","Implement minimal infrastructure/config change","Validate configuration and dry-run/build where possible"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["preserve existing environments","avoid embedding secrets"],"text":"Implement deployment configuration in this project","example_index":1}
{"recipe_id":"deployment_config","title":"Deployment configuration","category":"devops","description":"Plan and execute deployment configuration while adapting to the existing project architecture.","keywords":["deploy","deployment config","hosting"],"inspect":["Inspect existing build/deploy/runtime configuration","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"platform_native_deploy","description":"platform native deploy"}],"typical_tasks":["Inspect existing build/deploy/runtime configuration","Implement minimal infrastructure/config change","Validate configuration and dry-run/build where possible"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["preserve existing environments","avoid embedding secrets"],"text":"I need to deploy for the existing application","example_index":2}
{"recipe_id":"deployment_config","title":"Deployment configuration","category":"devops","description":"Plan and execute deployment configuration while adapting to the existing project architecture.","keywords":["deploy","deployment config","hosting"],"inspect":["Inspect existing build/deploy/runtime configuration","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"platform_native_deploy","description":"platform native deploy"}],"typical_tasks":["Inspect existing build/deploy/runtime configuration","Implement minimal infrastructure/config change","Validate configuration and dry-run/build where possible"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["preserve existing environments","avoid embedding secrets"],"text":"Please handle hosting without rewriting unrelated code","example_index":3}
{"recipe_id":"kubernetes_manifest","title":"Kubernetes manifests","category":"devops","description":"Plan and execute kubernetes manifests while adapting to the existing project architecture.","keywords":["kubernetes","k8s","deployment yaml","helm"],"inspect":["Inspect existing build/deploy/runtime configuration","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"kubernetes_resources","description":"kubernetes resources"}],"typical_tasks":["Inspect existing build/deploy/runtime configuration","Implement minimal infrastructure/config change","Validate configuration and dry-run/build where possible"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["preserve existing environments","avoid embedding secrets"],"text":"Kubernetes manifests","example_index":0}
{"recipe_id":"kubernetes_manifest","title":"Kubernetes manifests","category":"devops","description":"Plan and execute kubernetes manifests while adapting to the existing project architecture.","keywords":["kubernetes","k8s","deployment yaml","helm"],"inspect":["Inspect existing build/deploy/runtime configuration","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"kubernetes_resources","description":"kubernetes resources"}],"typical_tasks":["Inspect existing build/deploy/runtime configuration","Implement minimal infrastructure/config change","Validate configuration and dry-run/build where possible"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["preserve existing environments","avoid embedding secrets"],"text":"Implement kubernetes manifests in this project","example_index":1}
{"recipe_id":"kubernetes_manifest","title":"Kubernetes manifests","category":"devops","description":"Plan and execute kubernetes manifests while adapting to the existing project architecture.","keywords":["kubernetes","k8s","deployment yaml","helm"],"inspect":["Inspect existing build/deploy/runtime configuration","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"kubernetes_resources","description":"kubernetes resources"}],"typical_tasks":["Inspect existing build/deploy/runtime configuration","Implement minimal infrastructure/config change","Validate configuration and dry-run/build where possible"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["preserve existing environments","avoid embedding secrets"],"text":"I need to kubernetes for the existing application","example_index":2}
{"recipe_id":"kubernetes_manifest","title":"Kubernetes manifests","category":"devops","description":"Plan and execute kubernetes manifests while adapting to the existing project architecture.","keywords":["kubernetes","k8s","deployment yaml","helm"],"inspect":["Inspect existing build/deploy/runtime configuration","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"kubernetes_resources","description":"kubernetes resources"}],"typical_tasks":["Inspect existing build/deploy/runtime configuration","Implement minimal infrastructure/config change","Validate configuration and dry-run/build where possible"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["preserve existing environments","avoid embedding secrets"],"text":"Please handle helm without rewriting unrelated code","example_index":3}
{"recipe_id":"terraform_infrastructure","title":"Terraform infrastructure","category":"devops","description":"Plan and execute terraform infrastructure while adapting to the existing project architecture.","keywords":["terraform","infrastructure as code","iac"],"inspect":["Inspect existing build/deploy/runtime configuration","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"terraform_module","description":"terraform module"}],"typical_tasks":["Inspect existing build/deploy/runtime configuration","Implement minimal infrastructure/config change","Validate configuration and dry-run/build where possible"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["preserve existing environments","avoid embedding secrets"],"text":"Terraform infrastructure","example_index":0}
{"recipe_id":"terraform_infrastructure","title":"Terraform infrastructure","category":"devops","description":"Plan and execute terraform infrastructure while adapting to the existing project architecture.","keywords":["terraform","infrastructure as code","iac"],"inspect":["Inspect existing build/deploy/runtime configuration","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"terraform_module","description":"terraform module"}],"typical_tasks":["Inspect existing build/deploy/runtime configuration","Implement minimal infrastructure/config change","Validate configuration and dry-run/build where possible"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["preserve existing environments","avoid embedding secrets"],"text":"Implement terraform infrastructure in this project","example_index":1}
{"recipe_id":"terraform_infrastructure","title":"Terraform infrastructure","category":"devops","description":"Plan and execute terraform infrastructure while adapting to the existing project architecture.","keywords":["terraform","infrastructure as code","iac"],"inspect":["Inspect existing build/deploy/runtime configuration","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"terraform_module","description":"terraform module"}],"typical_tasks":["Inspect existing build/deploy/runtime configuration","Implement minimal infrastructure/config change","Validate configuration and dry-run/build where possible"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["preserve existing environments","avoid embedding secrets"],"text":"I need to terraform for the existing application","example_index":2}
{"recipe_id":"terraform_infrastructure","title":"Terraform infrastructure","category":"devops","description":"Plan and execute terraform infrastructure while adapting to the existing project architecture.","keywords":["terraform","infrastructure as code","iac"],"inspect":["Inspect existing build/deploy/runtime configuration","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"terraform_module","description":"terraform module"}],"typical_tasks":["Inspect existing build/deploy/runtime configuration","Implement minimal infrastructure/config change","Validate configuration and dry-run/build where possible"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["preserve existing environments","avoid embedding secrets"],"text":"Please handle iac without rewriting unrelated code","example_index":3}
{"recipe_id":"environment_config","title":"Environment configuration","category":"devops","description":"Plan and execute environment configuration while adapting to the existing project architecture.","keywords":["environment variables","env config","configuration"],"inspect":["Inspect existing build/deploy/runtime configuration","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"typed_env_config","description":"typed env config"}],"typical_tasks":["Inspect existing build/deploy/runtime configuration","Implement minimal infrastructure/config change","Validate configuration and dry-run/build where possible"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["preserve existing environments","avoid embedding secrets"],"text":"Environment configuration","example_index":0}
{"recipe_id":"environment_config","title":"Environment configuration","category":"devops","description":"Plan and execute environment configuration while adapting to the existing project architecture.","keywords":["environment variables","env config","configuration"],"inspect":["Inspect existing build/deploy/runtime configuration","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"typed_env_config","description":"typed env config"}],"typical_tasks":["Inspect existing build/deploy/runtime configuration","Implement minimal infrastructure/config change","Validate configuration and dry-run/build where possible"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["preserve existing environments","avoid embedding secrets"],"text":"Implement environment configuration in this project","example_index":1}
{"recipe_id":"environment_config","title":"Environment configuration","category":"devops","description":"Plan and execute environment configuration while adapting to the existing project architecture.","keywords":["environment variables","env config","configuration"],"inspect":["Inspect existing build/deploy/runtime configuration","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"typed_env_config","description":"typed env config"}],"typical_tasks":["Inspect existing build/deploy/runtime configuration","Implement minimal infrastructure/config change","Validate configuration and dry-run/build where possible"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["preserve existing environments","avoid embedding secrets"],"text":"I need to environment variables for the existing application","example_index":2}
{"recipe_id":"environment_config","title":"Environment configuration","category":"devops","description":"Plan and execute environment configuration while adapting to the existing project architecture.","keywords":["environment variables","env config","configuration"],"inspect":["Inspect existing build/deploy/runtime configuration","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"typed_env_config","description":"typed env config"}],"typical_tasks":["Inspect existing build/deploy/runtime configuration","Implement minimal infrastructure/config change","Validate configuration and dry-run/build where possible"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["preserve existing environments","avoid embedding secrets"],"text":"Please handle configuration without rewriting unrelated code","example_index":3}
{"recipe_id":"secrets_management","title":"Secrets management","category":"security","description":"Plan and execute secrets management while adapting to the existing project architecture.","keywords":["secrets","secret manager","credentials"],"inspect":["Inspect trust boundaries and current security mechanism","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"external_secret_store","description":"external secret store"}],"typical_tasks":["Inspect trust boundaries and current security mechanism","Implement least-privilege compatible change","Run security-focused and regression validation"],"validators":["focused_tests","project_tests","security_constraints"],"constraints":["do not weaken existing controls","do not expose secrets"],"text":"Secrets management","example_index":0}
{"recipe_id":"secrets_management","title":"Secrets management","category":"security","description":"Plan and execute secrets management while adapting to the existing project architecture.","keywords":["secrets","secret manager","credentials"],"inspect":["Inspect trust boundaries and current security mechanism","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"external_secret_store","description":"external secret store"}],"typical_tasks":["Inspect trust boundaries and current security mechanism","Implement least-privilege compatible change","Run security-focused and regression validation"],"validators":["focused_tests","project_tests","security_constraints"],"constraints":["do not weaken existing controls","do not expose secrets"],"text":"Implement secrets management in this project","example_index":1}
{"recipe_id":"secrets_management","title":"Secrets management","category":"security","description":"Plan and execute secrets management while adapting to the existing project architecture.","keywords":["secrets","secret manager","credentials"],"inspect":["Inspect trust boundaries and current security mechanism","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"external_secret_store","description":"external secret store"}],"typical_tasks":["Inspect trust boundaries and current security mechanism","Implement least-privilege compatible change","Run security-focused and regression validation"],"validators":["focused_tests","project_tests","security_constraints"],"constraints":["do not weaken existing controls","do not expose secrets"],"text":"I need to secrets for the existing application","example_index":2}
{"recipe_id":"secrets_management","title":"Secrets management","category":"security","description":"Plan and execute secrets management while adapting to the existing project architecture.","keywords":["secrets","secret manager","credentials"],"inspect":["Inspect trust boundaries and current security mechanism","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"external_secret_store","description":"external secret store"}],"typical_tasks":["Inspect trust boundaries and current security mechanism","Implement least-privilege compatible change","Run security-focused and regression validation"],"validators":["focused_tests","project_tests","security_constraints"],"constraints":["do not weaken existing controls","do not expose secrets"],"text":"Please handle credentials without rewriting unrelated code","example_index":3}
{"recipe_id":"reverse_proxy","title":"Reverse proxy configuration","category":"devops","description":"Plan and execute reverse proxy configuration while adapting to the existing project architecture.","keywords":["reverse proxy","nginx","caddy","proxy"],"inspect":["Inspect existing build/deploy/runtime configuration","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"reverse_proxy_route","description":"reverse proxy route"}],"typical_tasks":["Inspect existing build/deploy/runtime configuration","Implement minimal infrastructure/config change","Validate configuration and dry-run/build where possible"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["preserve existing environments","avoid embedding secrets"],"text":"Reverse proxy configuration","example_index":0}
{"recipe_id":"reverse_proxy","title":"Reverse proxy configuration","category":"devops","description":"Plan and execute reverse proxy configuration while adapting to the existing project architecture.","keywords":["reverse proxy","nginx","caddy","proxy"],"inspect":["Inspect existing build/deploy/runtime configuration","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"reverse_proxy_route","description":"reverse proxy route"}],"typical_tasks":["Inspect existing build/deploy/runtime configuration","Implement minimal infrastructure/config change","Validate configuration and dry-run/build where possible"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["preserve existing environments","avoid embedding secrets"],"text":"Implement reverse proxy configuration in this project","example_index":1}
{"recipe_id":"reverse_proxy","title":"Reverse proxy configuration","category":"devops","description":"Plan and execute reverse proxy configuration while adapting to the existing project architecture.","keywords":["reverse proxy","nginx","caddy","proxy"],"inspect":["Inspect existing build/deploy/runtime configuration","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"reverse_proxy_route","description":"reverse proxy route"}],"typical_tasks":["Inspect existing build/deploy/runtime configuration","Implement minimal infrastructure/config change","Validate configuration and dry-run/build where possible"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["preserve existing environments","avoid embedding secrets"],"text":"I need to reverse proxy for the existing application","example_index":2}
{"recipe_id":"reverse_proxy","title":"Reverse proxy configuration","category":"devops","description":"Plan and execute reverse proxy configuration while adapting to the existing project architecture.","keywords":["reverse proxy","nginx","caddy","proxy"],"inspect":["Inspect existing build/deploy/runtime configuration","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"reverse_proxy_route","description":"reverse proxy route"}],"typical_tasks":["Inspect existing build/deploy/runtime configuration","Implement minimal infrastructure/config change","Validate configuration and dry-run/build where possible"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["preserve existing environments","avoid embedding secrets"],"text":"Please handle proxy without rewriting unrelated code","example_index":3}
{"recipe_id":"tls_https","title":"TLS / HTTPS setup","category":"security","description":"Plan and execute tls / https setup while adapting to the existing project architecture.","keywords":["tls","https","certificate","ssl"],"inspect":["Inspect trust boundaries and current security mechanism","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"managed_tls","description":"managed tls"},{"name":"proxy_tls","description":"proxy tls"}],"typical_tasks":["Inspect trust boundaries and current security mechanism","Implement least-privilege compatible change","Run security-focused and regression validation"],"validators":["focused_tests","project_tests","security_constraints"],"constraints":["do not weaken existing controls","do not expose secrets"],"text":"TLS / HTTPS setup","example_index":0}
{"recipe_id":"tls_https","title":"TLS / HTTPS setup","category":"security","description":"Plan and execute tls / https setup while adapting to the existing project architecture.","keywords":["tls","https","certificate","ssl"],"inspect":["Inspect trust boundaries and current security mechanism","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"managed_tls","description":"managed tls"},{"name":"proxy_tls","description":"proxy tls"}],"typical_tasks":["Inspect trust boundaries and current security mechanism","Implement least-privilege compatible change","Run security-focused and regression validation"],"validators":["focused_tests","project_tests","security_constraints"],"constraints":["do not weaken existing controls","do not expose secrets"],"text":"Implement tls / https setup in this project","example_index":1}
{"recipe_id":"tls_https","title":"TLS / HTTPS setup","category":"security","description":"Plan and execute tls / https setup while adapting to the existing project architecture.","keywords":["tls","https","certificate","ssl"],"inspect":["Inspect trust boundaries and current security mechanism","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"managed_tls","description":"managed tls"},{"name":"proxy_tls","description":"proxy tls"}],"typical_tasks":["Inspect trust boundaries and current security mechanism","Implement least-privilege compatible change","Run security-focused and regression validation"],"validators":["focused_tests","project_tests","security_constraints"],"constraints":["do not weaken existing controls","do not expose secrets"],"text":"I need to tls for the existing application","example_index":2}
{"recipe_id":"tls_https","title":"TLS / HTTPS setup","category":"security","description":"Plan and execute tls / https setup while adapting to the existing project architecture.","keywords":["tls","https","certificate","ssl"],"inspect":["Inspect trust boundaries and current security mechanism","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"managed_tls","description":"managed tls"},{"name":"proxy_tls","description":"proxy tls"}],"typical_tasks":["Inspect trust boundaries and current security mechanism","Implement least-privilege compatible change","Run security-focused and regression validation"],"validators":["focused_tests","project_tests","security_constraints"],"constraints":["do not weaken existing controls","do not expose secrets"],"text":"Please handle ssl without rewriting unrelated code","example_index":3}
{"recipe_id":"health_check","title":"Health check","category":"observability","description":"Plan and execute health check while adapting to the existing project architecture.","keywords":["health check","health endpoint","readiness","liveness"],"inspect":["Inspect existing logging/metrics conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"shallow_deep_health","description":"shallow deep health"}],"typical_tasks":["Inspect existing logging/metrics conventions","Add instrumentation at relevant boundaries","Validate emitted signal without leaking secrets"],"validators":["focused_tests","project_tests"],"constraints":["no sensitive data in telemetry"],"text":"Health check","example_index":0}
{"recipe_id":"health_check","title":"Health check","category":"observability","description":"Plan and execute health check while adapting to the existing project architecture.","keywords":["health check","health endpoint","readiness","liveness"],"inspect":["Inspect existing logging/metrics conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"shallow_deep_health","description":"shallow deep health"}],"typical_tasks":["Inspect existing logging/metrics conventions","Add instrumentation at relevant boundaries","Validate emitted signal without leaking secrets"],"validators":["focused_tests","project_tests"],"constraints":["no sensitive data in telemetry"],"text":"Implement health check in this project","example_index":1}
{"recipe_id":"health_check","title":"Health check","category":"observability","description":"Plan and execute health check while adapting to the existing project architecture.","keywords":["health check","health endpoint","readiness","liveness"],"inspect":["Inspect existing logging/metrics conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"shallow_deep_health","description":"shallow deep health"}],"typical_tasks":["Inspect existing logging/metrics conventions","Add instrumentation at relevant boundaries","Validate emitted signal without leaking secrets"],"validators":["focused_tests","project_tests"],"constraints":["no sensitive data in telemetry"],"text":"I need to health check for the existing application","example_index":2}
{"recipe_id":"health_check","title":"Health check","category":"observability","description":"Plan and execute health check while adapting to the existing project architecture.","keywords":["health check","health endpoint","readiness","liveness"],"inspect":["Inspect existing logging/metrics conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"shallow_deep_health","description":"shallow deep health"}],"typical_tasks":["Inspect existing logging/metrics conventions","Add instrumentation at relevant boundaries","Validate emitted signal without leaking secrets"],"validators":["focused_tests","project_tests"],"constraints":["no sensitive data in telemetry"],"text":"Please handle liveness without rewriting unrelated code","example_index":3}
{"recipe_id":"metrics_endpoint","title":"Metrics endpoint","category":"observability","description":"Plan and execute metrics endpoint while adapting to the existing project architecture.","keywords":["metrics endpoint","prometheus","metrics"],"inspect":["Inspect existing logging/metrics conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"prometheus_metrics","description":"prometheus metrics"}],"typical_tasks":["Inspect existing logging/metrics conventions","Add instrumentation at relevant boundaries","Validate emitted signal without leaking secrets"],"validators":["focused_tests","project_tests"],"constraints":["no sensitive data in telemetry"],"text":"Metrics endpoint","example_index":0}
{"recipe_id":"metrics_endpoint","title":"Metrics endpoint","category":"observability","description":"Plan and execute metrics endpoint while adapting to the existing project architecture.","keywords":["metrics endpoint","prometheus","metrics"],"inspect":["Inspect existing logging/metrics conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"prometheus_metrics","description":"prometheus metrics"}],"typical_tasks":["Inspect existing logging/metrics conventions","Add instrumentation at relevant boundaries","Validate emitted signal without leaking secrets"],"validators":["focused_tests","project_tests"],"constraints":["no sensitive data in telemetry"],"text":"Implement metrics endpoint in this project","example_index":1}
{"recipe_id":"metrics_endpoint","title":"Metrics endpoint","category":"observability","description":"Plan and execute metrics endpoint while adapting to the existing project architecture.","keywords":["metrics endpoint","prometheus","metrics"],"inspect":["Inspect existing logging/metrics conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"prometheus_metrics","description":"prometheus metrics"}],"typical_tasks":["Inspect existing logging/metrics conventions","Add instrumentation at relevant boundaries","Validate emitted signal without leaking secrets"],"validators":["focused_tests","project_tests"],"constraints":["no sensitive data in telemetry"],"text":"I need to metrics endpoint for the existing application","example_index":2}
{"recipe_id":"metrics_endpoint","title":"Metrics endpoint","category":"observability","description":"Plan and execute metrics endpoint while adapting to the existing project architecture.","keywords":["metrics endpoint","prometheus","metrics"],"inspect":["Inspect existing logging/metrics conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"prometheus_metrics","description":"prometheus metrics"}],"typical_tasks":["Inspect existing logging/metrics conventions","Add instrumentation at relevant boundaries","Validate emitted signal without leaking secrets"],"validators":["focused_tests","project_tests"],"constraints":["no sensitive data in telemetry"],"text":"Please handle metrics without rewriting unrelated code","example_index":3}
{"recipe_id":"documentation_update","title":"Documentation update","category":"docs","description":"Plan and execute documentation update while adapting to the existing project architecture.","keywords":["documentation","docs update","update docs"],"inspect":["Inspect source of truth and existing documentation structure","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"code_aligned_docs","description":"code aligned docs"}],"typical_tasks":["Inspect source of truth and existing documentation structure","Update only affected documentation","Validate links/examples/commands against code where possible"],"validators":["focused_tests","project_tests"],"constraints":["documentation must match implemented behavior"],"text":"Documentation update","example_index":0}
{"recipe_id":"documentation_update","title":"Documentation update","category":"docs","description":"Plan and execute documentation update while adapting to the existing project architecture.","keywords":["documentation","docs update","update docs"],"inspect":["Inspect source of truth and existing documentation structure","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"code_aligned_docs","description":"code aligned docs"}],"typical_tasks":["Inspect source of truth and existing documentation structure","Update only affected documentation","Validate links/examples/commands against code where possible"],"validators":["focused_tests","project_tests"],"constraints":["documentation must match implemented behavior"],"text":"Implement documentation update in this project","example_index":1}
{"recipe_id":"documentation_update","title":"Documentation update","category":"docs","description":"Plan and execute documentation update while adapting to the existing project architecture.","keywords":["documentation","docs update","update docs"],"inspect":["Inspect source of truth and existing documentation structure","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"code_aligned_docs","description":"code aligned docs"}],"typical_tasks":["Inspect source of truth and existing documentation structure","Update only affected documentation","Validate links/examples/commands against code where possible"],"validators":["focused_tests","project_tests"],"constraints":["documentation must match implemented behavior"],"text":"I need to documentation for the existing application","example_index":2}
{"recipe_id":"documentation_update","title":"Documentation update","category":"docs","description":"Plan and execute documentation update while adapting to the existing project architecture.","keywords":["documentation","docs update","update docs"],"inspect":["Inspect source of truth and existing documentation structure","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"code_aligned_docs","description":"code aligned docs"}],"typical_tasks":["Inspect source of truth and existing documentation structure","Update only affected documentation","Validate links/examples/commands against code where possible"],"validators":["focused_tests","project_tests"],"constraints":["documentation must match implemented behavior"],"text":"Please handle update docs without rewriting unrelated code","example_index":3}
{"recipe_id":"api_documentation","title":"API documentation","category":"docs","description":"Plan and execute api documentation while adapting to the existing project architecture.","keywords":["api docs","openapi docs","swagger"],"inspect":["Inspect source of truth and existing documentation structure","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"schema_generated_api_docs","description":"schema generated api docs"}],"typical_tasks":["Inspect source of truth and existing documentation structure","Update only affected documentation","Validate links/examples/commands against code where possible"],"validators":["focused_tests","project_tests"],"constraints":["documentation must match implemented behavior"],"text":"API documentation","example_index":0}
{"recipe_id":"api_documentation","title":"API documentation","category":"docs","description":"Plan and execute api documentation while adapting to the existing project architecture.","keywords":["api docs","openapi docs","swagger"],"inspect":["Inspect source of truth and existing documentation structure","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"schema_generated_api_docs","description":"schema generated api docs"}],"typical_tasks":["Inspect source of truth and existing documentation structure","Update only affected documentation","Validate links/examples/commands against code where possible"],"validators":["focused_tests","project_tests"],"constraints":["documentation must match implemented behavior"],"text":"Implement api documentation in this project","example_index":1}
{"recipe_id":"api_documentation","title":"API documentation","category":"docs","description":"Plan and execute api documentation while adapting to the existing project architecture.","keywords":["api docs","openapi docs","swagger"],"inspect":["Inspect source of truth and existing documentation structure","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"schema_generated_api_docs","description":"schema generated api docs"}],"typical_tasks":["Inspect source of truth and existing documentation structure","Update only affected documentation","Validate links/examples/commands against code where possible"],"validators":["focused_tests","project_tests"],"constraints":["documentation must match implemented behavior"],"text":"I need to api docs for the existing application","example_index":2}
{"recipe_id":"api_documentation","title":"API documentation","category":"docs","description":"Plan and execute api documentation while adapting to the existing project architecture.","keywords":["api docs","openapi docs","swagger"],"inspect":["Inspect source of truth and existing documentation structure","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"schema_generated_api_docs","description":"schema generated api docs"}],"typical_tasks":["Inspect source of truth and existing documentation structure","Update only affected documentation","Validate links/examples/commands against code where possible"],"validators":["focused_tests","project_tests"],"constraints":["documentation must match implemented behavior"],"text":"Please handle swagger without rewriting unrelated code","example_index":3}
{"recipe_id":"readme_setup","title":"README setup","category":"docs","description":"Plan and execute readme setup while adapting to the existing project architecture.","keywords":["readme","project readme","getting started"],"inspect":["Inspect source of truth and existing documentation structure","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"executable_readme","description":"executable readme"}],"typical_tasks":["Inspect source of truth and existing documentation structure","Update only affected documentation","Validate links/examples/commands against code where possible"],"validators":["focused_tests","project_tests"],"constraints":["documentation must match implemented behavior"],"text":"README setup","example_index":0}
{"recipe_id":"readme_setup","title":"README setup","category":"docs","description":"Plan and execute readme setup while adapting to the existing project architecture.","keywords":["readme","project readme","getting started"],"inspect":["Inspect source of truth and existing documentation structure","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"executable_readme","description":"executable readme"}],"typical_tasks":["Inspect source of truth and existing documentation structure","Update only affected documentation","Validate links/examples/commands against code where possible"],"validators":["focused_tests","project_tests"],"constraints":["documentation must match implemented behavior"],"text":"Implement readme setup in this project","example_index":1}
{"recipe_id":"readme_setup","title":"README setup","category":"docs","description":"Plan and execute readme setup while adapting to the existing project architecture.","keywords":["readme","project readme","getting started"],"inspect":["Inspect source of truth and existing documentation structure","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"executable_readme","description":"executable readme"}],"typical_tasks":["Inspect source of truth and existing documentation structure","Update only affected documentation","Validate links/examples/commands against code where possible"],"validators":["focused_tests","project_tests"],"constraints":["documentation must match implemented behavior"],"text":"I need to readme for the existing application","example_index":2}
{"recipe_id":"readme_setup","title":"README setup","category":"docs","description":"Plan and execute readme setup while adapting to the existing project architecture.","keywords":["readme","project readme","getting started"],"inspect":["Inspect source of truth and existing documentation structure","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"executable_readme","description":"executable readme"}],"typical_tasks":["Inspect source of truth and existing documentation structure","Update only affected documentation","Validate links/examples/commands against code where possible"],"validators":["focused_tests","project_tests"],"constraints":["documentation must match implemented behavior"],"text":"Please handle getting started without rewriting unrelated code","example_index":3}
{"recipe_id":"architecture_documentation","title":"Architecture documentation","category":"docs","description":"Plan and execute architecture documentation while adapting to the existing project architecture.","keywords":["architecture docs","system design","architecture diagram"],"inspect":["Inspect source of truth and existing documentation structure","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"as_built_architecture_docs","description":"as built architecture docs"}],"typical_tasks":["Inspect source of truth and existing documentation structure","Update only affected documentation","Validate links/examples/commands against code where possible"],"validators":["focused_tests","project_tests"],"constraints":["documentation must match implemented behavior"],"text":"Architecture documentation","example_index":0}
{"recipe_id":"architecture_documentation","title":"Architecture documentation","category":"docs","description":"Plan and execute architecture documentation while adapting to the existing project architecture.","keywords":["architecture docs","system design","architecture diagram"],"inspect":["Inspect source of truth and existing documentation structure","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"as_built_architecture_docs","description":"as built architecture docs"}],"typical_tasks":["Inspect source of truth and existing documentation structure","Update only affected documentation","Validate links/examples/commands against code where possible"],"validators":["focused_tests","project_tests"],"constraints":["documentation must match implemented behavior"],"text":"Implement architecture documentation in this project","example_index":1}
{"recipe_id":"architecture_documentation","title":"Architecture documentation","category":"docs","description":"Plan and execute architecture documentation while adapting to the existing project architecture.","keywords":["architecture docs","system design","architecture diagram"],"inspect":["Inspect source of truth and existing documentation structure","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"as_built_architecture_docs","description":"as built architecture docs"}],"typical_tasks":["Inspect source of truth and existing documentation structure","Update only affected documentation","Validate links/examples/commands against code where possible"],"validators":["focused_tests","project_tests"],"constraints":["documentation must match implemented behavior"],"text":"I need to architecture docs for the existing application","example_index":2}
{"recipe_id":"architecture_documentation","title":"Architecture documentation","category":"docs","description":"Plan and execute architecture documentation while adapting to the existing project architecture.","keywords":["architecture docs","system design","architecture diagram"],"inspect":["Inspect source of truth and existing documentation structure","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"as_built_architecture_docs","description":"as built architecture docs"}],"typical_tasks":["Inspect source of truth and existing documentation structure","Update only affected documentation","Validate links/examples/commands against code where possible"],"validators":["focused_tests","project_tests"],"constraints":["documentation must match implemented behavior"],"text":"Please handle architecture diagram without rewriting unrelated code","example_index":3}
{"recipe_id":"code_generation","title":"Code generation","category":"tooling","description":"Plan and execute code generation while adapting to the existing project architecture.","keywords":["code generator","generate code","scaffolding generator"],"inspect":["Inspect project tooling/package conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"template_codegen","description":"template codegen"}],"typical_tasks":["Inspect project tooling/package conventions","Implement focused tool/scaffold change","Run generated/build artifacts and tests"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["reuse current packaging conventions"],"text":"Code generation","example_index":0}
{"recipe_id":"code_generation","title":"Code generation","category":"tooling","description":"Plan and execute code generation while adapting to the existing project architecture.","keywords":["code generator","generate code","scaffolding generator"],"inspect":["Inspect project tooling/package conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"template_codegen","description":"template codegen"}],"typical_tasks":["Inspect project tooling/package conventions","Implement focused tool/scaffold change","Run generated/build artifacts and tests"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["reuse current packaging conventions"],"text":"Implement code generation in this project","example_index":1}
{"recipe_id":"code_generation","title":"Code generation","category":"tooling","description":"Plan and execute code generation while adapting to the existing project architecture.","keywords":["code generator","generate code","scaffolding generator"],"inspect":["Inspect project tooling/package conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"template_codegen","description":"template codegen"}],"typical_tasks":["Inspect project tooling/package conventions","Implement focused tool/scaffold change","Run generated/build artifacts and tests"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["reuse current packaging conventions"],"text":"I need to code generator for the existing application","example_index":2}
{"recipe_id":"code_generation","title":"Code generation","category":"tooling","description":"Plan and execute code generation while adapting to the existing project architecture.","keywords":["code generator","generate code","scaffolding generator"],"inspect":["Inspect project tooling/package conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"template_codegen","description":"template codegen"}],"typical_tasks":["Inspect project tooling/package conventions","Implement focused tool/scaffold change","Run generated/build artifacts and tests"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["reuse current packaging conventions"],"text":"Please handle scaffolding generator without rewriting unrelated code","example_index":3}
{"recipe_id":"project_scaffold","title":"Project scaffold","category":"tooling","description":"Plan and execute project scaffold while adapting to the existing project architecture.","keywords":["scaffold project","new project","project skeleton"],"inspect":["Inspect project tooling/package conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"minimal_project_scaffold","description":"minimal project scaffold"}],"typical_tasks":["Inspect project tooling/package conventions","Implement focused tool/scaffold change","Run generated/build artifacts and tests"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["reuse current packaging conventions"],"text":"Project scaffold","example_index":0}
{"recipe_id":"project_scaffold","title":"Project scaffold","category":"tooling","description":"Plan and execute project scaffold while adapting to the existing project architecture.","keywords":["scaffold project","new project","project skeleton"],"inspect":["Inspect project tooling/package conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"minimal_project_scaffold","description":"minimal project scaffold"}],"typical_tasks":["Inspect project tooling/package conventions","Implement focused tool/scaffold change","Run generated/build artifacts and tests"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["reuse current packaging conventions"],"text":"Implement project scaffold in this project","example_index":1}
{"recipe_id":"project_scaffold","title":"Project scaffold","category":"tooling","description":"Plan and execute project scaffold while adapting to the existing project architecture.","keywords":["scaffold project","new project","project skeleton"],"inspect":["Inspect project tooling/package conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"minimal_project_scaffold","description":"minimal project scaffold"}],"typical_tasks":["Inspect project tooling/package conventions","Implement focused tool/scaffold change","Run generated/build artifacts and tests"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["reuse current packaging conventions"],"text":"I need to scaffold project for the existing application","example_index":2}
{"recipe_id":"project_scaffold","title":"Project scaffold","category":"tooling","description":"Plan and execute project scaffold while adapting to the existing project architecture.","keywords":["scaffold project","new project","project skeleton"],"inspect":["Inspect project tooling/package conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"minimal_project_scaffold","description":"minimal project scaffold"}],"typical_tasks":["Inspect project tooling/package conventions","Implement focused tool/scaffold change","Run generated/build artifacts and tests"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["reuse current packaging conventions"],"text":"Please handle project skeleton without rewriting unrelated code","example_index":3}
{"recipe_id":"package_library","title":"Package / library creation","category":"tooling","description":"Plan and execute package / library creation while adapting to the existing project architecture.","keywords":["package library","python package","npm package","library"],"inspect":["Inspect project tooling/package conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"versioned_library_package","description":"versioned library package"}],"typical_tasks":["Inspect project tooling/package conventions","Implement focused tool/scaffold change","Run generated/build artifacts and tests"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["reuse current packaging conventions"],"text":"Package / library creation","example_index":0}
{"recipe_id":"package_library","title":"Package / library creation","category":"tooling","description":"Plan and execute package / library creation while adapting to the existing project architecture.","keywords":["package library","python package","npm package","library"],"inspect":["Inspect project tooling/package conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"versioned_library_package","description":"versioned library package"}],"typical_tasks":["Inspect project tooling/package conventions","Implement focused tool/scaffold change","Run generated/build artifacts and tests"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["reuse current packaging conventions"],"text":"Implement package / library creation in this project","example_index":1}
{"recipe_id":"package_library","title":"Package / library creation","category":"tooling","description":"Plan and execute package / library creation while adapting to the existing project architecture.","keywords":["package library","python package","npm package","library"],"inspect":["Inspect project tooling/package conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"versioned_library_package","description":"versioned library package"}],"typical_tasks":["Inspect project tooling/package conventions","Implement focused tool/scaffold change","Run generated/build artifacts and tests"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["reuse current packaging conventions"],"text":"I need to package library for the existing application","example_index":2}
{"recipe_id":"package_library","title":"Package / library creation","category":"tooling","description":"Plan and execute package / library creation while adapting to the existing project architecture.","keywords":["package library","python package","npm package","library"],"inspect":["Inspect project tooling/package conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"versioned_library_package","description":"versioned library package"}],"typical_tasks":["Inspect project tooling/package conventions","Implement focused tool/scaffold change","Run generated/build artifacts and tests"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["reuse current packaging conventions"],"text":"Please handle library without rewriting unrelated code","example_index":3}
{"recipe_id":"monorepo_change","title":"Monorepo change","category":"tooling","description":"Plan and execute monorepo change while adapting to the existing project architecture.","keywords":["monorepo","workspace","multi package"],"inspect":["Inspect project tooling/package conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"workspace_aware_change","description":"workspace aware change"}],"typical_tasks":["Inspect project tooling/package conventions","Implement focused tool/scaffold change","Run generated/build artifacts and tests"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["reuse current packaging conventions"],"text":"Monorepo change","example_index":0}
{"recipe_id":"monorepo_change","title":"Monorepo change","category":"tooling","description":"Plan and execute monorepo change while adapting to the existing project architecture.","keywords":["monorepo","workspace","multi package"],"inspect":["Inspect project tooling/package conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"workspace_aware_change","description":"workspace aware change"}],"typical_tasks":["Inspect project tooling/package conventions","Implement focused tool/scaffold change","Run generated/build artifacts and tests"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["reuse current packaging conventions"],"text":"Implement monorepo change in this project","example_index":1}
{"recipe_id":"monorepo_change","title":"Monorepo change","category":"tooling","description":"Plan and execute monorepo change while adapting to the existing project architecture.","keywords":["monorepo","workspace","multi package"],"inspect":["Inspect project tooling/package conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"workspace_aware_change","description":"workspace aware change"}],"typical_tasks":["Inspect project tooling/package conventions","Implement focused tool/scaffold change","Run generated/build artifacts and tests"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["reuse current packaging conventions"],"text":"I need to monorepo for the existing application","example_index":2}
{"recipe_id":"monorepo_change","title":"Monorepo change","category":"tooling","description":"Plan and execute monorepo change while adapting to the existing project architecture.","keywords":["monorepo","workspace","multi package"],"inspect":["Inspect project tooling/package conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"workspace_aware_change","description":"workspace aware change"}],"typical_tasks":["Inspect project tooling/package conventions","Implement focused tool/scaffold change","Run generated/build artifacts and tests"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["reuse current packaging conventions"],"text":"Please handle multi package without rewriting unrelated code","example_index":3}
{"recipe_id":"build_system_change","title":"Build system change","category":"tooling","description":"Plan and execute build system change while adapting to the existing project architecture.","keywords":["build system","vite","webpack","makefile","build config"],"inspect":["Inspect project tooling/package conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"incremental_build_change","description":"incremental build change"}],"typical_tasks":["Inspect project tooling/package conventions","Implement focused tool/scaffold change","Run generated/build artifacts and tests"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["reuse current packaging conventions"],"text":"Build system change","example_index":0}
{"recipe_id":"build_system_change","title":"Build system change","category":"tooling","description":"Plan and execute build system change while adapting to the existing project architecture.","keywords":["build system","vite","webpack","makefile","build config"],"inspect":["Inspect project tooling/package conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"incremental_build_change","description":"incremental build change"}],"typical_tasks":["Inspect project tooling/package conventions","Implement focused tool/scaffold change","Run generated/build artifacts and tests"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["reuse current packaging conventions"],"text":"Implement build system change in this project","example_index":1}
{"recipe_id":"build_system_change","title":"Build system change","category":"tooling","description":"Plan and execute build system change while adapting to the existing project architecture.","keywords":["build system","vite","webpack","makefile","build config"],"inspect":["Inspect project tooling/package conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"incremental_build_change","description":"incremental build change"}],"typical_tasks":["Inspect project tooling/package conventions","Implement focused tool/scaffold change","Run generated/build artifacts and tests"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["reuse current packaging conventions"],"text":"I need to build system for the existing application","example_index":2}
{"recipe_id":"build_system_change","title":"Build system change","category":"tooling","description":"Plan and execute build system change while adapting to the existing project architecture.","keywords":["build system","vite","webpack","makefile","build config"],"inspect":["Inspect project tooling/package conventions","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"incremental_build_change","description":"incremental build change"}],"typical_tasks":["Inspect project tooling/package conventions","Implement focused tool/scaffold change","Run generated/build artifacts and tests"],"validators":["focused_tests","project_tests","build_or_config_check"],"constraints":["reuse current packaging conventions"],"text":"Please handle build config without rewriting unrelated code","example_index":3}
{"recipe_id":"repository_cleanup","title":"Repository cleanup","category":"maintenance","description":"Plan and execute repository cleanup while adapting to the existing project architecture.","keywords":["repository cleanup","repo cleanup","remove generated files"],"inspect":["Inspect relevant source and configuration","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"safe_repo_cleanup","description":"safe repo cleanup"}],"typical_tasks":["Inspect relevant source and configuration","Apply minimal compatible change","Run focused regression validation"],"validators":["focused_tests","project_tests"],"constraints":["preserve public behavior","avoid unrelated rewrites"],"text":"Repository cleanup","example_index":0}
{"recipe_id":"repository_cleanup","title":"Repository cleanup","category":"maintenance","description":"Plan and execute repository cleanup while adapting to the existing project architecture.","keywords":["repository cleanup","repo cleanup","remove generated files"],"inspect":["Inspect relevant source and configuration","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"safe_repo_cleanup","description":"safe repo cleanup"}],"typical_tasks":["Inspect relevant source and configuration","Apply minimal compatible change","Run focused regression validation"],"validators":["focused_tests","project_tests"],"constraints":["preserve public behavior","avoid unrelated rewrites"],"text":"Implement repository cleanup in this project","example_index":1}
{"recipe_id":"repository_cleanup","title":"Repository cleanup","category":"maintenance","description":"Plan and execute repository cleanup while adapting to the existing project architecture.","keywords":["repository cleanup","repo cleanup","remove generated files"],"inspect":["Inspect relevant source and configuration","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"safe_repo_cleanup","description":"safe repo cleanup"}],"typical_tasks":["Inspect relevant source and configuration","Apply minimal compatible change","Run focused regression validation"],"validators":["focused_tests","project_tests"],"constraints":["preserve public behavior","avoid unrelated rewrites"],"text":"I need to repository cleanup for the existing application","example_index":2}
{"recipe_id":"repository_cleanup","title":"Repository cleanup","category":"maintenance","description":"Plan and execute repository cleanup while adapting to the existing project architecture.","keywords":["repository cleanup","repo cleanup","remove generated files"],"inspect":["Inspect relevant source and configuration","Detect current language/framework/dependencies and affected files"],"architecture_patterns":[{"name":"safe_repo_cleanup","description":"safe repo cleanup"}],"typical_tasks":["Inspect relevant source and configuration","Apply minimal compatible change","Run focused regression validation"],"validators":["focused_tests","project_tests"],"constraints":["preserve public behavior","avoid unrelated rewrites"],"text":"Please handle remove generated files without rewriting unrelated code","example_index":3}