Datasets:

mencosk
/

gomodel-go-expert-v2

text stringlengths 653 7.32k	source stringclasses 4 values	strategy stringclasses 30 values	tags listlengths 0 7	complexity stringclasses 3 values	loc int64 0 98	quality_score int64 0 9	category stringclasses 4 values	trajectory_length int64 0 5	tools_used listlengths 0 5
<\|im_start\|>system You are an expert Go software engineer with deep knowledge of idiomatic Go, the Go standard library, Kubernetes, gRPC, KrakenD, and DEX. You write clean, production-ready Go code following Google's Go Style Guide. You understand modern Go (1.25+), concurrency patterns, interfaces, generics, context p...	dex	type_definition	[ "logging" ]	medium	14	5	completion	0	[]
<\|im_start\|>system You are an expert Go software engineer with deep knowledge of idiomatic Go, the Go standard library, Kubernetes, gRPC, KrakenD, and DEX. You write clean, production-ready Go code following Google's Go Style Guide. You understand modern Go (1.25+), concurrency patterns, interfaces, generics, context p...	grpc-go	task_refactoring	[ "context", "logging", "interface-implementation", "refactoring" ]	medium	11	0	task_variant	0	[]
<\|im_start\|>system You are an expert Go software engineer with deep knowledge of idiomatic Go, the Go standard library, Kubernetes, gRPC, KrakenD, and DEX. You write clean, production-ready Go code following Google's Go Style Guide. You understand modern Go (1.25+), concurrency patterns, interfaces, generics, context p...	synthetic	tool_error_recovery	[ "tool-calling", "error-recovery", "build" ]	complex	0	0	tool_trajectory	4	[ "go_build", "read_file", "write_file", "go_build" ]
<\|im_start\|>system You are an expert Go software engineer with deep knowledge of idiomatic Go, the Go standard library, Kubernetes, gRPC, KrakenD, and DEX. You write clean, production-ready Go code following Google's Go Style Guide. You understand modern Go (1.25+), concurrency patterns, interfaces, generics, context p...	grpc-go	task_bug_identification	[ "interface-implementation", "bug_identification" ]	medium	10	0	task_variant	0	[]
<\|im_start\|>system You are an expert Go software engineer with deep knowledge of idiomatic Go, the Go standard library, Kubernetes, gRPC, KrakenD, and DEX. You write clean, production-ready Go code following Google's Go Style Guide. You understand modern Go (1.25+), concurrency patterns, interfaces, generics, context p...	dex	task_refactoring	[ "refactoring" ]	medium	8	0	task_variant	0	[]
<\|im_start\|>system You are an expert Go software engineer with deep knowledge of idiomatic Go, the Go standard library, Kubernetes, gRPC, KrakenD, and DEX. You write clean, production-ready Go code following Google's Go Style Guide. You understand modern Go (1.25+), concurrency patterns, interfaces, generics, context p...	grpc-go	task_bug_identification	[ "interface-implementation", "bug_identification" ]	medium	13	0	task_variant	0	[]
<\|im_start\|>system You are an expert Go software engineer with deep knowledge of idiomatic Go, the Go standard library, Kubernetes, gRPC, KrakenD, and DEX. You write clean, production-ready Go code following Google's Go Style Guide. You understand modern Go (1.25+), concurrency patterns, interfaces, generics, context p...	kubernetes	type_definition	[ "context", "interface" ]	simple	6	4	completion	0	[]
<\|im_start\|>system You are an expert Go software engineer with deep knowledge of idiomatic Go, the Go standard library, Kubernetes, gRPC, KrakenD, and DEX. You write clean, production-ready Go code following Google's Go Style Guide. You understand modern Go (1.25+), concurrency patterns, interfaces, generics, context p...	grpc-go	task_bug_identification	[ "error-handling", "configuration", "logging", "bug_identification" ]	medium	15	0	task_variant	0	[]
<\|im_start\|>system You are an expert Go software engineer with deep knowledge of idiomatic Go, the Go standard library, Kubernetes, gRPC, KrakenD, and DEX. You write clean, production-ready Go code following Google's Go Style Guide. You understand modern Go (1.25+), concurrency patterns, interfaces, generics, context p...	synthetic	tool_write_verify	[ "tool-calling", "write", "verification" ]	medium	0	0	tool_trajectory	3	[ "read_file", "write_file", "go_build" ]
<\|im_start\|>system You are an expert Go software engineer with deep knowledge of idiomatic Go, the Go standard library, Kubernetes, gRPC, KrakenD, and DEX. You write clean, production-ready Go code following Google's Go Style Guide. You understand modern Go (1.25+), concurrency patterns, interfaces, generics, context p...	kubernetes	type_definition	[ "context", "logging", "interface" ]	medium	20	4	completion	0	[]
<\|im_start\|>system You are an expert Go software engineer with deep knowledge of idiomatic Go, the Go standard library, Kubernetes, gRPC, KrakenD, and DEX. You write clean, production-ready Go code following Google's Go Style Guide. You understand modern Go (1.25+), concurrency patterns, interfaces, generics, context p...	grpc-go	function_completion	[ "error-handling", "context", "grpc", "logging" ]	complex	31	8	completion	0	[]
<\|im_start\|>system You are an expert Go software engineer with deep knowledge of idiomatic Go, the Go standard library, Kubernetes, gRPC, KrakenD, and DEX. You write clean, production-ready Go code following Google's Go Style Guide. You understand modern Go (1.25+), concurrency patterns, interfaces, generics, context p...	grpc-go	task_bug_identification	[ "interface-implementation", "bug_identification" ]	medium	13	0	task_variant	0	[]
<\|im_start\|>system You are an expert Go software engineer with deep knowledge of idiomatic Go, the Go standard library, Kubernetes, gRPC, KrakenD, and DEX. You write clean, production-ready Go code following Google's Go Style Guide. You understand modern Go (1.25+), concurrency patterns, interfaces, generics, context p...	dex	task_refactoring	[ "error-handling", "context", "interface-implementation", "refactoring" ]	simple	7	0	task_variant	0	[]
<\|im_start\|>system You are an expert Go software engineer with deep knowledge of idiomatic Go, the Go standard library, Kubernetes, gRPC, KrakenD, and DEX. You write clean, production-ready Go code following Google's Go Style Guide. You understand modern Go (1.25+), concurrency patterns, interfaces, generics, context p...	synthetic	tool_agent_planning	[ "tool-calling", "planning", "refactoring" ]	complex	0	0	tool_trajectory	5	[ "read_file", "search_code", "write_file", "go_build", "go_test" ]
<\|im_start\|>system You are an expert Go software engineer with deep knowledge of idiomatic Go, the Go standard library, Kubernetes, gRPC, KrakenD, and DEX. You write clean, production-ready Go code following Google's Go Style Guide. You understand modern Go (1.25+), concurrency patterns, interfaces, generics, context p...	dex	function_completion	[ "error-handling", "configuration", "logging" ]	medium	18	7	completion	0	[]
<\|im_start\|>system You are an expert Go software engineer with deep knowledge of idiomatic Go, the Go standard library, Kubernetes, gRPC, KrakenD, and DEX. You write clean, production-ready Go code following Google's Go Style Guide. You understand modern Go (1.25+), concurrency patterns, interfaces, generics, context p...	grpc-go	function_completion	[ "error-handling", "context", "logging" ]	complex	24	8	completion	0	[]
<\|im_start\|>system You are an expert Go software engineer with deep knowledge of idiomatic Go, the Go standard library, Kubernetes, gRPC, KrakenD, and DEX. You write clean, production-ready Go code following Google's Go Style Guide. You understand modern Go (1.25+), concurrency patterns, interfaces, generics, context p...	synthetic	tool_error_recovery	[ "tool-calling", "error-recovery", "build" ]	complex	0	0	tool_trajectory	4	[ "go_build", "read_file", "write_file", "go_build" ]
<\|im_start\|>system You are an expert Go software engineer with deep knowledge of idiomatic Go, the Go standard library, Kubernetes, gRPC, KrakenD, and DEX. You write clean, production-ready Go code following Google's Go Style Guide. You understand modern Go (1.25+), concurrency patterns, interfaces, generics, context p...	dex	task_optimization	[ "error-handling", "configuration", "logging", "optimization" ]	complex	51	0	task_variant	0	[]
<\|im_start\|>system You are an expert Go software engineer with deep knowledge of idiomatic Go, the Go standard library, Kubernetes, gRPC, KrakenD, and DEX. You write clean, production-ready Go code following Google's Go Style Guide. You understand modern Go (1.25+), concurrency patterns, interfaces, generics, context p...	grpc-go	function_completion	[ "interface-implementation" ]	medium	11	7	completion	0	[]
<\|im_start\|>system You are an expert Go software engineer with deep knowledge of idiomatic Go, the Go standard library, Kubernetes, gRPC, KrakenD, and DEX. You write clean, production-ready Go code following Google's Go Style Guide. You understand modern Go (1.25+), concurrency patterns, interfaces, generics, context p...	dex	task_explanation	[ "error-handling", "context", "interface-implementation", "explanation" ]	medium	17	0	task_variant	0	[]
<\|im_start\|>system You are an expert Go software engineer with deep knowledge of idiomatic Go, the Go standard library, Kubernetes, gRPC, KrakenD, and DEX. You write clean, production-ready Go code following Google's Go Style Guide. You understand modern Go (1.25+), concurrency patterns, interfaces, generics, context p...	kubernetes	type_definition	[ "context", "interface" ]	simple	5	4	completion	0	[]
<\|im_start\|>system You are an expert Go software engineer with deep knowledge of idiomatic Go, the Go standard library, Kubernetes, gRPC, KrakenD, and DEX. You write clean, production-ready Go code following Google's Go Style Guide. You understand modern Go (1.25+), concurrency patterns, interfaces, generics, context p...	dex	task_test_generation	[ "http", "test_generation" ]	simple	6	0	task_variant	0	[]
<\|im_start\|>system You are an expert Go software engineer with deep knowledge of idiomatic Go, the Go standard library, Kubernetes, gRPC, KrakenD, and DEX. You write clean, production-ready Go code following Google's Go Style Guide. You understand modern Go (1.25+), concurrency patterns, interfaces, generics, context p...	dex	function_completion	[ "error-handling", "context", "interface-implementation" ]	medium	17	7	completion	0	[]
<\|im_start\|>system You are an expert Go software engineer with deep knowledge of idiomatic Go, the Go standard library, Kubernetes, gRPC, KrakenD, and DEX. You write clean, production-ready Go code following Google's Go Style Guide. You understand modern Go (1.25+), concurrency patterns, interfaces, generics, context p...	kubernetes	type_definition	[ "interface" ]	medium	25	5	completion	0	[]
<\|im_start\|>system You are an expert Go software engineer with deep knowledge of idiomatic Go, the Go standard library, Kubernetes, gRPC, KrakenD, and DEX. You write clean, production-ready Go code following Google's Go Style Guide. You understand modern Go (1.25+), concurrency patterns, interfaces, generics, context p...	dex	function_completion	[]	medium	19	7	completion	0	[]
<\|im_start\|>system You are an expert Go software engineer with deep knowledge of idiomatic Go, the Go standard library, Kubernetes, gRPC, KrakenD, and DEX. You write clean, production-ready Go code following Google's Go Style Guide. You understand modern Go (1.25+), concurrency patterns, interfaces, generics, context p...	synthetic	synthetic_modern_go	[ "modern_go", "log-slog-handler-patterns" ]	complex	24	0	synthetic	0	[]
<\|im_start\|>system You are an expert Go software engineer with deep knowledge of idiomatic Go, the Go standard library, Kubernetes, gRPC, KrakenD, and DEX. You write clean, production-ready Go code following Google's Go Style Guide. You understand modern Go (1.25+), concurrency patterns, interfaces, generics, context p...	grpc-go	task_explanation	[ "error-handling", "context", "grpc", "logging", "explanation" ]	complex	76	0	task_variant	0	[]
<\|im_start\|>system You are an expert Go software engineer with deep knowledge of idiomatic Go, the Go standard library, Kubernetes, gRPC, KrakenD, and DEX. You write clean, production-ready Go code following Google's Go Style Guide. You understand modern Go (1.25+), concurrency patterns, interfaces, generics, context p...	synthetic	synthetic_software_architecture	[ "software_architecture", "service-mesh-mutual-TLS" ]	complex	30	0	synthetic	0	[]
<\|im_start\|>system You are an expert Go software engineer with deep knowledge of idiomatic Go, the Go standard library, Kubernetes, gRPC, KrakenD, and DEX. You write clean, production-ready Go code following Google's Go Style Guide. You understand modern Go (1.25+), concurrency patterns, interfaces, generics, context p...	grpc-go	function_completion	[ "error-handling", "grpc", "logging" ]	medium	19	6	completion	0	[]
<\|im_start\|>system You are an expert Go software engineer with deep knowledge of idiomatic Go, the Go standard library, Kubernetes, gRPC, KrakenD, and DEX. You write clean, production-ready Go code following Google's Go Style Guide. You understand modern Go (1.25+), concurrency patterns, interfaces, generics, context p...	dex	function_completion	[ "context", "interface-implementation" ]	simple	7	5	completion	0	[]
<\|im_start\|>system You are an expert Go software engineer with deep knowledge of idiomatic Go, the Go standard library, Kubernetes, gRPC, KrakenD, and DEX. You write clean, production-ready Go code following Google's Go Style Guide. You understand modern Go (1.25+), concurrency patterns, interfaces, generics, context p...	synthetic	tool_multi_read	[ "tool-calling", "read-only", "authentication" ]	medium	0	0	tool_trajectory	3	[ "list_directory", "read_file", "search_code" ]
<\|im_start\|>system You are an expert Go software engineer with deep knowledge of idiomatic Go, the Go standard library, Kubernetes, gRPC, KrakenD, and DEX. You write clean, production-ready Go code following Google's Go Style Guide. You understand modern Go (1.25+), concurrency patterns, interfaces, generics, context p...	kubernetes	type_definition	[ "context" ]	medium	20	6	completion	0	[]
<\|im_start\|>system You are an expert Go software engineer with deep knowledge of idiomatic Go, the Go standard library, Kubernetes, gRPC, KrakenD, and DEX. You write clean, production-ready Go code following Google's Go Style Guide. You understand modern Go (1.25+), concurrency patterns, interfaces, generics, context p...	dex	function_completion	[ "error-handling", "configuration", "logging" ]	complex	73	5	completion	0	[]
<\|im_start\|>system You are an expert Go software engineer with deep knowledge of idiomatic Go, the Go standard library, Kubernetes, gRPC, KrakenD, and DEX. You write clean, production-ready Go code following Google's Go Style Guide. You understand modern Go (1.25+), concurrency patterns, interfaces, generics, context p...	kubernetes	type_definition	[ "context", "interface" ]	medium	14	6	completion	0	[]
<\|im_start\|>system You are an expert Go software engineer with deep knowledge of idiomatic Go, the Go standard library, Kubernetes, gRPC, KrakenD, and DEX. You write clean, production-ready Go code following Google's Go Style Guide. You understand modern Go (1.25+), concurrency patterns, interfaces, generics, context p...	dex	task_optimization	[ "error-handling", "context", "interface-implementation", "optimization" ]	complex	41	0	task_variant	0	[]
<\|im_start\|>system You are an expert Go software engineer with deep knowledge of idiomatic Go, the Go standard library, Kubernetes, gRPC, KrakenD, and DEX. You write clean, production-ready Go code following Google's Go Style Guide. You understand modern Go (1.25+), concurrency patterns, interfaces, generics, context p...	synthetic	tool_write_verify	[ "tool-calling", "write", "verification" ]	medium	0	0	tool_trajectory	2	[ "write_file", "go_build" ]
<\|im_start\|>system You are an expert Go software engineer with deep knowledge of idiomatic Go, the Go standard library, Kubernetes, gRPC, KrakenD, and DEX. You write clean, production-ready Go code following Google's Go Style Guide. You understand modern Go (1.25+), concurrency patterns, interfaces, generics, context p...	dex	task_refactoring	[ "error-handling", "logging", "refactoring" ]	medium	20	0	task_variant	0	[]
<\|im_start\|>system You are an expert Go software engineer with deep knowledge of idiomatic Go, the Go standard library, Kubernetes, gRPC, KrakenD, and DEX. You write clean, production-ready Go code following Google's Go Style Guide. You understand modern Go (1.25+), concurrency patterns, interfaces, generics, context p...	synthetic	tool_git	[ "tool-calling", "git", "commit" ]	medium	0	0	tool_trajectory	3	[ "git_status", "git_diff", "git_commit" ]
<\|im_start\|>system You are an expert Go software engineer with deep knowledge of idiomatic Go, the Go standard library, Kubernetes, gRPC, KrakenD, and DEX. You write clean, production-ready Go code following Google's Go Style Guide. You understand modern Go (1.25+), concurrency patterns, interfaces, generics, context p...	grpc-go	function_completion	[ "concurrency", "interface-implementation" ]	complex	28	7	completion	0	[]
<\|im_start\|>system You are an expert Go software engineer with deep knowledge of idiomatic Go, the Go standard library, Kubernetes, gRPC, KrakenD, and DEX. You write clean, production-ready Go code following Google's Go Style Guide. You understand modern Go (1.25+), concurrency patterns, interfaces, generics, context p...	synthetic	tool_error_recovery	[ "tool-calling", "error-recovery", "build" ]	complex	0	0	tool_trajectory	4	[ "go_build", "read_file", "write_file", "go_build" ]
<\|im_start\|>system You are an expert Go software engineer with deep knowledge of idiomatic Go, the Go standard library, Kubernetes, gRPC, KrakenD, and DEX. You write clean, production-ready Go code following Google's Go Style Guide. You understand modern Go (1.25+), concurrency patterns, interfaces, generics, context p...	dex	task_optimization	[ "interface-implementation", "optimization" ]	medium	16	0	task_variant	0	[]
<\|im_start\|>system You are an expert Go software engineer with deep knowledge of idiomatic Go, the Go standard library, Kubernetes, gRPC, KrakenD, and DEX. You write clean, production-ready Go code following Google's Go Style Guide. You understand modern Go (1.25+), concurrency patterns, interfaces, generics, context p...	dex	function_completion	[ "error-handling", "logging", "interface-implementation" ]	medium	17	7	completion	0	[]
<\|im_start\|>system You are an expert Go software engineer with deep knowledge of idiomatic Go, the Go standard library, Kubernetes, gRPC, KrakenD, and DEX. You write clean, production-ready Go code following Google's Go Style Guide. You understand modern Go (1.25+), concurrency patterns, interfaces, generics, context p...	synthetic	tool_error_recovery	[ "tool-calling", "error-recovery", "build" ]	complex	0	0	tool_trajectory	4	[ "go_build", "read_file", "write_file", "go_build" ]
<\|im_start\|>system You are an expert Go software engineer with deep knowledge of idiomatic Go, the Go standard library, Kubernetes, gRPC, KrakenD, and DEX. You write clean, production-ready Go code following Google's Go Style Guide. You understand modern Go (1.25+), concurrency patterns, interfaces, generics, context p...	synthetic	tool_debugging	[ "tool-calling", "debugging", "http" ]	complex	0	0	tool_trajectory	3	[ "read_file", "search_code", "read_file" ]
<\|im_start\|>system You are an expert Go software engineer with deep knowledge of idiomatic Go, the Go standard library, Kubernetes, gRPC, KrakenD, and DEX. You write clean, production-ready Go code following Google's Go Style Guide. You understand modern Go (1.25+), concurrency patterns, interfaces, generics, context p...	grpc-go	function_completion	[ "logging" ]	complex	24	7	completion	0	[]
<\|im_start\|>system You are an expert Go software engineer with deep knowledge of idiomatic Go, the Go standard library, Kubernetes, gRPC, KrakenD, and DEX. You write clean, production-ready Go code following Google's Go Style Guide. You understand modern Go (1.25+), concurrency patterns, interfaces, generics, context p...	synthetic	synthetic_observability	[ "observability", "Prometheus-metrics" ]	medium	27	0	synthetic	0	[]
<\|im_start\|>system You are an expert Go software engineer with deep knowledge of idiomatic Go, the Go standard library, Kubernetes, gRPC, KrakenD, and DEX. You write clean, production-ready Go code following Google's Go Style Guide. You understand modern Go (1.25+), concurrency patterns, interfaces, generics, context p...	grpc-go	function_completion	[ "context" ]	medium	19	7	completion	0	[]
<\|im_start\|>system You are an expert Go software engineer with deep knowledge of idiomatic Go, the Go standard library, Kubernetes, gRPC, KrakenD, and DEX. You write clean, production-ready Go code following Google's Go Style Guide. You understand modern Go (1.25+), concurrency patterns, interfaces, generics, context p...	grpc-go	function_completion	[ "error-handling", "logging", "interface-implementation" ]	medium	14	7	completion	0	[]
<\|im_start\|>system You are an expert Go software engineer with deep knowledge of idiomatic Go, the Go standard library, Kubernetes, gRPC, KrakenD, and DEX. You write clean, production-ready Go code following Google's Go Style Guide. You understand modern Go (1.25+), concurrency patterns, interfaces, generics, context p...	grpc-go	task_refactoring	[ "logging", "interface-implementation", "refactoring" ]	complex	32	0	task_variant	0	[]
<\|im_start\|>system You are an expert Go software engineer with deep knowledge of idiomatic Go, the Go standard library, Kubernetes, gRPC, KrakenD, and DEX. You write clean, production-ready Go code following Google's Go Style Guide. You understand modern Go (1.25+), concurrency patterns, interfaces, generics, context p...	synthetic	tool_multi_read	[ "tool-calling", "read-only", "authentication" ]	medium	0	0	tool_trajectory	3	[ "list_directory", "read_file", "search_code" ]
<\|im_start\|>system You are an expert Go software engineer with deep knowledge of idiomatic Go, the Go standard library, Kubernetes, gRPC, KrakenD, and DEX. You write clean, production-ready Go code following Google's Go Style Guide. You understand modern Go (1.25+), concurrency patterns, interfaces, generics, context p...	grpc-go	function_completion	[ "configuration", "interface-implementation" ]	complex	28	6	completion	0	[]
<\|im_start\|>system You are an expert Go software engineer with deep knowledge of idiomatic Go, the Go standard library, Kubernetes, gRPC, KrakenD, and DEX. You write clean, production-ready Go code following Google's Go Style Guide. You understand modern Go (1.25+), concurrency patterns, interfaces, generics, context p...	synthetic	tool_write_verify	[ "tool-calling", "write", "verification" ]	medium	0	0	tool_trajectory	2	[ "write_file", "go_build" ]
<\|im_start\|>system You are an expert Go software engineer with deep knowledge of idiomatic Go, the Go standard library, Kubernetes, gRPC, KrakenD, and DEX. You write clean, production-ready Go code following Google's Go Style Guide. You understand modern Go (1.25+), concurrency patterns, interfaces, generics, context p...	synthetic	tool_agent_planning	[ "tool-calling", "planning", "refactoring" ]	complex	0	0	tool_trajectory	5	[ "read_file", "search_code", "write_file", "go_build", "go_test" ]
<\|im_start\|>system You are an expert Go software engineer with deep knowledge of idiomatic Go, the Go standard library, Kubernetes, gRPC, KrakenD, and DEX. You write clean, production-ready Go code following Google's Go Style Guide. You understand modern Go (1.25+), concurrency patterns, interfaces, generics, context p...	grpc-go	function_completion	[ "concurrency", "interface-implementation" ]	medium	11	7	completion	0	[]
<\|im_start\|>system You are an expert Go software engineer with deep knowledge of idiomatic Go, the Go standard library, Kubernetes, gRPC, KrakenD, and DEX. You write clean, production-ready Go code following Google's Go Style Guide. You understand modern Go (1.25+), concurrency patterns, interfaces, generics, context p...	dex	task_review	[ "error-handling", "context", "logging", "interface-implementation", "review" ]	complex	37	0	task_variant	0	[]
<\|im_start\|>system You are an expert Go software engineer with deep knowledge of idiomatic Go, the Go standard library, Kubernetes, gRPC, KrakenD, and DEX. You write clean, production-ready Go code following Google's Go Style Guide. You understand modern Go (1.25+), concurrency patterns, interfaces, generics, context p...	kubernetes	type_definition	[ "configuration" ]	simple	6	4	completion	0	[]
<\|im_start\|>system You are an expert Go software engineer with deep knowledge of idiomatic Go, the Go standard library, Kubernetes, gRPC, KrakenD, and DEX. You write clean, production-ready Go code following Google's Go Style Guide. You understand modern Go (1.25+), concurrency patterns, interfaces, generics, context p...	synthetic	synthetic_software_architecture	[ "software_architecture", "circuit-breaker-state-management" ]	medium	30	0	synthetic	0	[]
<\|im_start\|>system You are an expert Go software engineer with deep knowledge of idiomatic Go, the Go standard library, Kubernetes, gRPC, KrakenD, and DEX. You write clean, production-ready Go code following Google's Go Style Guide. You understand modern Go (1.25+), concurrency patterns, interfaces, generics, context p...	grpc-go	task_bug_identification	[ "error-handling", "configuration", "logging", "interface-implementation", "bug_identification" ]	complex	36	0	task_variant	0	[]
<\|im_start\|>system You are an expert Go software engineer with deep knowledge of idiomatic Go, the Go standard library, Kubernetes, gRPC, KrakenD, and DEX. You write clean, production-ready Go code following Google's Go Style Guide. You understand modern Go (1.25+), concurrency patterns, interfaces, generics, context p...	kubernetes	type_definition	[ "configuration" ]	simple	11	5	completion	0	[]
<\|im_start\|>system You are an expert Go software engineer with deep knowledge of idiomatic Go, the Go standard library, Kubernetes, gRPC, KrakenD, and DEX. You write clean, production-ready Go code following Google's Go Style Guide. You understand modern Go (1.25+), concurrency patterns, interfaces, generics, context p...	kubernetes	task_test_generation	[ "interface", "test_generation" ]	simple	10	0	task_variant	0	[]
<\|im_start\|>system You are an expert Go software engineer with deep knowledge of idiomatic Go, the Go standard library, Kubernetes, gRPC, KrakenD, and DEX. You write clean, production-ready Go code following Google's Go Style Guide. You understand modern Go (1.25+), concurrency patterns, interfaces, generics, context p...	kubernetes	type_definition	[ "configuration" ]	simple	10	4	completion	0	[]

End of preview. Expand in Data Studio

GoModel Go Expert v2

Dataset description

GoModel Go Expert v2 is an English instruction and completion dataset for training Go coding assistants. It combines curated production Go with synthetic instruction tasks and agentic tool trajectories. Version 2 is a new dataset and does not replace the earlier GoModel repositories. Each JSONL record is already serialized as a full Qwen-compatible ChatML conversation in its text field.

Data sources

Source revisions were pinned before extraction. The dataset is derived from five open-source repositories:

Repository	Module	Upstream license	Commit
go	`std`	BSD-3-Clause	`607e0bf6501b1b8e230289b8566f6329921b9ad1`
kubernetes	`k8s.io/kubernetes`	Apache-2.0	`b882c60b4023bdf09264c2d5d30a2cadebc240fb`
grpc-go	`google.golang.org/grpc`	Apache-2.0	`03255a9237b6eb32710f6bc4f2de9a675b99fe36`
dex	`github.com/dexidp/dex`	Apache-2.0	`ab64ed778070e983cbb10cfc07ea4bb397d14312`
krakend-ce	`github.com/krakend/krakend-ce/v2`	Apache-2.0	`ce098cf992604a8db6fe1d725d29fbb5ae4d1a3d`

Preprocessing methodology

Repositories were audited and pinned to the revisions above.
Go syntax was parsed with AST-aware extraction into declaration, type, function, and file-completion examples; generated, vendored, test, benchmark, and fuzz code was classified separately.
Review, refactoring, explanation, optimization, bug-finding, and test-writing task variants were synthesized, along with focused modern-Go and architecture tasks.
Tool-use conversations were generated for direct answers, repository inspection, multi-step investigation, editing and verification, Git, and error recovery.
Records were rendered as ChatML, deterministically shuffled with seed 20250806, and split by source to reduce leakage.

Filtering methodology

Exact and normalized near-duplicate checks were followed by noise removal and a quality rubric covering syntactic signal, completeness, complexity, and useful Go idioms. Source and strategy caps prevent large repositories and repetitive AST patterns from dominating. Of 13,424 extracted candidates, 738 near duplicates, 1,284 noisy records, 5,973 low-scoring records, and 1,861 overrepresented records were removed. The quality-filtered pool contains 3,568 records before task and tool augmentation and final split assembly.

Dataset statistics

Split	Examples	Average characters	Maximum characters
train	2,321	2,633.32	7,319
validation	324	1,931.99	7,304
test	56	4,003.71	7,304

Total final examples: 2,701. There are 482 tool trajectories with an average trajectory length of 3.29.

Data format (ChatML)

Every row has a required text string and annotation fields such as source, strategy, category, complexity, and tags. The text follows this form:

<|im_start|>system
You are an expert Go software engineer ...<|im_end|>
<|im_start|>user
... request ...<|im_end|>
<|im_start|>assistant
... response ...<|im_end|>

Fields can vary slightly by category; consumers should train on text and treat the other fields as optional metadata.

Tool calling format

Tool-enabled records provide tool definitions in context. Calls are JSON objects between <tool> tags, for example:

<tool>{"name":"read_file","arguments":{"path":"main.go"}}</tool>

Tool results appear in subsequent tool turns. Tools represented include repository reading/search, directory listing, file writing, Go build/test, and Git operations. Applications must validate arguments and obtain user approval for consequential actions; dataset examples are not an authorization policy.

Intended use

This dataset is intended for supervised fine-tuning, research, and evaluation of Go code assistants, including assistants that use development tools. It is not a source of security guarantees. Generated code and tool actions require human review, testing, license review, and security analysis before production use. Do not use it to generate malware or to operate on repositories without authorization.

License information

This compilation is released subject to the licenses of its source material. Go is BSD-3-Clause; Kubernetes, grpc-go, DEX, and KrakenD CE are Apache-2.0 at the pinned revisions. Users are responsible for preserving notices, attribution, and complying with the applicable upstream license for reproduced code. Synthetic metadata and instructions do not remove rights in underlying source code. See the source table and each upstream repository for authoritative license text.

Version history

v2 (2026-08): AST-aware five-repository corpus; stronger deduplication, balancing, task synthesis, source-separated evaluation, and tool trajectories.
v1: Earlier GoModel dataset; retained separately and not overwritten by v2.

Downloads last month: 31