docs/archive/SKILLS_SUMMARY.txt

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║                     ✅ RAGBOT SKILLS INSTALLATION COMPLETE                     ║
║                  13 Strategic Skills to Level Up Your Project                 ║
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TIER 1: CRITICAL SECURITY & TESTING (Install First)
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✅ 1. Python Testing Patterns (3.7K installs)
      → Expand test suite from 83 to 150+ tests
      → Mock LLM calls for faster CI/CD
      → Target 90%+ code coverage
      Location: ~/.agents/skills/python-testing-patterns/

✅ 2. API Security Hardening (144 installs)
      → Add JWT/API key authentication
      → Input validation & sanitization
      → Security headers (CSP, HSTS, X-Frame-Options)
      Location: ~/.agents/skills/api-security-hardening/

✅ 3. OWASP Security Check (148 installs)
      → Scan for OWASP Top 10 vulnerabilities
      → Dependency security checks (CVE detection)
      → Data protection & access control audit
      Location: ~/.agents/skills/owasp-security-check/

✅ 4. API Rate Limiting (92 installs)
      → Protect critical endpoints from abuse
      → Implement tiered rate limits
      → Token bucket algorithm
      Location: ~/.agents/skills/api-rate-limiting/

TIER 2: INFRASTRUCTURE & CODE QUALITY
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✅ 5. GitHub Actions Templates (2.8K installs)
      → Auto-run pytest on every PR
      → Build & push Docker images
      → Security scanning & dependency checks
      Location: ~/.agents/skills/github-actions-templates/

✅ 6. Code Review Excellence
      → Review checklists & standards
      → Common code smell detection
      → Security review guidelines
      Location: ~/.agents/skills/code-review-excellence/

✅ 7. Python Error Handling
      → Custom exception hierarchy
      → Graceful degradation patterns
      → Better error context
      Location: ~/.agents/skills/python-error-handling/

TIER 3: ARCHITECTURE & CODE ORGANIZATION
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✅ 8. Python Design Patterns
      → Singleton, Factory, Strategy patterns
      → Dependency injection
      → Code maintainability
      Location: ~/.agents/skills/python-design-patterns/

✅ 9. FastAPI Templates
      → FastAPI best practices
      → Middleware patterns
      → Exception handling
      Location: ~/.agents/skills/fastapi-templates/

✅ 10. Python Observability
       → Structured logging (JSON)
       → Metrics collection
       → Distributed tracing
       Location: ~/.agents/skills/python-observability/

TIER 4: DOCUMENTATION & SPECIALIZED FEATURES
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✅ 11. API Docs Generator (44 installs)
       → Auto-generate OpenAPI specs
       → Swagger UI & ReDoc documentation
       → Client SDK generation
       Location: ~/.agents/skills/api-docs-generator/

✅ 12. GitHub PR Review Workflow (31 installs)
       → PR templates & standards
       → Code ownership (CODEOWNERS)
       → Branch protection rules
       Location: ~/.agents/skills/github-pr-review-workflow/

✅ 13. RAG Implementation
       → Citation enforcement
       → Retrieval quality scoring
       → Chunk optimization
       Location: ~/.agents/skills/rag-implementation/

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CRITICAL ISSUES TO ADDRESS (From Deep Code Review)
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🔴 CRITICAL:
   1. biomarker_flags & safety_alerts not propagating through workflow
   2. Schema mismatch between workflow output & API formatter
   3. Prediction confidence forced to 0.5 (dangerous in medical domain)

🟡 HIGH PRIORITY:
   4. Different biomarker naming in API vs CLI
   5. JSON parsing fragility in LLM extraction
   6. Missing citation enforcement in RAG outputs

ACTION PLAN
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WEEK 1: SECURITY & CRITICAL FIXES 🔒
├─ Run OWASP security check on entire codebase
├─ Add API key authentication to sensitive endpoints
├─ Implement API rate limiting
├─ Fix state propagation in workflow
└─ Remove forced confidence & default disease

WEEK 2: CODE QUALITY 🧪
├─ Expand test suite to 150+ tests using testing patterns
├─ Implement parametrized tests for biomarker combinations
├─ Mock LLM calls for faster CI/CD
├─ Add error handling with custom exceptions
└─ Measure & improve coverage to 90%+

WEEK 3: INFRASTRUCTURE 🚀
├─ Set up GitHub Actions CI/CD workflows
├─ Create CODEOWNERS and PR review standards
├─ Configure branch protection rules
├─ Generate & enhance API documentation
└─ Set up automated dependency scanning

WEEK 4: OBSERVABILITY & OPTIMIZATION 📊
├─ Add structured logging with observability skill
├─ Implement metrics collection (LLM latency, success rates)
├─ Optimize RAG retrieval with citation enforcement
├─ Apply design patterns for code organization
└─ Fine-tune FastAPI configuration

SKILLS USAGE QUICK REFERENCE
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List all skills:
  $ npx skills list

Check for updates:
  $ npx skills check

Update all skills:
  $ npx skills update

View specific skill:
  Open ~/.agents/skills/[skill-name]/

SKILL RECOMMENDATIONS BY USE CASE
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For increasing test coverage:
  👉 Python Testing Patterns

For hospital/HIPAA compliance:
  👉 API Security Hardening + OWASP Security Check

For improving reliability:
  👉 Python Error Handling + Python Observability + RAG Implementation

For code maintainability:
  👉 Python Design Patterns + Code Review Excellence

For deployment automation:
  👉 GitHub Actions Templates + GitHub PR Review Workflow

For medical AI quality:
  👉 RAG Implementation + API Docs Generator + Python Testing Patterns

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DOCUMENTATION:
  See: SKILLS_INSTALLED_UPDATED.md (detailed guide with code examples)

Next Step: Deep dive into Phase 1 (Security) - see SKILLS_INSTALLED_UPDATED.md