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| # RagBot Skills Roadmap - Installed & Ready | |
| **Date**: February 18, 2026 | |
| **Status**: ✅ **7 Strategic Skills Installed** | |
| **Goal**: Take RagBot from production-ready to enterprise-grade | |
| --- | |
| ## Executive Summary | |
| Your RagBot system is **production-ready** with 31 passing tests and a working REST API. We've identified and installed **7 critical skills** to address gaps in: | |
| 1. ✅ CI/CD Automation | |
| 2. ✅ API Security & Hardening | |
| 3. ✅ Test Coverage & Quality Metrics | |
| 4. ✅ Code Review Workflows | |
| 5. ✅ API Documentation | |
| 6. ✅ Security Compliance (OWASP) | |
| --- | |
| ## Installed Skills Overview | |
| ### 🚀 **Skill #1: GitHub Actions Templates** (2.8K installs) | |
| **Package**: `wshobson/agents@github-actions-templates` | |
| **Location**: `.agents/skills/github-actions-templates/` | |
| **What it does**: | |
| - Provides production GitHub Actions workflow templates | |
| - Automated testing on every commit/PR | |
| - Automated deployment pipelines | |
| - Security scanning (SAST, dependency checks) | |
| - Code quality checks (linting, formatting) | |
| - Build & test matrix for multiple Python versions | |
| **For RagBot**: Automate pytest runs, Docker builds, dependency updates | |
| --- | |
| ### 🔐 **Skill #2: API Security Hardening** (144 installs) | |
| **Package**: `aj-geddes/useful-ai-prompts@api-security-hardening` | |
| **Location**: `.agents/skills/api-security-hardening/` | |
| **What it does**: | |
| - Authentication (API keys, JWT tokens) | |
| - CORS configuration hardening | |
| - Input validation & sanitization | |
| - Rate limiting implementation | |
| - Security headers (CSP, X-Frame-Options, etc.) | |
| - HTTPS/TLS best practices | |
| - Database query protection (SQL injection prevention) | |
| **For RagBot**: Secure the REST API endpoints, add API key authentication, implement CORS policies for web integration | |
| --- | |
| ### ⏱️ **Skill #3: API Rate Limiting** (92 installs) | |
| **Package**: `aj-geddes/useful-ai-prompts@api-rate-limiting` | |
| **Location**: `.agents/skills/api-rate-limiting/` | |
| **What it does**: | |
| - Per-user rate limiting (requests/minute) | |
| - Per-IP rate limiting | |
| - Request throttling strategies | |
| - Token bucket algorithm | |
| - Redis/in-memory backends | |
| - Rate limit headers in responses | |
| - Graceful handling of exceeding limits | |
| **For RagBot**: Prevent abuse of medical analysis endpoint (critical for healthcare apps), implement tiered rate limits for API tiers | |
| --- | |
| ### 🧪 **Skill #4: Python Testing Patterns** (3.7K installs - MOST POPULAR) | |
| **Package**: `wshobson/agents@python-testing-patterns` | |
| **Location**: `.agents/skills/python-testing-patterns/` | |
| **What it does**: | |
| - Test structure & organization best practices | |
| - Fixture patterns for complex test setup | |
| - Mocking strategies (unittest.mock, pytest-mock) | |
| - Parametrized testing for multiple scenarios | |
| - Test coverage reporting (pytest-cov) | |
| - Integration vs unit test patterns | |
| - Property-based testing (hypothesis) | |
| **For RagBot**: Expand test suite beyond 31 tests, add integration tests, measure coverage metrics, mock LLM calls for faster tests | |
| --- | |
| ### 👀 **Skill #5: GitHub PR Review Workflow** (31 installs) | |
| **Package**: `uwe-schwarz/skills@github-pr-review-workflow` | |
| **Location**: `.agents/skills/github-pr-review-workflow/` | |
| **What it does**: | |
| - Automated code review rules | |
| - PR template enforcement | |
| - Commit message standards | |
| - Required approval workflows | |
| - Code ownership files (CODEOWNERS) | |
| - Automated reviewer assignment | |
| - PR status checks & branch protection | |
| **For RagBot**: Establish code quality gates, mandatory reviews before merging, document contribution process | |
| --- | |
| ### 🛡️ **Skill #6: OWASP Security Check** (148 installs) | |
| **Package**: `sergiodxa/agent-skills@owasp-security-check` | |
| **Location**: `.agents/skills/owasp-security-check/` | |
| **What it does**: | |
| - OWASP Top 10 vulnerability scanning | |
| - Security vulnerability assessment | |
| - Dependency security checks (CVE detection) | |
| - Code pattern analysis for common security flaws | |
| - Encryption & hashing best practices | |
| - Authentication & authorization review | |
| - Logging security violations | |
| **For RagBot**: Scan for healthcare data protection (HIPAA-relevant), check for common vulnerabilities, validate input handling | |
| --- | |
| ### 📚 **Skill #7: API Docs Generator** (44 installs) | |
| **Package**: `patricio0312rev/skills@api-docs-generator` | |
| **Location**: `.agents/skills/api-docs-generator/` | |
| **What it does**: | |
| - OpenAPI/Swagger spec generation | |
| - Interactive API documentation (Swagger UI, ReDoc) | |
| - Auto-generated client SDKs (optional) | |
| - Request/response example generation | |
| - API changelog management | |
| - Documentation from code comments | |
| - Multi-version API support | |
| **For RagBot**: Generate OpenAPI spec from FastAPI code, auto-docs at `/docs` and `/redoc`, create client libraries | |
| --- | |
| ## Implementation Priority (Next Steps) | |
| ### **Phase 1: Security (Week 1)** 🔒 | |
| Implement security-critical features: | |
| 1. Use **API Security Hardening** skill to add JWT authentication | |
| 2. Use **API Rate Limiting** to protect endpoints | |
| 3. Run **OWASP Security Check** against current code | |
| 4. Update API docs with auth requirements | |
| ### **Phase 2: Automation (Week 1-2)** 🤖 | |
| Set up CI/CD pipelines: | |
| 1. Use **GitHub Actions Templates** to create `.github/workflows/` | |
| - `tests.yml` - Run pytest on every push | |
| - `security.yml` - OWASP + dependency scanning | |
| - `docker.yml` - Build & push Docker images | |
| - `deploy.yml` - CD pipeline to production | |
| ### **Phase 3: Quality (Week 2-3)** 📊 | |
| Improve code quality: | |
| 1. Use **Python Testing Patterns** to expand test suite | |
| - Add integration tests (API + workflow) | |
| - Add property-based tests (parametrized) | |
| - Measure coverage (target: 80%+) | |
| - Mock external LLM calls for speed | |
| 2. Use **GitHub PR Review Workflow** to enforce standards | |
| - Create CODEOWNERS file | |
| - Add PR template | |
| - Require code review approval | |
| - Run lint/format checks automatically | |
| ### **Phase 4: Documentation (Week 3)** 📖 | |
| Polish documentation: | |
| 1. Use **API Docs Generator** for OpenAPI spec | |
| - Regenerate Swagger/ReDoc docs | |
| - Add security scheme documentation | |
| - Publish to ReadTheDocs or GitHub Pages | |
| --- | |
| ## Quick Start: Using Each Skill | |
| ### 1. **CI/CD Workflow** (GitHub Actions) | |
| ```bash | |
| # Create .github/workflows/tests.yml using the templates | |
| # Ask: "Can you create a GitHub Actions workflow to test my Python project on every push?" | |
| # The skill provides templates for: | |
| # - Test matrix (Python 3.11, 3.12, 3.13) | |
| # - Lint & format checks | |
| # - Build Docker image | |
| # - Deploy to staging/production | |
| ``` | |
| ### 2. **Secure the API** | |
| ```bash | |
| # Ask: "How can I add API key authentication to my FastAPI REST API?" | |
| # The skill provides: | |
| # - JWT token generation | |
| # - API key validation middleware | |
| # - CORS configuration | |
| # - Request validation decorators | |
| # - Rate limiting middleware | |
| ``` | |
| ### 3. **Expand Tests** | |
| ```bash | |
| # Ask: "How can I improve my test coverage for medical analysis API?" | |
| # The skill provides: | |
| # - Parametrized tests for different biomarker values | |
| # - Mocked LLM responses (for speed) | |
| # - Integration test patterns | |
| # - Coverage reporting | |
| ``` | |
| ### 4. **Review Workflow** | |
| ```bash | |
| # Ask: "Set up GitHub PR review workflow for my repo" | |
| # The skill provides: | |
| # - CODEOWNERS file template | |
| # - PR template (asks about test coverage, docs, etc.) | |
| # - Branch protection rules | |
| # - Required reviewers | |
| ``` | |
| ### 5. **OWASP Security Scanning** | |
| ```bash | |
| # Ask: "Scan my FastAPI medical analysis API for OWASP Top 10 vulnerabilities" | |
| # Checks for: | |
| # - SQL injection vulnerabilities | |
| # - Improper input validation | |
| # - Missing authentication | |
| # - Unencrypted sensitive data | |
| # - XXE attacks | |
| # - Broken access control | |
| ``` | |
| ### 6. **API Documentation** | |
| ```bash | |
| # Ask: "Generate OpenAPI spec from my FastAPI code" | |
| # Generates: | |
| # - OpenAPI 3.0 spec (JSON/YAML) | |
| # - SwaggerUI at /docs | |
| # - ReDoc at /redoc | |
| # - Example curl commands | |
| ``` | |
| --- | |
| ## Expected Improvements | |
| ### Before (Current State) | |
| - Manual testing (`pytest` run by developer) | |
| - No API authentication | |
| - 31 tests (good, but ~50% coverage estimated) | |
| - Manual code review (ad-hoc) | |
| - API docs only in markdown files | |
| - No automated deployment | |
| ### After (With Skills) | |
| - ✅ Automated testing on every push/PR | |
| - ✅ API secured with JWT + rate limiting | |
| - ✅ 80%+ test coverage with metrics dashboard | |
| - ✅ Mandatory code reviews with CODEOWNERS | |
| - ✅ Auto-generated OpenAPI docs + Swagger UI | |
| - ✅ Automated deployment to staging/production | |
| - ✅ Security scanning (OWASP + dependencies) | |
| - ✅ Healthcare-ready security posture | |
| --- | |
| ## Medical/Healthcare-Specific Considerations | |
| RagBot is a **medical decision support system** - security is critical: | |
| ### What These Skills Help With | |
| | Need | Skill | Benefit | | |
| |------|-------|---------| | |
| | Protected biomarker data | API Security Hardening | Encrypted API, auth required | | |
| | Audit trail for medical decisions | GitHub Actions (CI/CD logs) | Complete change history | | |
| | HIPAA compliance readiness | OWASP Security Check | Identifies compliance gaps | | |
| | Rate limiting (prevent brute force biomarker lookups) | API Rate Limiting | Throttles suspicious requests | | |
| | Documentation for medical professionals | API Docs Generator | Clear, standards-based API docs | | |
| | Quality assurance for medical analysis | Python Testing Patterns | High coverage, edge case testing | | |
| --- | |
| ## Files to Review | |
| After using the skills, you'll have created: | |
| ``` | |
| RagBot/ | |
| ├── .github/ | |
| │ └── workflows/ | |
| │ ├── tests.yml ← GitHub Actions Tests | |
| │ ├── security.yml ← OWASP + Dependency Scanning | |
| │ ├── docker.yml ← Docker Build & Push | |
| │ └── deploy.yml ← Automated Deployment | |
| ├── CODEOWNERS ← Code review assignments | |
| ├── .github/pull_request_template.md ← PR template | |
| ├── docs/ | |
| │ └── openapi.yaml ← Auto-generated API spec | |
| └── .agents/skills/ | |
| ├── github-actions-templates/ | |
| ├── api-security-hardening/ | |
| ├── api-rate-limiting/ | |
| ├── python-testing-patterns/ | |
| ├── github-pr-review-workflow/ | |
| ├── owasp-security-check/ | |
| └── api-docs-generator/ | |
| ``` | |
| --- | |
| ## Next Actions | |
| ### Immediate (Today) | |
| 1. ✅ Skills installed successfully | |
| 2. Review this document (you are here!) | |
| 3. Pick one skill to use first (I recommend **GitHub Actions Templates**) | |
| ### Short Term (This Week) | |
| 1. Create first GitHub Actions workflow for automated testing | |
| 2. Add API key authentication to FastAPI | |
| 3. Implement rate limiting on `/api/v1/analyze` endpoint | |
| ### Medium Term (This Month) | |
| 1. Run OWASP security scan, fix findings | |
| 2. Expand test suite to 60+ tests with coverage metrics | |
| 3. Generate OpenAPI spec and publish docs | |
| 4. Set up automated Docker builds | |
| ### Long Term (This Quarter) | |
| 1. Add CD pipeline (automated deployment) | |
| 2. Implement healthcare-specific security (encryption, audit logs) | |
| 3. Prepare for HIPAA compliance audit | |
| 4. Add monitoring/alerting for API health | |
| --- | |
| ## Support & Resources | |
| **Skill Documentation**: | |
| - Browse all skills: https://skills.sh/ | |
| - View installed skill details: `npx skills check` | |
| - Update skills: `npx skills update` | |
| **RagBot-Specific Documentation**: | |
| - Main README: [README.md](README.md) | |
| - Architecture: [docs/ARCHITECTURE.md](docs/ARCHITECTURE.md) | |
| - API Guide: [docs/API.md](docs/API.md) | |
| - Development: [docs/DEVELOPMENT.md](docs/DEVELOPMENT.md) | |
| **Next Deep-Dive Documents** (you can ask for): | |
| - "How do I use the GitHub Actions skill to set up CI/CD?" | |
| - "How do I secure my FastAPI API end-to-end?" | |
| - "How do I expand my test suite to reach 80% coverage?" | |
| - "How do I generate OpenAPI docs from my FastAPI code?" | |
| - "How do I set up a healthcare-ready deployment?" | |
| --- | |
| ## Summary | |
| You now have **7 enterprise-grade skills** ready to enhance RagBot: | |
| | # | Skill | Status | Value | | |
| |---|-------|--------|-------| | |
| | 1 | GitHub Actions Templates | ✅ Ready | CI/CD automation | | |
| | 2 | API Security Hardening | ✅ Ready | Auth + security headers | | |
| | 3 | API Rate Limiting | ✅ Ready | Abuse prevention | | |
| | 4 | Python Testing Patterns | ✅ Ready | Quality metrics | | |
| | 5 | GitHub PR Review Workflow | ✅ Ready | Code quality gates | | |
| | 6 | OWASP Security Check | ✅ Ready | Vulnerability scanning | | |
| | 7 | API Docs Generator | ✅ Ready | Auto OpenAPI spec | | |
| **Time to production-grade**: ~2-4 weeks of focused implementation | |
| **ROI**: Automated testing, security compliance, faster deployments, reduced bugs | |
| Ready to implement these? Just ask any of your installed skills! | |
| --- | |
| **Generated**: 2026-02-18 | |
| **By**: Deep Codebase Analysis + Skills CLI | |
| **Status**: All skills verified and ready to use | |