reflexion
SolidUse for self-correcting implementation. Implements the reflexion loop: implement, validate, self-critique, retry (max 3 iterations).
AI & Automation 45 stars
3 forks Updated today MIT
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Skill Content
# Reflexion Skill
Self-correcting implementation loop from the n-trax pattern.
## Workflow
### Iteration Loop (max 3)
**Step 1: Implement**
- Create the deliverable according to the specification/acceptance criteria.
- Software: write code. Content: write/produce content. AI tool: write prompts/configs. Service: document workflow.
- Follow ${CLAUDE_PLUGIN_ROOT}/harness/engineering-principles.md (principles apply to all product types).
- Apply patterns from patterns.md.
- Check corrections.md for relevant past mistakes.
**Step 2: Validate**
- Software: Run tests, linter, type checker, security scan, accessibility checks (if UI).
- **Security validation (OWASP)**: Check input validation, output encoding, parameterized queries, no hardcoded secrets, authentication/authorization patterns, dependency vulnerabilities. Reference OWASP Top 10:2025 categories for each check.
- Content: Review against learning objectives/editorial standards, check accessibility (captions, alt text), fact-check claims.
- AI tool: Run eval test cases, red-team testing, bias assessment.
- Service: Walk through the service blueprint end-to-end, verify documentation completeness.
- All: Verify acceptance criteria.
**Step 3: Self-Critique**
Review the implementation against (select items relevant to product_type):
- [ ] Engineering principles: DRY, KISS, YAGNI, SoC (apply to all product types)
- [ ] Security: Input validation, output encoding, no secrets, parameterized queries (software, ai_tool)
-...
Details
- Author
- haabe
- Repository
- haabe/mycelium
- Created
- 5 months ago
- Last Updated
- today
- Language
- Python
- License
- MIT
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