published by yaleh

23 listings on this page, in order of arrival. Each one has its own page with README, repository facts and source links.

1. api-design ★ 21
   Systematic API design methodology with 6 validated patterns covering parameter categorization, safe refactoring, audit-first approach, autom
2. knowledge-transfer ★ 21
   Progressive learning methodology for structured onboarding using time-boxed learning paths (Day-1, Week-1, Month-1), validation checkpoints,
3. retrospective-validation ★ 21
   Validate methodology effectiveness using historical data without live deployment. Use when rich historical data exists (100+ instances), met
4. methodology-bootstrapping ★ 21
   Apply Bootstrapped AI Methodology Engineering (BAIME) to develop project-specific methodologies through systematic Observe-Codify-Automate c
5. code-refactoring ★ 21
   BAIME-aligned refactoring protocol for Go hotspots (CLIs, services, MCP tooling) with automated metrics (e.g., metrics-cli, metrics-mcp) and
6. methodology-bootstrapping ★ 21
   Apply Bootstrapped AI Methodology Engineering (BAIME) to develop project-specific methodologies through systematic Observe-Codify-Automate c
7. knowledge-transfer ★ 21
   Progressive learning methodology for structured onboarding using time-boxed learning paths (Day-1, Week-1, Month-1), validation checkpoints,
8. retrospective-validation ★ 21
   Validate methodology effectiveness using historical data without live deployment. Use when rich historical data exists (100+ instances), met
9. technical-debt-management ★ 21
   Systematic technical debt quantification and management using SQALE methodology with value-effort prioritization, phased paydown roadmaps, a
10. baseline-quality-assessment ★ 21
    Achieve comprehensive baseline (V_meta ≥0.40) in iteration 0 to enable rapid convergence. Use when planning iteration 0 time allocation, dom
11. technical-debt-management ★ 21
    Systematic technical debt quantification and management using SQALE methodology with value-effort prioritization, phased paydown roadmaps, a
12. dependency-health ★ 21
    Security-first dependency management methodology with batch remediation, policy-driven compliance, and automated enforcement. Use when secur
13. agent-prompt-evolution ★ 21
    Track and optimize agent specialization during methodology development. Use when agent specialization emerges (generic agents show >5x perfo
14. rapid-convergence ★ 21
    Achieve 3-4 iteration methodology convergence (vs standard 5-7) when clear baseline metrics exist, domain scope is focused, and direct valid
15. methodology-bootstrapping ★ 21
    Apply Bootstrapped AI Methodology Engineering (BAIME) to develop project-specific methodologies through systematic Observe-Codify-Automate c
16. knowledge-transfer ★ 21
    Progressive learning methodology for structured onboarding using time-boxed learning paths (Day-1, Week-1, Month-1), validation checkpoints,
17. retrospective-validation ★ 21
    Validate methodology effectiveness using historical data without live deployment. Use when rich historical data exists (100+ instances), met
18. agent-prompt-evolution ★ 21
    Track and optimize agent specialization during methodology development. Use when agent specialization emerges (generic agents show >5x perfo
19. dependency-health ★ 21
    Security-first dependency management methodology with batch remediation, policy-driven compliance, and automated enforcement. Use when secur
20. dependency-health ★ 21
    Security-first dependency management methodology with batch remediation, policy-driven compliance, and automated enforcement. Use when secur
21. agent-prompt-evolution ★ 21
    Track and optimize agent specialization during methodology development. Use when agent specialization emerges (generic agents show >5x perfo
22. observability-instrumentation ★ 21
    Comprehensive observability methodology implementing three pillars (logs, metrics, traces) with structured logging using Go slog, Prometheus
23. technical-debt-management ★ 21
    Systematic technical debt quantification and management using SQALE methodology with value-effort prioritization, phased paydown roadmaps, a