Detect drift, staleness, and hygiene gaps across mixed-language repositories.
npx skills add https://github.com/msifoss/ai-dlc --skill motherhen
Please help me install this Agent Skill. Skill: motherhen Source: https://github.com/msifoss/ai-dlc/tree/main/skills/skills/motherhen Command: npx skills add https://github.com/msifoss/ai-dlc --skill motherhen
Quick, adaptive health check that scans your project for drift, staleness, and hygiene issues. Adapts its checks to what actually exists in the repo — a markdown-only project gets different checks than a full-stack Python app.
Run a full health sweep across the repository to surface hotspots and recommended fixes.
High-intent search queries and answers about installing and using this skill.
An adaptive project health check scans your repository to detect drift, staleness, and hygiene issues across documentation, tests, and foundations. It adjusts its checks based on what actually exists in your repo and surfaces actionable remediation guidance.
Project drift occurs when documentation, tests, and foundations fall out of sync with stated goals. Adaptive health checks detect it by performing project-aware scans across your repository files to surface inconsistencies and hygiene gaps.
Yes, you can run health checks on mixed-language and multi-framework repositories. The scan adapts its checks to project type markers, meaning a markdown-only project gets different checks than a full-stack Python app.
No external execution beyond the repository's files and optional audit hooks is required. The compliance scan performs adaptive checks directly on your existing repository files to surface hygiene gaps.
After an initial health sweep surfaces hotspots, you can trigger a deeper audit via /dlc-audit. This provides expanded analysis and remediation guidance for identified drift and hygiene gaps.
bvshiAudit dependencies, security, test runners, and CI/CD configuration for AI-assisted development readiness.
troykellyAudit documentation drift across Swagger/OpenAPI, features docs, and codebase.
SkillPanelManage project documentation and standards in the .maister/docs/ repository.
Chang-Shih-YungAggregate type checker, linter, and test results into a 0-10 composite score.
