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M2Lab.io Agent Skills

🌐 Live site: https://m2laborg.github.io/agent-skills/

A curated collection of reusable Cascade (Windsurf), Claude Code, Cursor, and VS Code agent skills by M2Lab.io — eval-driven development, debugging discipline, PR hygiene, spec-before-code, and more.

Skills are loaded by AI coding assistants via each workspace's .claude/skills/ directory. See the Anthropic skills docs.

⚠️ This repo is auto-generated. Skills here are sanitized mirrors of a private source repo. Please open issues / PRs for ideas, but content edits will be overwritten on the next sync. To propose changes to a methodology, open an issue describing the change.

Skills

Skill Description
debugging-discipline/ Bug-fixing methodology — root cause first, minimal upstream fix, regression tests.
pr-and-branch-hygiene/ Branch naming, atomic commits, PR template, draft-first workflow.
research-and-report/ Investigation / benchmark / comparison deliverable format.
spec-before-code/ Lightweight design-doc workflow with mandatory threat model (STRIDE).
mermaid-diagrams/ Always use Mermaid (not ASCII art) for diagrams in markdown.
github-pages-generation/ Spin up a polished GitHub Pages site for a repo.
docs-sync-on-change/ Update docs in the same PR as the code that changes their meaning.
eval-development/ Eval-driven development methodology for AI service quality fixes.
local-git-excludes/ When to use .git/info/exclude vs team .gitignore.

Loading skills into a project

# Symlink (single dev machine, recommended)
git clone git@github.com:M2LabOrg/agent-skills.git ~/dev/M2LabOrg-agent-skills
mkdir -p <project>/.claude/skills
ln -s ~/dev/M2LabOrg-agent-skills/debugging-discipline \
      <project>/.claude/skills/debugging-discipline
echo ".claude/skills/" >> <project>/.gitignore

# Or as a git submodule (pinned per project)
git submodule add git@github.com:M2LabOrg/agent-skills.git .claude/skills

# Or shallow clone (CI / RunPod / ephemeral envs)
git clone --depth 1 https://github.com/M2LabOrg/agent-skills.git .claude/skills

Cascade (Windsurf), Claude Code, Cursor, and any IDE supporting the .claude/skills/ convention will pick these up automatically.

License

MIT — use, fork, remix freely.

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Reusable Cascade / Claude / Cursor / VS Code agent skills by M2Lab.io — eval-driven dev, debugging discipline, PR hygiene, spec-before-code, and more.

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