Replace with one sentence on what this skill does, then when the agent should use it. The agent decides whether to load the skill from this line, so be specific.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Example skill
Rename the `example` directory and the `name` above to your skill's id
(lowercase letters, digits and hyphens). They must match.
Write the steps you actually follow, in the order you follow them. Good skills
usually have:
1. **When to use it** - the situation that triggers it.
2. **Inputs** - what the agent should gather first, from real sources.
3. **Steps** - concrete actions, with the checks that tell you each step worked.
4. **Output** - what the agent should hand back at the end.
Keep it short. If you cannot say where your agent would go wrong without this
skill, it probably belongs inside another skill.
The line at the top of this page pins the label git:20261028.c889a19, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
GET https://markdownregistry.com/api/v1/artifacts/art_ecosk32kvehpei44
GET https://markdownregistry.com/api/v1/resolve?ref=minimax-ai/mcode-stack/example
GET https://markdownregistry.com/api/v1/blob/3eee436e8d8a1805c130d28d9703eff9d109014a869d8e05a08797c05acb3756
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
minimax-ai/mcode-stack · stacks/jiachen/skills/lifting-loops/SKILL.md · Finds loops where the user keeps acting as a manual step for agents (retrying, judging output, approving, carrying…
minimax-ai/mcode-stack · stacks/jiachen/skills/making-content/SKILL.md · Content production in three modes: rewrite, Xiaohongshu (小红书) image post, short video. Rewrite (default): turns an…
minimax-ai/mcode-stack · stacks/ronny/skills/context-tax-audit/SKILL.md · Inventory everything an agent injects into each request besides the user's message, such as system prompt, environment…
minimax-ai/mcode-stack · stacks/ronny/skills/engineering-change-descriptions/SKILL.md · Use when writing, rewriting, or reviewing PR/CL descriptions, commit messages, or code-change summaries that explain…
minimax-ai/mcode-stack · stacks/ronny/skills/engineering-code-review/SKILL.md · Use when reviewing code, pull requests, patches, CLs, diffs, or proposed implementations for engineering quality, code…
minimax-ai/mcode-stack · stacks/ronny/skills/engineering-emergency-changes/SKILL.md · Use when a code hotfix, rollback alternative, production/security/legal fix, launch blocker, or hard external deadline…
minimax-ai/mcode-stack · stacks/ronny/skills/engineering-review-comments/SKILL.md · Use when drafting, rewriting, classifying, or improving code review comments as a reviewer. TRIGGER on rough review…
minimax-ai/mcode-stack · stacks/ronny/skills/engineering-review-feedback/SKILL.md · Use when handling code review feedback as the change author, addressing reviewer comments, drafting replies, resolving…
minimax-ai/mcode-stack · stacks/ronny/skills/engineering-small-prs/SKILL.md · Use when planning, splitting, shrinking, or sequencing large features, refactors, migrations, or pull requests into…
minimax-ai/mcode-stack · stacks/ronny/skills/handoff-doc/SKILL.md · Write a hand-off document so a fresh session or another person can continue the current task without the chat history…
minimax-ai/mcode-stack · stacks/ronny/skills/harness-experiment/SKILL.md · Run a harness change as a controlled experiment, with a small end-to-end eval, one change at a time, repeated runs, and…
minimax-ai/mcode-stack · stacks/ronny/skills/independent-review/SKILL.md · Review a code change from a clean context, the way an outside reviewer would. Use after the agent finishes an…
hashgraph-online/hol-guard · tests/fixtures/good-plugin/skills/example/SKILL.md · An example skill that does things with clear provenance, taxonomy, and metadata for trust scoring.
doodledood/manifest-dev · claude-plugins/PLUGIN_TEMPLATE/skills/example/SKILL.md · Analyzes the current project structure and tech stack. Use when asked to explore, understand, or summarize a project…
eugenelim/agent-ready-repo · packages/agentbundle/tests/build_pipeline/fixtures/packs/user-guide-diataxis/.apm/skills/example/SKILL.md · Example skill in the user-guide-diataxis pack.
eugenelim/agent-ready-repo · packages/agentbundle/tests/build_pipeline/fixtures/packs/core/.apm/skills/example/SKILL.md · Example skill in the core pack.
eugenelim/agent-ready-repo · packages/agentbundle/tests/build_pipeline/fixtures/packs/monorepo-extras/.apm/skills/example/SKILL.md · Example skill in the monorepo-extras pack.
eugenelim/agent-ready-repo · packages/agentbundle/tests/fixtures/install/catalogue/packs/alpha/.apm/skills/example/SKILL.md · Example skill in the alpha pack.
