Refines and scores skill metadata files using the Ralph loop pattern to ensure they meet repository compliance standards.
Install
mkdir -p .claude/skills/sensei && curl -L -o skill.zip "https://agentskills.codes/api/skills/download/10440" && unzip -o skill.zip -d .claude/skills/sensei && rm skill.zipInstalls to .claude/skills/sensei
Activation
This is the description your AI agent reads to decide when to run this skill — the better it matches your request, the more reliably it fires.
**WORKFLOW SKILL** — Iteratively improve skill frontmatter compliance using the Ralph loop pattern. WHEN: "run sensei", "sensei help", "improve skill", "fix frontmatter", "skill compliance", "frontmatter audit", "score skill", "check skill tokens". INVOKES: token counting tools, test runners, git commands. FOR SINGLE OPERATIONS: use token CLI directly for counts/checks.Key capabilities
- →Audit skill frontmatter compliance
- →Fix malformed frontmatter
- →Improve skill documentation
- →Run compliance tests
- →Optimize token usage
How it works
It iteratively improves skill frontmatter using a Ralph loop pattern until compliance scores and tests pass.
Inputs & outputs
When to use sensei
- →Auditing repository skill compliance
- →Fixing malformed skill frontmatter
- →Improving skill documentation scores
About sensei
Sensei iteratively improves skill frontmatter until it passes compliance tests. It checks for correct metadata, token usage, and adherence to documentation standards.
**WORKFLOW SKILL** — Iteratively improve skill frontmatter compliance using the Ralph loop pattern. WHEN: "run sensei", "sensei help", "improve skill", "fix frontmatter", "skill compliance", "frontmatter audit", "score skill", "check skill tokens". INVOKES: token counting tools, test runners, git co
When not to use it
- →Single operations (use token CLI)
Limitations
- →Max 5 iterations per skill
- →Requires manual final commit
How it compares
This automates the compliance and quality improvement process compared to manual auditing.
Compared to similar skills
sensei side by side with the closest alternatives in the catalog.
| Skill | Installs | Updated | Safety | Difficulty |
|---|---|---|---|---|
| sensei (this skill) | 0 | 1mo | Review | Advanced |
| cursor-local-dev-loop | 3 | 25d | Review | Beginner |
| codex-worker | 1 | 6mo | Review | Advanced |
| agent-challenges | 1 | 6mo | No flags | Intermediate |
Try saying
Example prompts that trigger this skill in your AI assistant.
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