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Skill Improver Agent Skill

Trigger: improve skills, audit skills, refactor skills, skill quality. Audit and upgrade existing LLM-first skills.

2k tokens
context cost
the whole folder, loaded on every use
2
files
instructions only
0
copies elsewhere
how many repositories repackaged it
6287
stars on the repo
on the repository, not the skill itself

Install

one command, takes just this skill from the repository
npx skills add https://github.com/Gentleman-Programming/gentle-ai --skill skill-improver

What comes with it

3 372 bytes besides the instruction
references/skill-style-guide.md

The instruction itself

6 sections, as written by the author

Activation Contract

Use this skill when asked to audit, refactor, normalize, or improve existing SKILL.md files. Use skill-creator instead when creating a brand-new skill from a reusable pattern.

Hard Rules

  • Treat docs/skill-style-guide.md as the normative style contract when it exists.
  • For installed global skills, use references/skill-style-guide.md as the bundled local copy when docs/skill-style-guide.md is unavailable.
  • Treat SKILL.md as the source of truth; preserve author intent, critical rules, activation semantics, and output requirements.
  • Use .atl/skill-registry.md as an index of skill names, triggers, scopes, and exact paths; do not expect generated summaries.
  • Default to audit-only. Modify files only when the user explicitly asks to apply improvements.
  • Never delete meaningful content silently; move long explanation, examples, templates, or schemas into local references/ or assets/.
  • Do not invent triggers, policies, or domain rules. Mark ambiguous cases for human review.

Decision Gates

| Situation | Action |

| --- | --- |

| Missing or invalid frontmatter | Fix name, quoted one-line description, license, and metadata |

| Skill reads like tutorial docs | Convert to runtime instructions and move background to references/ |

| Body exceeds budget | Preserve rules, move examples/background to supporting files |

| Branching logic hidden in prose | Convert to a compact decision table |

| Rules conflict or intent is unclear | Report the issue; do not rewrite that rule automatically |

Execution Steps

  • Read docs/skill-style-guide.md; if unavailable, read references/skill-style-guide.md; if neither exists, enforce the core LLM-first structure: frontmatter, Activation Contract, Hard Rules, Decision Gates, Execution Steps, Output Contract, References.
  • Read .atl/skill-registry.md; use listed paths to select skills. If missing, scan known skill directories for */SKILL.md.
  • For each selected skill, audit metadata, trigger clarity, section order, body budget, actionability, decision gates, output contract, and local references.
  • Return an audit report grouped by skill with severity and exact proposed changes.
  • In apply mode, edit only safe issues, preserve content, create supporting files when needed, then rerun or request gentle-ai skill-registry refresh.

Output Contract

Return:

  • Skills audited and paths used.
  • Issues found, grouped by severity.
  • Files changed, if apply mode was requested.
  • Registry refresh recommendation when skill metadata or paths changed.
  • Ambiguities that need human review.

References

  • docs/skill-style-guide.md — normative LLM-first skill style guide for this repo.
  • references/skill-style-guide.md — bundled local copy for installed global skills when the repo doc is unavailable.

How to use it

Copy the folder

Take gentleman-programming/skill-improver from the repository into ~/.claude/skills for personal use, or into .claude/skills inside a project.

Check the name does not clash

The agent identifies a skill by the name field in its header. Two skills with the same name cannot sit side by side — one of them will be ignored.