gentle-ai-skill-improver

SkillAI & models

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

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the gentle-ai-skill-improver skill

What this skill tells your AI

The instructions your AI receives, as published by gentleman-programming/gentle-pi in skills/skill-improver/SKILL.md and read by ahel’s review.

Activation Contract

Use this skill when auditing, refactoring, normalizing, or improving existing SKILL.md files. Use gentle-ai-skill-creator when creating a brand-new skill from a reusable pattern.

Hard Rules

  • Read docs/skill-style-guide.md first and treat it as the normative style contract.
  • 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 when available.
  • 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

SituationAction
Missing or invalid frontmatterFix name, quoted one-line description, license, and metadata
Skill reads like tutorial docsConvert to runtime instructions and move background to references/
Body exceeds budgetPreserve rules, move examples/background to supporting files
Branching logic hidden in proseConvert to a compact decision table
Rules conflict or intent is unclearReport the issue; do not rewrite that rule automatically

Execution Steps

  1. Read docs/skill-style-guide.md.
  2. Read .atl/skill-registry.md; use listed paths to select skills. If missing, scan known skill directories for */SKILL.md.
  3. For each selected skill, audit metadata, trigger clarity, section order, body budget, actionability, decision gates, output contract, and local references.
  4. Return an audit report grouped by skill with severity and exact proposed changes.
  5. In apply mode, edit only safe issues, preserve content, create supporting files when needed, then refresh or request /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.
  • skills/skill-registry/SKILL.md — registry refresh and indexing contract.

Signals

GitHub stars
749
Forks
105
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
gentle-ai-skill-improver
Source
github.com/gentleman-programming/gentle-pi