gentle-ai-skill-improver
SkillAI & modelsTrigger: 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.
No other account needed.
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.mdfirst and treat it as the normative style contract. - Treat
SKILL.mdas the source of truth; preserve author intent, critical rules, activation semantics, and output requirements. - Use
.atl/skill-registry.mdas 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/orassets/. - 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. - 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 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