skill-improver

SkillAI & models

Lets your agent automatically improve and refine another skill through repeated review-and-fix cycles.

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 skill-improver skill

About this capability

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

What this skill tells your AI

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

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

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; 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.
  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 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.

Signals

GitHub stars
7k
Forks
739
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
skill-improver
Source
github.com/gentleman-programming/gentle-ai