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Agent Orchestration
Skill

/skill-improver

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

BOOST
From plugin
gentle-shell
1.2k12 skills10 agents
Install
$ npx -y skills add gentleman-programming/gentle-shell --skill skill-improver --agent claude-code

How it fires

How this skill gets triggered: by you, by Claude, or both.

  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
  • You can call itInvoke it directly when you want it.
  • Slash command/skill-improver

Context preview

The summary Claude sees to decide when to auto-load this skill.

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

SKILL.md

skill-improver.SKILL.md
name: gentle-ai-skill-improver
description: "Trigger: improve skills, audit skills, refactor skills, skill quality. Audit and upgrade existing LLM-first skills."
license: Apache-2.0
metadata:
  author: gentleman-programming
  version: "1.0"

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

| 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

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.
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Ships withgentle-shell

Gentle Shell is a Pi-native coding-agent harness for controlled development with Organic Driven Development, optional SDD/OpenSpec, subagents, TDD evidence, review guardrails, skills, and memory integrations.

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