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SKILL verified MIT Self-run

Skill Improver

skill-gentleman-programming-gentle-ai-skill-improver · by Gentleman-Programming

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

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Install

$ agentstack add skill-gentleman-programming-gentle-ai-skill-improver

✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.

Security review

✓ Passed

No issues found. Passed automated security review. · v0.1.0 How review works →

  • Prompt-injection patterns
  • Secret / credential exfiltration
  • Dangerous shell & filesystem operations
  • Untrusted network calls
  • Known-malicious package signatures

What it can access

  • Network access No
  • Filesystem access No
  • Shell / process execution No
  • Environment & secrets No
  • Dynamic code execution No

From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.

View the full security report →

Verified badge

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Reliability & compatibility

Security review passed
0 installs to date
no reviews yet
18d ago

Declared compatibility

Claude CodeClaude Desktop

Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.

Preview Execution monitoring

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How agent discovery & health will work →
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About

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

  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.

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

Install and usage instructions live in the source repository linked above.

Reviews

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Versions

  • v0.1.0 Imported from the upstream source.