gentle-ai-skill-improver SKILL.md skillA

gentle-ai-skill-improver from gentleman-programming/gentle-pi is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add gentleman-programming/gentle-pi/gentle-ai-skill-improver@v1.0

Pins v1.0 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
gentleman-programming/gentle-pi
Path
skills/skill-improver/SKILL.md
Versions recorded
2
Latest version
v1.0, committed Jul 8, 2026
First version recorded
Jun 17, 2026
Size
2,654 bytes
Repository stars
2,023
License
MIT

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

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

## 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/` |
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add gentleman-programming/gentle-pi/gentle-ai-skill-improver@sha256:83d41f4e3f5397e6

The line at the top of this page pins the label v1.0, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_gsckhbq6gftrzh3f.svg)](https://markdownregistry.com/a/art_gsckhbq6gftrzh3f)

4 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 2 versions of this file, between Jun 17, 2026 and Jul 8, 2026, about one every 21 days.

versioncommittedcommitsizeaudit
v1.0 latest2026-07-08 788ea60 2,654 BA view · diff
v1.02026-06-17 7741f72 2,634 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (2654 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

gentleman-programming/gentle-pi · 2,023 stars · license MIT · pushed 2026-11-08 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_gsckhbq6gftrzh3f
GET https://markdownregistry.com/api/v1/resolve?ref=gentleman-programming/gentle-pi/gentle-ai-skill-improver
GET https://markdownregistry.com/api/v1/blob/83d41f4e3f5397e6916cdc8eb3773de142e5213753480fb95f289b50dc1a391c

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

More from gentleman-programming/gentle-pi

gentle-ai-branch-pr SKILL.md skill
gentleman-programming/gentle-pi · skills/branch-pr/SKILL.md · Prepare pull requests using the target repository's contribution policy. Trigger: creating, opening, or preparing PRs…
v2.1 · audit A · 2,023 stars
gentle-ai-chained-pr SKILL.md skill
gentleman-programming/gentle-pi · skills/chained-pr/SKILL.md · Trigger: PRs over 400 lines, stacked PRs, review slices. Split oversized changes into chained PRs that protect review…
v1.0 · audit A · 2,023 stars
gentle-ai-cognitive-doc-design SKILL.md skill
gentleman-programming/gentle-pi · skills/cognitive-doc-design/SKILL.md · Design docs that reduce cognitive load. Trigger: writing guides, READMEs, RFCs, onboarding, architecture, or…
v1.0 · audit A · 2,023 stars
gentle-ai-comment-writer SKILL.md skill
gentleman-programming/gentle-pi · skills/comment-writer/SKILL.md · Write warm, direct collaboration comments. Trigger: PR feedback, issue replies, reviews, Slack messages, or GitHub…
v1.0 · audit A · 2,023 stars
gentle-design SKILL.md skill
gentleman-programming/gentle-pi · skills/design/SKILL.md · Trigger: design a screen or page, mockup, landing page, UI directions, artboards, try a different approach, design…
v1.0 · audit A · 2,023 stars
gentle-ai SKILL.md skill
gentleman-programming/gentle-pi · skills/gentle-ai/SKILL.md · Use Gentle AI harness discipline for Pi work: clarify first, track ODD work, use applicable test-first development by…
git:20261105.895f353 · audit A · 2,023 stars
gentle-ui-design SKILL.md skill
gentleman-programming/gentle-pi · skills/gentle-ui-design/SKILL.md · Trigger: product interface design, web UI, design critique, browsing experience, responsive layout. Guide usable…
v1.0 · audit A · 2,023 stars
gentle-ai-issue-creation SKILL.md skill
gentleman-programming/gentle-pi · skills/issue-creation/SKILL.md · Create and triage GitHub issues from repository evidence. Trigger: issue creation, bug reports, feature requests, or…
v1.3 · audit A · 2,023 stars
gentle-ai-judgment-day SKILL.md skill
gentleman-programming/gentle-pi · skills/judgment-day/SKILL.md · Trigger: judgment day, judgement day, dual review, adversarial review, juzgar. Run explicit blind dual review with at…
v1.7 · audit A · 2,023 stars
gentle-ai-rdd-defect-workflow SKILL.md skill
gentleman-programming/gentle-pi · skills/rdd-defect-workflow/SKILL.md · Trigger: RDD, receipt-driven development, review authority, receipt/lineage, correction/recovery, delivery gate/kill…
v1.0 · audit A · 2,023 stars
gentle-ai-skill-creator SKILL.md skill
gentleman-programming/gentle-pi · skills/skill-creator/SKILL.md · Trigger: /skill-creation, skill creation, skill creator, create skill, new skill. Create LLM-first skills with valid…
v1.0 · audit A · 2,023 stars
gentle-ai-skill-registry SKILL.md skill
gentleman-programming/gentle-pi · skills/skill-registry/SKILL.md · Trigger: update skills, skill registry, actualizar skills, after skill changes. Index available skills by trigger and…
v1.0 · audit A · 2,023 stars

Every file in gentleman-programming/gentle-pi

Other files named gentle-ai-skill-improver

gentle-ai-skill-improver SKILL.md skill
gentleman-programming/gentle-shell · skills/skill-improver/SKILL.md · Trigger: improve skills, audit skills, refactor skills, skill quality. Audit and upgrade existing LLM-first skills.
v1.0 · audit A · 2,084 stars

Browse by kind, by grade A, or by owner.