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gentle-ai-skill-improver
Trigger: improve skills, audit skills, refactor skills, skill quality. Audit and upgrade existing LLM-first skills.
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
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Trigger: improve skills, audit skills, refactor skills, skill quality. Audit and upgrade existing LLM-first skills.
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
SOC 직업 분류 기준
Use Gentle AI harness discipline for Pi work: clarify first, preserve OpenSpec artifacts, use strict TDD where available, delegate through subagents when useful, and protect review workload.
Trigger: judgment day, judgement day, dual review, adversarial review, juzgar. Run explicit blind dual review with at most two scoped fix/re-judgment rounds.
Release gentle-pi through GitHub and npm. Trigger: release, publish, npm publish, GitHub release, version bump.
Create Gentle AI pull requests with issue-first checks. Trigger: creating, opening, or preparing PRs for review.
Create Gentle AI issues with issue-first checks. Trigger: creating GitHub issues, bug reports, or feature requests.
Trigger: /skill-creation, skill creation, skill creator, create skill, new skill. Create LLM-first skills with valid frontmatter.
| 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"} |
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.
docs/skill-style-guide.md first and treat it as the normative style contract.SKILL.md as the source of truth; preserve author intent, critical rules, activation semantics, and output requirements..atl/skill-registry.md as an index of skill names, triggers, scopes, and exact paths when available.references/ or assets/.| 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 |
docs/skill-style-guide.md..atl/skill-registry.md; use listed paths to select skills. If missing, scan known skill directories for */SKILL.md./skill-registry:refresh.Return:
docs/skill-style-guide.md — normative LLM-first skill style guide.skills/skill-registry/SKILL.md — registry refresh and indexing contract.