一键导入
skill-improver
Trigger: improve skills, audit skills, refactor skills, skill quality. Audit and upgrade existing LLM-first skills.
用 Codex 或 Claude 帮你安装 复制这段 Prompt,粘贴到 Codex、Claude 或其他助手里,让它检查 Skill 页面并帮你完成安装。
菜单
Trigger: improve skills, audit skills, refactor skills, skill quality. Audit and upgrade existing LLM-first skills.
用 Codex 或 Claude 帮你安装 复制这段 Prompt,粘贴到 Codex、Claude 或其他助手里,让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
Shared SDD references for installed skills. Not invokable.
Trigger: new skills, agent instructions, documenting AI usage patterns. Create LLM-first skills with valid frontmatter.
Trigger: broad exploration, multi-file reads, tests/builds, fresh review, or multi-step debug. Orchestrate complex work via delegate_task to protect context.
Archive a completed SDD change by syncing delta specs. Trigger: orchestrator launches archive after implementation and verification.
Write SDD delta specs with requirements and scenarios. Trigger: orchestrator launches spec work for a change.
Create an SDD change proposal with intent, scope, and approach. Trigger: orchestrator launches proposal work for a change.
| name | 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 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.
docs/skill-style-guide.md as the normative style contract when it exists.references/skill-style-guide.md as the bundled local copy when docs/skill-style-guide.md is unavailable.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; do not expect generated summaries.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; 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..atl/skill-registry.md; use listed paths to select skills. If missing, scan known skill directories for */SKILL.md.gentle-ai skill-registry refresh.Return:
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.