关于
The `evolve-skill` skill updates an existing skill by either refining its content in-place or creating an advanced variant. It handles assessment, requirement gathering, change application, and synchronization of version metadata and cross-references. Use it when a skill's steps are outdated, feedback reveals gaps, or a complexity upgrade is needed.
快速安装
Claude Code
推荐npx skills add pjt222/agent-almanac -a claude-code/plugin add https://github.com/pjt222/agent-almanacgit clone https://github.com/pjt222/agent-almanac.git ~/.claude/skills/evolve-skill在 Claude Code 中复制并粘贴此命令以安装该技能
技能文档
Evolve an Existing Skill
Improve, extend, or create advanced variant of skill originally made w/ create-skill. Covers maintenance: assess gaps, apply improvements, bump versions, sync registry + cross-refs.
Use When
- Procedure outdated after tooling change
- Feedback → missing pitfalls, unclear steps, weak validation
- Needs grow basic → intermediate (intermediate → advanced)
- Advanced variant needed alongside original (e.g.,
create-r-package+create-r-package-advanced) - Related skills added/removed → cross-refs stale
In
- Required: Path to existing SKILL.md
- Required: Evolution trigger (feedback, tooling, complexity, new related, discovered pitfalls)
- Optional: Target complexity if change (basic, intermediate, advanced)
- Optional: Create variant instead refine (default: refine in-place)
Do
Step 1: Assess Current
Read SKILL.md + eval each section vs checklist:
| Section | Check | Common Issues |
|---|---|---|
| Frontmatter | Required fields, description <1024 | Missing tags, stale version |
| When to Use | 3-5 concrete triggers | Vague/overlapping |
| Inputs | Required vs optional separated | Missing defaults |
| Procedure | Each step code + Expected + On failure | Missing On failure, pseudocode not real |
| Validation | Binary pass/fail | Subjective ("clean") |
| Common Pitfalls | 3-6 w/ cause + avoidance | Too generic ("be careful") |
| Related Skills | 2-5 valid refs | Stale to renamed/removed |
# Read the skill
cat skills/<skill-name>/SKILL.md
# Check frontmatter parses
head -20 skills/<skill-name>/SKILL.md
# Verify related skills still exist
grep -oP '`[\w-]+`' skills/<skill-name>/SKILL.md | sort -u
→ List specific gaps.
If err: no SKILL.md or no frontmatter → skill N/A, use create-skill from scratch.
Step 2: Gather Reqs
Identify + categorize trigger:
| Trigger | Example | Scope |
|---|---|---|
| User feedback | "Step 3 unclear" | Refinement |
| Tooling change | New API, deprecated cmd | Refinement |
| Discovered pitfall | Common failure undocumented | Refinement |
| Complexity upgrade | Too shallow for real use | Refinement or variant |
| New related | Adjacent skill added | Refinement (cross-refs) |
| Advanced use case | Power users deeper | Variant |
Document changes + target sections before edit.
→ Concrete list (e.g., "Add On failure Step 4", "Add Step 6 edge case X", "Update Related → new-skill").
If err: unclear → consult user. Vague goals → vague improvements.
Step 3: Choose Scope
Decision matrix:
| Criteria | Refinement (in-place) | Variant (new skill) |
|---|---|---|
| Skill ID | Unchanged | <skill>-advanced |
| File path | Same SKILL.md | New dir |
| Version bump | Patch/minor | Starts 1.0 |
| Complexity | May increase | Higher than original |
| Registry | No new entry | New entry |
| Symlinks | No change | New symlinks |
| Original | Modified directly | Left intact, gains cross-ref |
Refinement: Improve quality, fix gaps, modest new. Keeps identity.
Variant: Doubles length, diff audience, diff inputs. Original stays for simpler uses.
→ Clear decision + rationale.
If err: unsure → default refinement. Extract variant later easier than merge back.
Step 4: Apply Changes
Refinements
Edit existing SKILL.md directly:
# Open for editing
# Add/revise procedure steps
# Strengthen Expected/On failure pairs
# Add tables or examples
# Update When to Use triggers
# Revise Inputs if scope changed
Editing rules:
- Preserve all sections — add not remove
- Step numbering sequential after insertions
- Every new/modified step → Expected + On failure
- New pitfalls at end of Common Pitfalls
- New related at end of Related Skills
Variants
# Create the variant directory
mkdir -p skills/<skill-name>-advanced/
# Copy the original as a starting point
cp skills/<skill-name>/SKILL.md skills/<skill-name>-advanced/SKILL.md
# Edit the variant:
# - Change `name` to `<skill-name>-advanced`
# - Update `description` to reflect the advanced scope
# - Raise `complexity` (e.g., intermediate → advanced)
# - Reset `version` to "1.0"
# - Add/expand procedure steps for the advanced use case
# - Reference the original in Related Skills as a prerequisite
→ SKILL.md (refined/variant) passes Step 1 checklist.
If err: edit breaks structure → git diff review, revert git checkout -- <file>.
Step 4.5: Sync Translated Variants
Required when translations exist. Applies human authors + AI agents. No skip — stale
source_commit→npm run validate:translationsfalse staleness across locales.
Check + update translations:
# Check for existing translations
ls i18n/*/skills/<skill-name>/SKILL.md 2>/dev/null
If translations exist
- Current source commit:
SOURCE_COMMIT=$(git rev-parse HEAD)
- Update
source_commiteach translated:
for locale_file in i18n/*/skills/<skill-name>/SKILL.md; do
sed -i "s/^source_commit: .*/source_commit: $SOURCE_COMMIT/" "$locale_file"
done
- Flag → re-translation in commit msg:
evolve(<skill-name>): <description of changes>
Translations flagged for re-sync: de, zh-CN, ja, es
Changed sections: <list sections that changed>
- Regenerate status:
npm run translation:status
If no translations exist
No action. Proceed Step 5.
Variants
Defer translation new variants until stabilize (1-2 versions). Translating v1.0 variant that may change by v1.2 wastes effort. Add after refinement.
→ All translated source_commit updated. Commit msg notes locales + sections. npm run translation:status exits 0.
If err: sed fails match field → translated file non-standard. Open manually, verify source_commit in YAML. Missing → re-scaffold npm run translate:scaffold.
Step 5: Version + Metadata
Bump version semver:
| Change | Bump | Example |
|---|---|---|
| Typo/wording | Patch: 1.0 → 1.1 | Fixed unclear sentence |
| New step/pitfall/table | Minor: 1.0 → 2.0 | Added Step 7 edge case |
| Restructured, inputs changed | Major: 1.0 → 2.0 | Reorganized 5 → 8 steps |
Also update:
complexityif scope expanded (basic → intermediate)tagsif coverage changeddescriptionif scope materially diff
→ version reflects magnitude. New variants start "1.0".
If err: forget bump → no track. Always bump before commit.
Step 6: Registry + Cross-Refs
Refinements
No registry changes (path unchanged). Update cross-refs only if Related Skills changed in other skills:
# Check if any skill references the evolved skill
grep -r "<skill-name>" skills/*/SKILL.md
Variants
Add new skill to skills/_registry.yml:
- id: <skill-name>-advanced
path: <skill-name>-advanced/SKILL.md
complexity: advanced
language: multi
description: One-line description of the advanced variant
Then:
- Increment
total_skillstop of registry - Add Related Skills in original → variant
- Add Related Skills in variant → original
- Symlinks for slash command discovery:
# Project-level
ln -s ../../skills/<skill-name>-advanced .claude/skills/<skill-name>-advanced
# Global
ln -s /mnt/d/dev/p/agent-almanac/skills/<skill-name>-advanced ~/.claude/skills/<skill-name>-advanced
→ Registry total_skills = find skills -name SKILL.md | wc -l. Cross-refs bidirectional.
If err: count wrong → find skills -name SKILL.md | wc -l get truth + correct. Broken symlinks → readlink -f debug.
Step 7: Validate
Full checklist:
- SKILL.md exists expected path
- YAML frontmatter parses
-
versionbumped (refinement) or "1.0" (variant) - All sections: When to Use, Inputs, Procedure, Validation, Common Pitfalls, Related Skills
- Every step has Expected + On failure
- Related Skills ref valid existing
- Registry entry (variants) correct path
-
total_skillsmatches actual disk - Symlinks resolve (variants)
-
git diffno accidental deletions - Refinements w/ translations:
source_commitupdated or flagged re-sync
# Verify frontmatter
head -20 skills/<skill-name>/SKILL.md
# Count skills on disk vs registry
find skills -name SKILL.md | wc -l
grep total_skills skills/_registry.yml
# Check symlinks (for variants)
ls -la .claude/skills/<skill-name>-advanced
readlink -f .claude/skills/<skill-name>-advanced/SKILL.md
# Review all changes
git diff
→ All pass. Ready to commit.
If err: address each. Most common: stale total_skills — always verify last.
Check
- SKILL.md exists + valid YAML
-
versionreflects changes - Every step has Expected + On failure
- Related Skills valid (no broken)
- Registry
total_skillsmatches disk - Variants: new entry in
_registry.ymlcorrect path - Variants: symlinks at
.claude/skills/+~/.claude/skills/ -
git diffno accidental removal - Refinements w/ translations:
source_commitupdated or flagged
Traps
- Forget version bump: No track. Always
versionbefore commit. - Accidental deletion: Restructure → drop On failure or table row. Review
git diffbefore commit. - Stale cross-refs: Variant → both original + variant reference each other. One-directional → incomplete graph.
- Registry count drift: Variant → increment
total_skills. Forget → validation failures elsewhere. - Stale translations post-evolution: 1,288 translations → every skill evolution → up to 4 locale files stale. Check
ls i18n/*/skills/<skill-name>/SKILL.md+ updatesource_commitor flag re-translation. Skip →npm run validate:translationsstale warnings. - Scope creep in refinement: Refinement doubling length → probably variant. >3 new steps → reconsider Step 3 decision.
git mvon NTFS (WSL):/mnt/paths,git mvfor dirs → broken permissions (d?????????). Usemkdir -p+ copy +git rmold. See env guide troubleshooting.
→
create-skill— foundation new skills; evolve-skill assumes this followedcommit-changes— commit evolved skill w/ descriptive msgconfigure-git-repository— version-controlled changessecurity-audit-codebase— review for accidentally included secrets
GitHub 仓库
Frequently asked questions
What is the evolve-skill skill?
evolve-skill is a Claude Skill by pjt222. Skills package instructions and resources that Claude loads on demand, so Claude can perform evolve-skill-related tasks without extra prompting.
How do I install evolve-skill?
Use the install commands on this page: add evolve-skill to Claude Code as a plugin, or clone its repository into your skills directory, then restart Claude so it picks up the skill.
What category does evolve-skill belong to?
evolve-skill is in the Meta category, tagged design and data.
Is evolve-skill free to use?
Yes. evolve-skill is listed on AIMCP and free to install. It runs inside Claude, so no separate service account is required to use the skill itself.
相关推荐技能
Content Collections 是一个 TypeScript 优先的构建工具,可将本地 Markdown/MDX 文件转换为类型安全的数据集合。它专为构建博客、文档站和内容密集型 Vite+React 应用而设计,提供基于 Zod 的自动模式验证。该工具涵盖从 Vite 插件配置、MDX 编译到生产环境部署的完整工作流。
这个Claude Skill为开发者提供完整的Polymarket预测市场开发支持,涵盖API调用、交易执行和市场数据分析。关键特性包括实时WebSocket数据流,可监控实时交易、订单和市场动态。开发者可用它构建预测市场应用、实施交易策略并集成实时市场预测功能。
该Skill帮助开发者创建OpenCode插件,用于接入命令、文件、LSP等25+种事件。它提供了插件结构、事件API规范和JavaScript/TypeScript实现模式,适合需要拦截操作、扩展功能或自定义事件处理的场景。开发者可通过它快速构建响应式模块来增强OpenCode AI助手的能力。
SGLang是一个专为LLM设计的高性能推理框架,特别适用于需要结构化输出的场景。它通过RadixAttention前缀缓存技术,在处理JSON、正则表达式、工具调用等具有重复前缀的复杂工作流时,能实现极速生成。如果你正在构建智能体或多轮对话系统,并追求远超vLLM的推理性能,SGLang是理想选择。
