Zurück zu Fähigkeiten

evolve-skill

pjt222
Aktualisiert 2 days ago
7 Ansichten
17
2
17
Auf GitHub ansehen
Metadesigndata

Über

Die `evolve-skill`-Fähigkeit aktualisiert eine bestehende Fähigkeit, indem sie entweder deren aktuellen Inhalt verfeinert oder eine neue, fortgeschrittene Variante erstellt. Sie steuert den gesamten Prozess – von der Bewertung und Anforderungserhebung über die Anwendung von Änderungen bis hin zur Aktualisierung von Versionsmetadaten und Querverweisen. Nutzen Sie sie, wenn die Schritte einer Fähigkeit veraltet sind, Feedback Lücken aufzeigt oder eine Komplexitätserhöhung erforderlich ist.

Schnellinstallation

Claude Code

Empfohlen
Primär
npx skills add pjt222/agent-almanac -a claude-code
Plugin-BefehlAlternativ
/plugin add https://github.com/pjt222/agent-almanac
Git CloneAlternativ
git clone https://github.com/pjt222/agent-almanac.git ~/.claude/skills/evolve-skill

Kopieren Sie diesen Befehl und fügen Sie ihn in Claude Code ein, um diese Fähigkeit zu installieren

Dokumentation

Evolve an Existing Skill

Fix, grow, or make advanced variant of skill first made with create-skill. This proc covers upkeep side of skill life: check gaps, apply tight fixes, bump versions, keep registry and cross-refs in sync.

When Use

  • Skill proc steps stale or thin after tool shifts
  • User feedback shows missing pitfalls, unclear steps, or weak check
  • Skill need grow from basic to intermediate (or intermediate to advanced)
  • Advanced variant needed next to original (e.g., create-r-package and create-r-package-advanced)
  • Related skills added or removed and cross-refs are stale

Inputs

  • Required: Path to existing SKILL.md to evolve
  • Required: Evolve trigger (feedback, tool change, complexity bump, new related skills, spotted pitfalls)
  • Optional: Target complexity if changing (basic, intermediate, advanced)
  • Optional: Make advanced variant vs refine in-place (default: refine in-place)

Steps

Step 1: Assess the Current Skill

Read existing SKILL.md and check each section vs quality list:

SectionWhat to CheckCommon Issues
FrontmatterAll required fields present, description < 1024 charsMissing tags, stale version
When to Use3-5 concrete trigger conditionsVague or overlapping triggers
InputsRequired vs optional clearly separatedMissing defaults for optional inputs
ProcedureEach step has code + Expected + On failureMissing On failure blocks, pseudocode instead of real commands
ValidationEach item is binary pass/failSubjective criteria ("code is clean")
Common Pitfalls3-6 with cause and avoidanceToo generic ("be careful")
Related Skills2-5 valid skill referencesStale references to renamed/removed skills
# 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

Got: List of specific gaps, weak spots, or fix chances.

If fail: SKILL.md not exist or no frontmatter? This skill not apply — use create-skill instead to make from scratch.

Step 2: Gather Evolution Requirements

Spot and sort what fired evolve:

TriggerExampleTypical Scope
User feedback"Step 3 is unclear"Refinement
Tooling changeNew API version, deprecated commandRefinement
Discovered pitfallCommon failure not documentedRefinement
Complexity upgradeSkill is too shallow for real useRefinement or variant
New related skillsAdjacent skill was addedRefinement (cross-refs)
Advanced use casePower users need deeper coverageVariant

Log specific changes needed before edit. List each change with target section.

Got: Concrete list of changes (e.g., "Add On failure to Step 4", "Add new Step 6 for edge case X", "Update Related Skills to include new-skill").

If fail: Changes unclear? Ask user for clarity before go on. Vague evolve goals give vague fixes.

Step 3: Choose Evolution Scope

Use this pick matrix to decide refine in-place or make variant:

CriteriaRefinement (in-place)Advanced Variant (new skill)
Skill IDUnchangedNew ID: <skill>-advanced
File pathSame SKILL.mdNew directory
Version bumpPatch or minorStarts at 1.0
ComplexityMay increaseHigher than original
RegistryNo new entryNew entry added
SymlinksNo changeNew symlinks needed
Original skillModified directlyLeft intact, gains cross-reference

Refinement: Pick when fixing quality, patching gaps, or adding modest new content. Skill keeps its identity.

Variant: Pick when evolved version would double length, change target audience, or need different inputs. Original stays as-is for simpler use cases.

Got: Clear pick — refine or variant — with reason.

If fail: Unsure? Default to refine. Can always pull variant later; harder to merge one back.

Step 4: Apply Content Changes

For Refinements

Edit existing SKILL.md direct:

# 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

Follow these edit rules:

  • Keep all existing sections — add content, do not remove sections
  • Keep step numbering sequential after inserts
  • Every new or modified step must have both Expected and On failure
  • New pitfalls go at end of Common Pitfalls section
  • New related skills go at end of Related Skills section

For 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

Got: SKILL.md (refined or new variant) passes check list from Step 1.

If fail: Step edit breaks doc shape? Use git diff to review changes and revert partial edits with git checkout -- <file>.

Step 4.5: Sync Translated Variants

Required when translations exist. This step applies to both human authors and AI agents following this procedure. Do not skip — stale source_commit values cause npm run validate:translations to report false staleness warnings across all locales.

Check whether translations exist for evolved skill and update to match new source state:

# Check for existing translations
ls i18n/*/skills/<skill-name>/SKILL.md 2>/dev/null

If translations exist

  1. Get current source commit hash:
SOURCE_COMMIT=$(git rev-parse HEAD)
  1. Update source_commit in each translated file frontmatter:
for locale_file in i18n/*/skills/<skill-name>/SKILL.md; do
  sed -i "s/^source_commit: .*/source_commit: $SOURCE_COMMIT/" "$locale_file"
done
  1. Flag files for re-translation by adding affected locales 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>
  1. Regen translation status files:
npm run translation:status

If no translations exist

No action needed. Go to Step 5.

For variants

Wait translation of new variants until variant stabilizes (1-2 versions). Translating v1.0 variant that may change much by v1.2 wastes effort. Add translations after variant refined at least once.

Got: All translated files have source_commit updated to current commit. Commit msg notes which locales need re-translation and which sections changed. npm run translation:status exits 0.

If fail: sed fails to match frontmatter field? Translated file may have odd format. Open by hand and check it has source_commit in its YAML frontmatter. Field missing? File not scaffolded right — re-scaffold with npm run translate:scaffold.

Step 5: Update Version and Metadata

Bump version field in frontmatter by semver:

Change TypeVersion BumpExample
Typo fix, wording clarificationPatch: 1.0 → 1.1Fixed unclear sentence in Step 3
New step, new pitfall, new tableMinor: 1.0 → 2.0Added Step 7 for edge case handling
Restructured procedure, changed inputsMajor: 1.0 → 2.0Reorganized from 5 to 8 steps

Also update:

  • complexity if scope grew (e.g., basic → intermediate)
  • tags if coverage area shifted
  • description if skill scope materially different

Got: Frontmatter version shows size of changes. New variants start at "1.0".

If fail: Forget to bump version? Next evolve will have no way to tell current state from old. Always bump before commit.

Step 6: Update Registry and Cross-References

For Refinements

No registry changes needed (path unchanged). Update cross-refs only if Related Skills shifted in other skills:

# Check if any skill references the evolved skill
grep -r "<skill-name>" skills/*/SKILL.md

For 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:

  1. Bump total_skills at top of registry
  2. Add Related Skills cross-ref in original skill pointing to variant
  3. Add Related Skills cross-ref in variant pointing to original
  4. Make 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

Got: Registry total_skills matches find skills -name SKILL.md | wc -l. Cross-refs two-way.

If fail: Registry count wrong? Run find skills -name SKILL.md | wc -l to get true count and fix registry. Broken symlinks? Use readlink -f to debug.

Step 7: Validate the Evolved Skill

Run full check list:

  • SKILL.md exists at expected path
  • YAML frontmatter parses with no errors
  • version was bumped (refinement) or set to "1.0" (variant)
  • All sections present: When to Use, Inputs, Procedure, Validation, Common Pitfalls, Related Skills
  • Every procedure step has Expected and On failure blocks
  • Related Skills ref valid, existing skill names
  • Registry entry exists with right path (variants only)
  • total_skills count matches real skill count on disk
  • Symlinks resolve right (variants only)
  • git diff shows no slip deletes from original content
  • For refinements with translations: source_commit updated or translations flagged for 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

Got: All check items pass. Evolved skill ready to commit.

If fail: Fix each failing item one by one. Most common post-evolve issue is stale total_skills count — always check it last.

Validation

  • SKILL.md exists and has valid YAML frontmatter
  • version field shows changes made
  • All procedure steps have Expected and On failure blocks
  • Related Skills refs valid (no broken cross-refs)
  • Registry total_skills matches real count on disk
  • For variants: new entry in _registry.yml with right path
  • For variants: symlinks made at .claude/skills/ and ~/.claude/skills/
  • git diff confirms no slip content removal
  • For refinements with translations: source_commit updated or translations flagged for re-sync

Pitfalls

  • Forget to bump version: No version bump, no way to track what changed or when. Always update version in frontmatter before commit.
  • Slip content delete: Restructure steps, easy to drop On failure block or table row. Always review git diff before commit.
  • Stale cross-refs: Make variant, both original and variant need ref each other. One-way refs leave graph broken.
  • Registry count drift: After make variant, total_skills count must bump. Forget this cause check fails in other skills that test registry.
  • Stale translations after evolve: With 1,288 translation files in repo, every skill evolve fires staleness in up to 4 locale files. Always check for existing translations with ls i18n/*/skills/<skill-name>/SKILL.md and update source_commit in each translated file frontmatter, or flag them for re-translation in commit msg. Skip this cause npm run validate:translations to report stale warnings.
  • Scope creep during refine: Refine that doubles skill length should probably be variant instead. Adding more than 3 new procedure steps? Rethink scope pick from Step 3.
  • Avoid git mv on NTFS-mounted paths (WSL): On /mnt/ paths, git mv for directories can make broken perms (d?????????). Use mkdir -p + copy files + git rm old path instead. See environment guide troubleshoot section.

See Also

  • create-skill — base for making new skills; evolve-skill assumes this was followed first
  • commit-changes — commit evolved skill with clear msg
  • configure-git-repository — version-tracked skill changes
  • security-audit-codebase — review evolved skills for slip-added secrets

GitHub Repository

pjt222/agent-almanac
Pfad: i18n/caveman/skills/evolve-skill
0
agentsagentskillsai-assisted-developmentclaude-codeskillsteams

Verwandte Skills

content-collections

Meta

Diese Skill bietet eine produktionsgetestete Einrichtung für Content Collections – ein TypeScript-first-Tool, das Markdown/MDX-Dateien in typsichere Datensammlungen mit Zod-Validierung umwandelt. Verwenden Sie ihn beim Erstellen von Blogs, Dokumentationsseiten oder inhaltsstarken Vite + React-Anwendungen, um Typsicherheit und automatische Inhaltsvalidierung zu gewährleisten. Er behandelt alles von der Vite-Plugin-Konfiguration und MDX-Kompilierung bis hin zur Deployment-Optimierung und Schema-Validierung.

Skill ansehen

polymarket

Meta

Diese Fähigkeit ermöglicht es Entwicklern, Anwendungen mit der Polymarket-Prognosemärkte-Plattform zu erstellen, einschließlich API-Integration für Handel und Marktdaten. Sie bietet außerdem Echtzeit-Datenstreaming über WebSocket, um Live-Trades und Marktaktivitäten zu überwachen. Nutzen Sie sie zur Implementierung von Handelsstrategien oder zur Erstellung von Tools, die Live-Marktaktualisierungen verarbeiten.

Skill ansehen

creating-opencode-plugins

Meta

Diese Fähigkeit unterstützt Entwickler dabei, OpenCode-Plugins zu erstellen, die in über 25 Ereignistypen wie Befehle, Dateien und LSP-Operationen eingreifen. Sie bietet die Plugin-Struktur, Event-API-Spezifikationen und Implementierungsmuster für JavaScript/TypeScript-Module. Nutzen Sie sie, wenn Sie den Lebenszyklus des OpenCode KI-Assistenten mit benutzerdefinierter ereignisgesteuerter Logik abfangen, überwachen oder erweitern müssen.

Skill ansehen

sglang

Meta

SGLang ist ein hochperformantes LLM-Serving-Framework, das sich auf schnelle, strukturierte Generierung für JSON, Regex und agentenbasierte Workflows unter Verwendung seines RadixAttention-Prefix-Cachings spezialisiert. Es bietet deutlich schnellere Inferenz, insbesondere für Aufgaben mit wiederholten Präfixen, was es ideal für komplexe, strukturierte Ausgaben und Mehrfachdialoge macht. Wählen Sie SGLang gegenüber Alternativen wie vLLM, wenn Sie constrained decoding benötigen oder Anwendungen mit umfangreicher Präfix-Weitergabe entwickeln.

Skill ansehen