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AI EngineeringPython

Skill Forge Evolve

by AgriciDaniel

Skill Forge Evolve is an AI Engineering skill for Claude Code, published by AgriciDaniel in skill-forge.

169 stars44 forkson AgriciDaniel/skill-forgeAdded 2026/09/08+2% in starsRepository updated 2026/04/10
aiclaude-codeclaude-code-skilldeveloper-toolsopen-source
Install in seconds
Install Skill Forge Evolve
Copy Skill Forge Evolve into your Claude Code skills folder. Run the command in your terminal, or review the source on GitHub before installing.
terminal
npx degit https://github.com/AgriciDaniel/skill-forge/tree/main/skills/skill-forge-evolve ~/.claude/skills/skill-forge-evolve

Requires Node.js. Downloads this skill only — not the rest of the repository — into your Claude Code skills folder.

Without Node.js

git clone https://github.com/AgriciDaniel/skill-forge.git

Clones the whole repository, then copy the skill’s own directory into your skills folder yourself.

In this catalog

Source file
skills/skill-forge-evolve/SKILL.md in AgriciDaniel/skill-forge
Installs to
~/.claude/skills/skill-forge-evolve
Collection
One of 10 skills cataloged from this repository
Category
AI Engineering3670 skills

What Skill Forge Evolve does

Skill Forge Evolve improves existing Claude Code skills using feedback, logs, or test results. Use it to fix triggering problems, refine instructions, add sub-skills, or evolve the skill’s architecture.

Skill Forge Evolve is cataloged under AI Engineering on DirSkills. Skill Forge Evolve comes from a repository tagged ai, claude-code, claude-code-skill, developer-tools and open-source.

Documentation

README

Skill Evolution & Improvement

Process

Step 1: Diagnose the Issue

Ask the user or analyze logs to identify the problem category:

Category A: Triggering Issues

  • Under-triggering: Skill doesn't activate when it should
  • Over-triggering: Skill activates when it shouldn't
  • Mis-triggering: Wrong sub-skill activates

Category B: Execution Issues

  • Incomplete workflows: Skill stops before finishing
  • Incorrect output: Results don't match expectations
  • Missing error handling: Failures not handled gracefully
  • Performance: Too slow or too many token used

Category C: Architecture Issues

  • Missing capability: New use case not covered
  • Scale issues: Skill too large, needs decomposition
  • Cross-reference problems: Links to non-existent files

This is the opening of the README. Read the full README on GitHub.

Commands Skill Forge Evolve provides

Slash commands named in this skill’s SKILL.md, listed in the order they first appear.

  • /skill-forge

Frequently asked about Skill Forge Evolve

  • What else does AgriciDaniel publish alongside Skill Forge Evolve?

    Skill Forge Evolve is one of 10 skills that DirSkills catalogs from AgriciDaniel/skill-forge, the repository it ships in. Its siblings there include Multi-Skill Orchestrator, Skill Forge and Skill Forge. Each one is a separate skill with its own page in this directory, installs the same way Skill Forge Evolve does, and is maintained by AgriciDaniel in that same repository. The rest of the collection is listed on the AgriciDaniel/skill-forge page.

  • How does Skill Forge Evolve compare to other AI Engineering skills?

    Skill Forge Evolve ranks #3282 by stars among the 3670 AI Engineering skills in this catalog. The most-starred ones next to it are Architecture Decision Records, AI-First Engineering and Agentic OS. DirSkills ranks by the star count of the repository each skill ships in, so that order reflects how popular those repositories are rather than any review of Skill Forge Evolve against them. Open each page to compare what they document and how they install.

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