Agent skill

Skillforge

by aAAaqwq in aAAaqwq/AGI-Super-Team

Intelligent skill router and creator. An agent skill from aAAaqwq/AGI-Super-Team.

MITAuto-check passedAgent Workflows

Install Skillforge

skills CLI
$ npx skills add aAAaqwq/AGI-Super-Team --skill skillforge -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install aAAaqwq/AGI-Super-Team skillforge --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/aAAaqwq/AGI-Super-Team.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/skillforge .claude/skills/skillforge && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
skillforge
GitHub stars
105
Used in
1 other repo
Token cost
~448 tokens
SKILL.md length
144 words
Files
20 (incl. scripts, references, assets)
Skills in repo
161
Repo updated
First seen
Licence
MIT

At a glance

Intelligent skill router and creator. An agent skill from aAAaqwq/AGI-Super-Team.

  • Works in 4 steps: Phase 0 Triage: Check if skill exists… → Analysis: 11 thinking models evaluate… → Action: Route to existing skill OR… → …
  • Agent Workflows work in your project
  • SKILL.md covers When to use, How it works, Triggers and Core Principles, plus 1 more section
  • Runs Python scripts from its folder

What it does

Skillforge is an agent skill from aAAaqwq/AGI-Super-Team. Intelligent skill router and creator. Analyzes ANY input to recommend existing skills, improve them, or create new ones. Uses deep iterative analysis with 11 thinking models, regression questioning, evolution lens, and multi-agent synthesis panel. Phase 0 triage ensures you never duplicate existing functionality.

Its SKILL.md is about 450 tokens, which your agent loads only when the skill is triggered. The skill folder holds 23 other files, including scripts, reference files and assets (for example `README.md`, `SESSION_HANDOFF.md` and `assets/templates/script-template.py`).

It sits in Agent Workflows. The repository describes itself as: An installable, cross-framework AI organization: C-suite agents, expert subagents, curated skills, independent review, and one-command setup across 18 AI client/runtime adapters. The licence is MIT.

When your agent uses it

  • Agent Workflows work in your project

Example prompts

  • “/skillforge”

Requirements

  • Python 3

Workflow steps

4 steps, taken from the first numbered list in SKILL.md.

  1. Phase 0 Triage: Check if skill exists (no duplicates)
  2. Analysis: 11 thinking models evaluate the request
  3. Action: Route to existing skill OR create new one
  4. Synthesis: Multi-agent panel validates output

What it can do on your machine

Read from SKILL.md and the folder at commit 331ecd3. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Ships 2 files in scripts/ (Python, from the files we listed), which the agent can run.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Skillforge loads about 448 tokens when it runs, and up to ~25k if it reads all its reference files. Until then it costs about 81 tokens; SKILL.md has 144 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~81
When it runs · the whole SKILL.md, loaded when a task matches
~448
With references · SKILL.md plus every file in references/, read only if the agent opens them
~25k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.

SKILL.md

The full file from aAAaqwq/AGI-Super-Team at commit 331ecd3, republished under its MIT licence (© aAAaqwq). 144 words, ~448 tokens.

Download SKILL.mdSave it as .claude/skills/skillforge/SKILL.md (or your agent's skills folder). This skill also uses 19 other files; get the full folder from GitHub.
name
skillforge
description
Intelligent skill router and creator. Analyzes ANY input to recommend existing skills, improve them, or create new ones. Uses deep iterative analysis with 11 thinking models, regression questioning, evolution lens, and multi-agent synthesis panel. Phase 0 triage ensures you never duplicate existing functionality.
license
MIT
metadata.version
4.0.0
metadata.model
claude-opus-4-5-20251101
metadata.subagent_model
claude-opus-4-5-20251101
metadata.domains
meta-skill, automation, skill-creation, orchestration, agentic, routing
metadata.type
orchestrator
metadata.inputs
any-input, user-goal, domain-hints
metadata.outputs
SKILL.md, references/, scripts/, SKILL_SPEC.md, recommendations

SkillForge 4.0 - Intelligent Skill Router & Creator

Analyzes ANY input to find, improve, or create the right skill.

When to use

  • Skill discovery: "Do I have a skill for X?"
  • Skill creation: "Create a skill for Y"
  • Skill improvement: "Improve the Z skill"
  • Routing: Any ambiguous request that needs skill matching

How it works

  1. Phase 0 Triage: Check if skill exists (no duplicates)
  2. Analysis: 11 thinking models evaluate the request
  3. Action: Route to existing skill OR create new one
  4. Synthesis: Multi-agent panel validates output

Triggers

  • SkillForge: {goal} - Direct activation
  • create skill / improve skill - Natural language
  • do I have a skill for X? - Discovery

Core Principles

  • No duplication: Always check existing skills first
  • Iterative: Refine through multiple analysis passes
  • Practical: Focus on actionable skills, not theory

Outputs

  • New skill: SKILL.md, references/, scripts/
  • Improvement: Modified SKILL.md + recommendations
  • Discovery: List of matching existing skills

© aAAaqwq, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 19 other files (scripts, references, assets) in skills/skillforge of aAAaqwq/AGI-Super-Team.

  • SKILL.md
  • .gitignore
  • LICENSE
  • README.md
  • SESSION_HANDOFF.md
  • assets/templates/script-template.py
  • assets/templates/skill-md-template.md
  • assets/templates/skill-spec-template.xml
  • references/evolution-scoring.md
  • references/multi-lens-framework.md
  • references/regression-questions.md
  • references/script-integration-framework.md
  • references/script-patterns-catalog.md
  • references/specification-template.md
  • references/synthesis-protocol.md
  • scripts/discover_skills.py
  • scripts/package_skill.py
  • … and 3 more

Open the folder on GitHubat commit 331ecd3

Used in 1 other repository

We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in aAAaqwq/AGI-Super-Team, which our catalogue first saw on October 7, 2026.

Compare with similar skills

Skillforge next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Skillforge compared with similar skills
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Skillforge this skillaAAaqwq/AGI-Super-Team1051 repos~448Automated safety check: PassMIT
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Using Superpowersfarm-fe/farm5.6k34 repos~1.4kAutomated safety check: PassMIT
Executing Plans Inlineobra/superpowers296k2 repos~5.1kAutomated safety check: PassMIT
Claude Code Agent Developmentanthropics/claude-plugins-official37k8 repos~2.8kAutomated safety check: PassApache-2.0

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Categories

Questions about Skillforge

What does Skillforge do?

Intelligent skill router and creator. An agent skill from aAAaqwq/AGI-Super-Team. Skillforge is an agent skill from aAAaqwq/AGI-Super-Team. Intelligent skill router and creator.

When should I use Skillforge?

Skillforge fits situations like: agent Workflows work in your project.

How do I install Skillforge in Claude Code?

Run `npx skills add aAAaqwq/AGI-Super-Team --skill skillforge -a claude-code`. Or copy the skill folder (skills/skillforge in aAAaqwq/AGI-Super-Team) into .claude/skills/skillforge in your project. Claude Code loads it when a task matches its description.

How do I install Skillforge in Codex?

Run `npx skills add aAAaqwq/AGI-Super-Team --skill skillforge -a codex`. Or copy the skill folder (skills/skillforge in aAAaqwq/AGI-Super-Team) into .agents/skills/skillforge in your project. Codex loads it when a task matches its description.

Can I use Skillforge in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add aAAaqwq/AGI-Super-Team --skill skillforge -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/skillforge, .gemini/skills/skillforge, .github/skills/skillforge and .opencode/skills/skillforge in your project.

What does Skillforge need to run?

Going by SKILL.md and its folder, Skillforge needs Python for the scripts in its folder. Our summary lists: Python 3.

Does Skillforge access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Skillforge safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Skillforge use?

Skillforge is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Skillforge use?

About 448 tokens (SKILL.md is roughly 1.8k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 24k tokens, read only when the agent opens those files.

What are the alternatives to Skillforge?

Skills that share tags, products or a category with Skillforge: MCP Server Builder (anthropics/skills, 180k stars), Hook Development for Claude Code Plugins (anthropics/claude-plugins-official, 37k stars), Using Superpowers (farm-fe/farm, 5.6k stars) and Executing Plans Inline (obra/superpowers, 296k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Skillforge?

aAAaqwq (a GitHub user) maintains it in aAAaqwq/AGI-Super-Team, which has 105 GitHub stars. The repository holds 161 skills in this directory. The repository was last updated on September 27, 2026.

Source: aAAaqwq/AGI-Super-Team on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.