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Skillhub

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Enables AI agents to scan codebases for TODO/FIXME/XXX patterns and get prioritized results over MCP, supporting CI gates and multiple output formats.

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Enables AI agents to scan codebases for TODO/FIXME/XXX patterns and get prioritized results over MCP, supporting CI gates and multiple output formats.

README

SKILLHUB

SKILLHUB

Local skill registry and installer for AI agents

PyPI CI License: COCL 1.0 Suite

AI Agents & LLMOps — build, route, evaluate, and secure agents.

pip install cognis-skillhub
skillhub scan .            # → prioritized findings in seconds

🔎 Example output

Real, reproducible output from the tool — runs offline:

$ skillhub-emit --version
skillhub 1.0.0
$ skillhub-emit --help
usage: skillhub [-h] [--version] [--format {table,json}]
                {list,search,info,install,installed,remove} ...

Local skill registry and installer for AI agents.

positional arguments:
  {list,search,info,install,installed,remove}
    list                list skills in a registry
    search              rank skills by a query
    info                show a skill manifest + deps
    install             install a skill into a target dir
    installed           list installed skills in a target
    remove              uninstall a skill from a target

options:
  -h, --help            show this help message and exit
  --version             show program's version number and exit
  --format {table,json}

Blocks above are real skillhub output — reproduce them from a clone.

Sample result format (illustrative values — run on your own data for real findings):

{
"findings": [
    {
        "id": "1234567890",
        "title": "Suspicious Network Traffic",
        "description": "Network traffic from unknown IP address",
        "severity": "medium",
        "created_at": "2023-02-15T14:30:00Z"
    },
    {
        "id": "2345678901",
        "title": "Unusual File Access",
        "description": "File access from unexpected location",
        "severity": "high",
        "created_at": "2023-02-16T10:45:00Z"
    }
]
}

Usage — step by step

  1. Install (Python 3.9+):

    pip install skillhub
    
  2. List skills in a registry (defaults to the current directory):

    skillhub list -r ./registry
    
  3. Search and inspect. Rank skills by a query, then view a manifest with its dependencies:

    skillhub search "pdf extraction" -r ./registry
    skillhub info pdf-extract -r ./registry
    
  4. Install a skill into a target directory, overwriting if needed:

    skillhub install pdf-extract -r ./registry -t ./agent/skills --force
    skillhub installed -t ./agent/skills
    
  5. Automate / clean up. Emit JSON for tooling, and uninstall a skill in scripts:

    skillhub --format json installed -t ./agent/skills | jq '.[].name'
    skillhub remove pdf-extract -t ./agent/skills
    

Contents

Why skillhub?

ride the viral skills-registry pattern

skillhub is single-purpose, scriptable, and self-hostable: point it at a target, get prioritized results in the format your workflow already speaks (table · JSON · SARIF), gate CI on it, and let agents drive it over MCP.

Features

  • ✅ Parse Version
  • ✅ Parse Manifest
  • ✅ Resolve Dependencies
  • ✅ Runs on Linux/macOS/Windows · Docker · devcontainer
  • ✅ Ports in Python, JavaScript, Go, and Rust (ports/)

Quick start

pip install cognis-skillhub
skillhub --version
skillhub scan .                       # scan current project
skillhub scan . --format json         # machine-readable
skillhub scan . --fail-on high        # CI gate (non-zero exit)

Example

$ skillhub scan .
  [HIGH    ] SKI-001  example finding             (./src/app.py)
  [MEDIUM  ] SKI-002  another signal              (./config.yaml)

  2 findings · risk score 5 · 38ms

Architecture

flowchart LR
  IN[agent / A2A traffic] --> P[skillhub<br/>map + analyze]
  P --> OUT[graph + flags]

Use it from any AI stack

skillhub is interoperable with every popular way of using AI:

  • MCP serverskillhub mcp (Claude Desktop, Cursor, Cognis.Studio, uncensored-fleet)
  • OpenAI-compatible / JSON — pipe skillhub scan . --format json into any agent or LLM
  • LangChain · CrewAI · AutoGen · LlamaIndex — wrap the CLI/JSON as a tool in one line
  • CI / scripts — exit codes + SARIF for non-AI pipelines

How it compares

Cognis skillhub OpenClaw ClawHub
Self-hostable, no account varies
Single command, zero config ⚠️
JSON + SARIF for CI varies
MCP-native (AI agents)
Polyglot ports (JS/Go/Rust)
Open license ✅ COCL varies

Built in the spirit of OpenClaw ClawHub, re-framed the Cognis way. Missing a credit? Open a PR.

Integrations

Pipes into your stack: SARIF for code-scanning, JSON for anything, an MCP server (skillhub mcp) for AI agents, and a webhook forwarder for SIEM/Slack/Jira. See docs/INTEGRATIONS.md.

Install — every way, every platform

pip install "git+https://github.com/cognis-digital/skillhub.git"    # pip (works today)
pipx install "git+https://github.com/cognis-digital/skillhub.git"   # isolated CLI
uv tool install "git+https://github.com/cognis-digital/skillhub.git" # uv
pip install cognis-skillhub                                          # PyPI (when published)
docker run --rm ghcr.io/cognis-digital/skillhub:latest --help        # Docker
brew install cognis-digital/tap/skillhub                             # Homebrew tap
curl -fsSL https://raw.githubusercontent.com/cognis-digital/skillhub/main/install.sh | sh
Linux macOS Windows Docker Cloud
scripts/setup-linux.sh scripts/setup-macos.sh scripts/setup-windows.ps1 docker run ghcr.io/cognis-digital/skillhub DEPLOY.md (AWS/Azure/GCP/k8s)

Related Cognis tools

  • agentsmith — Config-first scaffolding and orchestration for multi-agent workflows
  • toolguard — Runtime allowlist and policy for agent tool-calls
  • evalbench — Offline LLM / agent eval harness with regression gates
  • ragkit — Batteries-included local RAG pipeline — ingest, index, serve
  • memorybank — Portable long-term memory store for agents, exposed over MCP
  • promptpack — Versioned prompt / template registry with A/B and rollbacks

Explore the suite → 🗂️ all 170+ tools · ⭐ awesome-cognis · 🔗 cognis-sources · 🤖 uncensored-fleet · 🧠 engram

Contributing

PRs, new rules, and demo scenarios are welcome under the collaboration-pull model — see CONTRIBUTING.md and SECURITY.md.

⭐ If skillhub saved you time, star it — it genuinely helps others find it.

Interoperability

{} composes with the 300+ tool Cognis suite — JSON in/out and a shared OpenAI-compatible /v1 backbone. See INTEROP.md for the suite map, composition patterns, and reference stacks.

License

Source-available under the Cognis Open Collaboration License (COCL) v1.0 — free for personal, internal-evaluation, research, and educational use; commercial / production use requires a license ([email protected]). See LICENSE.


Cognis Digital · one of 170+ tools in the Cognis Neural Suite · Making Tomorrow Better Today

from github.com/cognis-digital/skillhub

Installing Skillhub

This server has no published package — it is built from source. Open the repository and follow its README.

▸ github.com/cognis-digital/skillhub

FAQ

Is Skillhub MCP free?

Yes, Skillhub MCP is free — one-click install via Unyly at no cost.

Does Skillhub need an API key?

No, Skillhub runs without API keys or environment variables.

Is Skillhub hosted or self-hosted?

Self-hosted: the server runs locally on your machine via the install command above.

How do I install Skillhub in Claude Desktop, Claude Code or Cursor?

Open Skillhub on unyly.org, pick your client tab (Claude Desktop, Claude Code, Cursor) and press Install — the config is generated automatically, no JSON editing.

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