The AI Skill Manager for Data Science Agents
Project description
dhub-cli: The AI Skill Manager for Data Science Agents
Decision Hub is a CLI-first registry for publishing, discovering, and installing Skills — modular packages of code and prompts that AI coding agents (Claude, Cursor, Codex, Gemini, OpenCode) can use.
Why Decision Hub?
Agents that extend themselves. Install Decision Hub as a skill into any supported agent, and the agent can discover new skills in natural language — then install and use them mid-conversation without human intervention.
Publish from anywhere. Point dhub publish at a local directory or a GitHub repo URL and every valid SKILL.md inside is discovered, versioned, and published.
Private skills for your team. Skills can be scoped to your GitHub organization so proprietary tooling stays internal.
Install once, use everywhere. A single dhub install symlinks a skill into every agent's skill directory — Claude, Cursor, Codex, Gemini, OpenCode. No duplication, no per-agent setup.
Security gauntlet. Every publish is scanned for dangerous patterns. Skills get a trust grade (A/B/C/F) before they reach the registry.
Automated evals in sandboxes. Skills ship with eval cases that run on publish in isolated sandboxes, scored by an LLM judge.
Executable skills with SKILL.md. Builds on the Agent Skills spec with runtime and evals blocks — skills are runnable programs, not just static prompts.
Installation
# Via uv (recommended)
uv tool install dhub-cli
# Via pipx
pipx install dhub-cli
Quick Start
# 1. Authenticate via GitHub
dhub login
# 2. Search for skills using natural language
dhub ask "analyze A/B test results"
# 3. Install a skill for all your agents
dhub install pymc-labs/causalpy
# 4. Scaffold a new skill
dhub init my-new-skill
# 5. Publish it under your namespace
# (Run this inside the skill directory)
dhub publish .
Supported Agents
Skills are installed as symlinks into each agent's skill directory, making them immediately available:
- Claude:
~/.claude/skills - Cursor:
~/.cursor/skills - Gemini:
~/.gemini/skills - OpenCode:
~/.config/opencode/skills
Documentation
For full documentation on creating skills, the SKILL.md format, and running your own registry server, see the main repository.
Project details
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
Built Distribution
Filter files by name, interpreter, ABI, and platform.
If you're not sure about the file name format, learn more about wheel file names.
Copy a direct link to the current filters
File details
Details for the file dhub_cli-0.6.2.tar.gz.
File metadata
- Download URL: dhub_cli-0.6.2.tar.gz
- Upload date:
- Size: 45.8 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: uv/0.6.12
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
03c0fecad3c12aea307588b3ee25f73fc5449893a48b152b6a8e18fe509df72b
|
|
| MD5 |
c9f9e28c8f0bbd747958f16ba1160ecf
|
|
| BLAKE2b-256 |
a5cbba39576bf1dbefed03c8df6536d3c381bc251742d8386f6bfc1d8bf1d302
|
File details
Details for the file dhub_cli-0.6.2-py3-none-any.whl.
File metadata
- Download URL: dhub_cli-0.6.2-py3-none-any.whl
- Upload date:
- Size: 34.1 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? No
- Uploaded via: uv/0.6.12
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
6a24d771f847fbdccd14ae80a4aa73c83fad384a985bbda41a284a87a181b28d
|
|
| MD5 |
87c1d4f8b1f5954420de133d1324c5bb
|
|
| BLAKE2b-256 |
54e75014c58c1d1477d56b49ac819ea75701aa4db3cf63a5fc4b92efa7dd2943
|