Skip to main content

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


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

dhub_cli-0.6.5.tar.gz (46.3 kB view details)

Uploaded Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

dhub_cli-0.6.5-py3-none-any.whl (34.7 kB view details)

Uploaded Python 3

File details

Details for the file dhub_cli-0.6.5.tar.gz.

File metadata

  • Download URL: dhub_cli-0.6.5.tar.gz
  • Upload date:
  • Size: 46.3 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: uv/0.6.12

File hashes

Hashes for dhub_cli-0.6.5.tar.gz
Algorithm Hash digest
SHA256 bf7063dc2df01ec33e9b90b3288ab09f209910790f81b4e29d1717f0609b73e8
MD5 58c7596d83dc8125aa11b3251e566ed7
BLAKE2b-256 be64da58a6e5f1248aa32702e6f23ecdcb4c52142680c55f86f19348317ee59d

See more details on using hashes here.

File details

Details for the file dhub_cli-0.6.5-py3-none-any.whl.

File metadata

  • Download URL: dhub_cli-0.6.5-py3-none-any.whl
  • Upload date:
  • Size: 34.7 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: uv/0.6.12

File hashes

Hashes for dhub_cli-0.6.5-py3-none-any.whl
Algorithm Hash digest
SHA256 e2e05cf564342201c9c23c25d40956f343ec80adf6f234462dc74d52b232ea97
MD5 07f29b2c05200ea11ef46ed37ad46c8f
BLAKE2b-256 03495cb83a9b3f2aab5dbba1df09c689fc3699692b414bc0e3e0635e790cf32c

See more details on using hashes here.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page