Skillget

kumo-coding-agent

agent
Guvenlik Denetimi
Uyari
Health Uyari
  • License — License: MIT
  • Description — Repository has a description
  • Active repo — Last push 0 days ago
  • Low visibility — Only 5 GitHub stars
Code Gecti
  • Code scan — Scanned 8 files during light audit, no dangerous patterns found
Permissions Gecti
  • Permissions — No dangerous permissions requested
Purpose
This tool is a portable collection of markdown documents and skills that provides LLM coding assistants (like Claude Code, Cursor, and Codex) with deep knowledge of the Kumo ML platform. It helps developers build machine learning models using the Kumo SDK via natural language prompts.

Security Assessment
The overall risk is Low. The repository consists primarily of context documents and markdown files rather than executable application code. A scan of 8 files found no dangerous patterns, hardcoded secrets, or requests for dangerous permissions. Because it functions by having your AI assistant read text files, it does not directly access sensitive data or execute shell commands itself. The only minor considerations are external to the agent: installing the optional `kumoai` Python package will run standard Python setup scripts, and the optional GitHub CLI integration requires authentication tokens to create issues and pull requests.

Quality Assessment
The project is actively maintained, with its most recent push occurring today. It uses the standard, permissive MIT license, and the repository includes a clear, detailed description and setup guide. However, community visibility is currently very low. With only 5 GitHub stars, the tool has not yet been widely peer-reviewed or stress-tested by a large user base.

Verdict
Safe to use.
SUMMARY

Kumo Coding Agent — context docs, skills, and self-maintenance for building ML models with the Kumo SDK

README.md

Kumo Coding Agent

A portable collection of context and skills that extends any LLM coding tool with deep knowledge of the Kumo ML platform.

Works with Claude Code, Codex, Cursor, and any tool that reads markdown.

Setup

Prerequisites

  • kumoai: pip install kumoai (needed for running predictions, not for the agent itself)
  • GitHub CLI: brew install gh && gh auth login (needed only for /kumo-issue and /kumo-pr commands)

Claude Code

1. Add the agent to your project:

cd your-project
git clone https://github.com/kumo-ai/kumo-coding-agent.git

2. Tell Claude Code to read the agent:

echo 'Also read kumo-coding-agent/CLAUDE.md for Kumo agent capabilities.' >> CLAUDE.md

3. Install slash commands (optional):

npx skills add kumo-ai/kumo-coding-agent --agent claude-code

This installs /kumo-issue and /kumo-pr for reporting bugs and contributing fixes.

4. Start using it. Ask questions in natural language:

"Predict which customers will churn in the next 30 days by running RFM on the SALT dataset"

Codex

1. Add the agent to your project:

cd your-project
git clone https://github.com/kumo-ai/kumo-coding-agent.git

2. No extra setup needed. Codex reads AGENTS.md automatically.

3. Install slash commands (optional). Inside a Codex session:

$skill-installer install https://github.com/kumo-ai/kumo-coding-agent

4. Start using it. Ask questions in natural language.

Cursor

1. Add the agent to your project:

cd your-project
git clone https://github.com/kumo-ai/kumo-coding-agent.git

2. No extra setup needed. Cursor reads .cursor/rules/ automatically.

3. Install slash commands (optional):

npx skills add kumo-ai/kumo-coding-agent --agent cursor

4. Start using it. Ask questions in natural language.

Other tools

Clone the repo into your project. Any LLM tool that reads markdown can use CLAUDE.md as the entry point.

git clone https://github.com/kumo-ai/kumo-coding-agent.git

Updating

To pull the latest version of the agent:

cd kumo-coding-agent && git pull

To pin to a specific release:

cd kumo-coding-agent && git fetch --tags && git checkout v1.0.0

What Can It Do?

Task Start Here
Build a prediction model end-to-end skills/scope-prediction-task.md
Get instant predictions (no training) skills/rfm-predict.md
Write or fix a PQL query skills/write-pql.md
Train a high-accuracy model skills/train-model.md
Debug a failed prediction skills/debug-prediction.md
Improve weak model performance skills/iterate-model.md
Design a SQL+PQL business workflow context/patterns/prediction-patterns.md
Decide between RFM and training context/guides/rfm-vs-training.md

Commands

Two commands are available for reporting issues and contributing fixes.
Requires GitHub CLI (gh auth status must pass).

Command What it does
/kumo-issue [description] Files a GitHub issue on this repo
/kumo-pr [description] Creates a branch, fixes a doc, and opens a PR

Directory Structure

kumo-coding-agent/
├── CLAUDE.md              # Entry point for Claude Code
├── AGENTS.md              # Entry point for Codex (points to CLAUDE.md)
├── .cursor/rules/         # Entry point for Cursor (points to CLAUDE.md)
├── context/               # Curated Kumo knowledge (loaded on demand)
│   ├── platform/          # SDK, RFM, PQL, graph, connectors
│   ├── guides/            # Decision guides
│   ├── patterns/          # Business workflow patterns
│   └── verticals/         # Industry-specific guides
├── skills/                # Step-by-step workflows
├── meta/                  # Add docs, sync from upstream, verify
├── scratch/               # Session state (gitignored)
└── eval/                  # Test questions for agent quality

Extending the Agent

Action Instructions
Add a context document meta/skills/add-context-doc.md
Add a workflow skill meta/skills/add-skill.md
Sync from upstream repos meta/skills/sync-from-source.md
Check doc freshness meta/skills/validate-freshness.md
Verify claims against code meta/skills/verify-content.md
Audit known gaps meta/skills/check-gaps.md

Design Principles

  • Portable: Plain markdown, works with any LLM tool
  • On-demand loading: Only loads what the task needs
  • Version-tracked: Every doc traces to a specific package version
  • Self-correcting: Gap manifest + verify-content catch drift
  • Testable: Eval questions verify knowledge quality

We love your feedback! ❤️

As you work with the Kumo Coding Agent, if you encounter any problems or
things that are confusing or don't work quite right, please
open a new issue.
Join our Discord!

Community contribution 🤝

If you're considering contributing an example notebook or a new skill,
please first open a new issue
and describe your proposal so we can discuss it together before you invest a
ton of time. We'll invite you to our Mountain View, CA office (if you're local)
or send you Kumo Swag if your contribution is accepted.

Thank you and excited to see what you'll build with the Kumo Coding Agent!

License

Released under the MIT License.

Developed by Kumo AI
© 2026 Kumo AI, Inc. All rights reserved.

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