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chops

Shpigford/chops

chops is a tool for DeepSeek Harness. Your AI agent skills, finally organized. A macOS app to browse, edit, and manage skills across Claude Code, Cursor, Codex, Windsurf, and Amp.

Shpigford/chops Screenshot preview
Stars
1.9k
Forks
121
Issues
11
Update
68 days

REVIEW SCORECARD

Review Scorecard

7.5/10Average
License compliance6.0
Engineering quality8.9
Content completeness8.0
Repository scale7.0
Maintenance activity8.0

✓ No risk detected · Automated scan results are for reference only, not an official endorsement

AI DEEP REVIEW

Worth AI Review

7.8/10Consider

A polished native macOS app for organizing AI agent skills across many tools, but it is a GUI app rather than an install

Code quality8

README documents a clear modular structure (Models/Services/Views/Utilities), xcodegen-based project generation, and a CLI build path, though no test or CI setup is mentioned.

Security6

The app intentionally disables the macOS sandbox for unrestricted dotfile access and downloads a DMG from GitHub releases, but no plaintext secrets or download-and-execute install scripts are shown, so risk is moderate and partly unverifiable.

Utility9

Solves a real pain point by unifying skill/agent discovery and editing across Claude Code, Cursor, Codex, Windsurf, Copilot, Aider, and Amp, with search, collections, and registry installs.

Maintenance8

Last updated 2026-08-23, not archived, 1882 stars, and an active release pipeline plus website suggest ongoing development.

Documentation8

README covers features, supported tool paths, prerequisites, quick start, CLI build, and architecture, but the install command is unknown and end-user install is only a DMG link.

Generated by AI after reading the project README — a decision aid, not an endorsement. Neutral scores are given when information is limited.

PROJECT READMEREADMEExpandCollapse

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PROJECT TOPICS

Project topics

VALIDATION LADDER

Validation progress

Structure check pending
01Store discoveryPassed
02ClassificationPassed
03Structure checkPending
04Sandbox validationPending

FAQ

Frequently Asked Questions

What is chops used for?

Your AI agent skills, finally organized. A macOS app to browse, edit, and manage skills across Claude Code, Cursor, Codex, Windsurf, and Amp.

How popular is chops?

chops has 1,882 stars and 121 forks on GitHub, last updated 2026-08-23.

Is chops compatible with DeepSeek Harness?

chops is listed in the DSH Universe directory as a tool for DeepSeek Harness. This plugin is listed in the DSH Universe directory and covered by its validation pipeline.

CLASSIFICATION EVIDENCE

Classification evidence

Project typeSkill
Feature categoryDSH Plugins
Rule confidenceHigh

The system checks GitHub Topics against the site taxonomy and keyword rules. Current matches:skills。