root-cause

作者 Avtr99已验证

Catch and fix AI-written patchwork code before it ships, in any language or stack.

0
Stars
0
Forks
2026/8/24
添加时间

⚠️ 第三方软件声明

本 Skill 为第三方开源软件,独立托管于 GitHub。SkillTip 仅为信息目录,不控制或维护底层仓库。所显示的安全检查为自动化且范围有限,安装前请自行审查源码。

阅读服务条款

安装

添加到你的 Claude Code skills 目录:

# Add to your Claude Code skills
git clone https://github.com/Avtr99/root-cause

快速入门

使用 root-cause 等 Skills 的指南。

安全报告

已验证

上次扫描:—

{
  "status": "PASSED",
  "issues": []
}

README.md

antidote

License: MIT

Stop AI agents from patching symptoms. Fix the root cause instead of masking the problem.

When code breaks, AI agents default to band-aids: null checks, swallowed errors, and 30-line workarounds. They hide bugs under layers of guards and sanitizers that rot over time.

antidote forces the agent to fix the actual cause:

  • Validate once at the boundary instead of checking everywhere downstream.
  • Use the right type or schema so invalid data can't reach internal code.
  • Delete the broken path instead of writing glue code around it.

One clean fix replaces a dozen defensive guards.

The skill prompt and its rules live in skills/antidote/SKILL.md. This README covers why you'd install it, the benchmark results, and how to install it.


Benchmark

The skill was tested with the skill-eval-harness across five models. Each test gives the model bugged code and asks it to fix the root cause; a script oracle compiles and runs the output to check that the fix is structural, not a patch. Four cases, 2 runs per arm. Pass rate = share of runs that passed the oracle.

Benchmark results: structural-fix pass rate by model, with vs without the antidote skill

Raw numbers
ModelWith skillWithout skillImprovement
Claude Sonnet 556%0%+56 points
GLM 5.256%0%+56 points
moonshotai/kimi-k350%0%+50 points
Claude Haiku 4.550%31%+19 points
tencent/hy344%0%+44 points

Four of the five models passed zero runs without the skill — they patch symptoms by default. With the skill, they find the structural fix instead. Full methodology and reproduction commands: docs/benchmark.md.


Install

This skill follows the open Agent Skills standard. It works in Claude Code, Codex, Cursor, Devin, Cline, GitHub Copilot, and other popular AI coding platforms.

Universal (recommended)

npx skills add Avtr99/antidote

This command detects supported agents on your machine and installs the skill into each agent's native skills directory.

npx skills add Avtr99/antidote --global          # all projects, not just this one
npx skills add Avtr99/antidote --skill antidote  # install only this skill
npx skills add Avtr99/antidote --list            # preview without installing

Claude Code

claude plugin marketplace add Avtr99/antidote
claude plugin install antidote@avtr-antidote

Codex / ChatGPT

codex plugin marketplace add Avtr99/antidote
codex plugin install antidote@avtr-antidote

Then install from the Plugins directory in ChatGPT Work or the Codex desktop app.

GitHub Copilot CLI

copilot plugin marketplace add Avtr99/antidote
copilot plugin install antidote@avtr-antidote

Cursor

cursor plugin install Avtr99/antidote

Devin

devin plugins install Avtr99/antidote

Verify with devin plugins list. Plugins load at session start, so start a new Devin session after installing.

Grok Build CLI

grok plugin marketplace add Avtr99/antidote
grok plugin install antidote@avtr-antidote

Or install directly: grok plugin install Avtr99/antidote.

Pi

Copy .pi/extensions/antidote.ts into your Pi workspace's .pi/extensions/ directory and restart Pi.

OpenCode

Add antidote to the plugin array in your opencode.json and restart OpenCode. See .opencode/INSTALL.md for full instructions.

{
  "plugin": ["antidote@git+https://github.com/Avtr99/antidote.git"]
}

Manual

Copy skills/antidote/ into the skills directory of your agent:

AgentPath
Claude Code.claude/skills/antidote/
Codex.agents/skills/antidote/
Cursor.cursor/skills/antidote/
Devin.devin/skills/antidote/
Generic / cross-agent.agents/skills/antidote/

Usage

The skill activates on its own when the agent writes or reviews code. You can also invoke it by name:

  • Slash command (Claude Code, Codex, Cursor, Devin): /antidote
  • Natural language: "use antidote", "audit for overcomplication", "find the root cause"

It has two modes — fix (one bug) and audit (a whole codebase) — described in SKILL.md.

What is inside

FilePurpose
skills/antidote/SKILL.mdThe skill — the prompt that the agent reads
skills/antidote/README.mdHuman-facing docs for the skill
plugin.jsonRoot plugin manifest (Devin, Antigravity, and other root-native agents)
package.jsonNPM package manifest for Pi and OpenCode plugin installs
.claude-plugin/marketplace.jsonClaude Code plugin marketplace manifest
.claude-plugin/plugin.jsonClaude Code plugin manifest
.codex-plugin/plugin.jsonCodex / ChatGPT plugin manifest
.agents/plugins/marketplace.jsonCodex / ChatGPT plugin marketplace manifest
.github/plugin/marketplace.jsonGitHub Copilot CLI plugin marketplace manifest
.github/plugin/antidote/plugin.jsonIsolated GitHub Copilot CLI plugin manifest and package
.cursor-plugin/plugin.jsonCursor plugin manifest
.devin-plugin/plugin.jsonDevin plugin manifest
.grok-plugin/plugin.jsonGrok Build plugin manifest
.grok-plugin/marketplace.jsonGrok Build plugin marketplace manifest
docs/agent-portability.mdWhich adapter each host uses
docs/benchmark.mdEvaluation methodology and results
.pi/extensions/antidote.tsPi coding agent extension
.opencode/INSTALL.mdOpenCode installation guide
.opencode/plugins/antidote.jsOpenCode plugin

Compatibility

antidote is a pure-prompt skill. It has no scripts, no network calls, and no dependencies. It works in any agent that reads the SKILL.md format. The adapter manifests and plugins in this repo (.claude-plugin/, .codex-plugin/, .cursor-plugin/, .devin-plugin/, .grok-plugin/, .github/plugin/, .pi/, .opencode/) add native install support on top.

License

MIT — see LICENSE.

常见问题

What is root-cause?

root-cause is an open-source ai agents skill for AI coding assistants such as Claude Code, Codex CLI, and ChatGPT, built by Avtr99. Catch and fix AI-written patchwork code before it ships, in any language or stack. It has 0 GitHub stars.

Is root-cause safe to use?

Yes. root-cause passed SkillsLLM's automated security scan — a dependency vulnerability audit plus prompt-injection heuristics — with no high-severity issues. You can read the full report in the Security Report section on this page.

How do I install root-cause?

Clone the repository with "git clone https://github.com/Avtr99/root-cause" and add it to your Claude Code skills directory (see the Installation section above).

Are there alternatives to root-cause?

Yes. SkillsLLM lists many other AI Agents skills you can browse and compare side by side. Open the AI Agents category from the badge at the top of this page, or use the Related Skills and comparison links further down to weigh root-cause against similar tools.

评论 (0)

暂无评论,成为第一个分享想法的人!

ECC

by affaan-m

10

The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

242,21936,702JavaScript
AI 智能体ai-agentsanthropicclaude-code
查看详情
15

An agentic skills framework & software development methodology that works.

234,96620,863Shell
AI 智能体ai-agentsbrainstorming
查看详情

hermes-agent

by NousResearch

10

The agent that grows with you

234,43747,175Python
AI 智能体ai-agentsagent-orchestration
查看详情

The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

185,94028,768JavaScript
AI 智能体ai-agentsanthropicclaude-code
查看详情

cc-switch

by farion1231

3

A cross-platform desktop All-in-One assistant for Claude Code, Codex, OpenCode, OpenClaw, Grok Build & Hermes Agent. Only official website: ccswitch.io

128,8688,826Rust
AI 智能体claude-codeai-tools
查看详情

claude-code

by anthropics

Claude Code is an agentic coding tool that lives in your terminal, understands your codebase, and helps you code faster by executing routine tasks, explaining complex code, and handling git workflows - all through natural language commands.

120,03119,897Shell
AI 智能体
查看详情

开发者还喜欢

基于喜欢此 Skill 的开发者投票和收藏

ECC

by affaan-m

10

The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

242,21936,702JavaScript
AI 智能体ai-agentsanthropicclaude-code
查看详情
15

An agentic skills framework & software development methodology that works.

234,96620,863Shell
AI 智能体ai-agentsbrainstorming
查看详情

hermes-agent

by NousResearch

10

The agent that grows with you

234,43747,175Python
AI 智能体ai-agentsagent-orchestration
查看详情

n8n

by n8n-io

12

Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations.

201,88160,308TypeScript
MCP 服务器apisai-tools
查看详情

The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

185,94028,768JavaScript
AI 智能体ai-agentsanthropicclaude-code
查看详情

cc-switch

by farion1231

3

A cross-platform desktop All-in-One assistant for Claude Code, Codex, OpenCode, OpenClaw, Grok Build & Hermes Agent. Only official website: ccswitch.io

128,8688,826Rust
AI 智能体claude-codeai-tools
查看详情