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https://github.com/HughYau/qiushi-skill

求是Skill——从经典唯物辩证法与实践哲学中提炼出一条总原则和九大方法论工具武装AI大脑。Qiushi-Skill: Build agents that investigate first, focus on the main contradiction, validate in practice, and keep pushing until the work is actually done.
https://github.com/HughYau/qiushi-skill

ai-agents methodology skills workflow

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求是Skill——从经典唯物辩证法与实践哲学中提炼出一条总原则和九大方法论工具武装AI大脑。Qiushi-Skill: Build agents that investigate first, focus on the main contradiction, validate in practice, and keep pushing until the work is actually done.

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# Qiushi Skill: 'Seeking Truth' Skills for AI Agents


Languages:
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English

> Build agents that investigate first, focus on the main contradiction, validate in practice, and keep pushing until the work is actually done.

`qiushi-skill` is a collection of reusable methodology skills, commands, and session-start hooks. It turns a set of problem-solving methods into installable assets for Claude Code, Cursor, Codex, OpenCode, OpenClaw, Hermes Agent, and other prompt-driven hosts.

## Why This Exists

Many agents can generate text, but they still fail at disciplined work:

- they answer before collecting facts
- they scatter effort across too many tasks
- they stop at the first blocker
- they skip verification and call that "done"

`qiushi-skill` is meant to correct that with one core principle and nine concrete methods:

- `seeking truth from facts` as the governing principle
- contradiction analysis
- practice -> cognition -> practice iteration
- investigation first
- mass line feedback synthesis
- criticism and self-criticism
- protracted strategy
- concentrate forces
- spark a prairie fire
- overall planning

> Support author's other repo!: **[AcademicForge](https://github.com/HughYau/AcademicForge)**: **One Forge, All Skills.** An interactive, cross-platform tool to generate simple, one-click installation commands for multiple AI Agent Skills.

## Install

### Preferred: `npx qiushi-skill`

```bash
npx qiushi-skill
```

Non-interactive examples:

```bash
npx qiushi-skill install --target claude-code --scope user
npx qiushi-skill install --target claude-code,cursor --scope project
npx qiushi-skill install --target codex,opencode,openclaw,hermes,nanobot --scope user
npx qiushi-skill install --target all --scope user
npx qiushi-skill validate
npx qiushi-skill uninstall --target claude-code --scope user
```

The CLI is zero-dependency and does four things:

- installs standard plugin bundles for Claude Code and Cursor
- copies skills/commands into the directories scanned by Codex, OpenCode, OpenClaw, Hermes, and nanobot
- writes `.qiushi-skill-install.json` manifests so uninstall only removes CLI-managed files
- validates the current checkout or published bundle with one Node-based code path
- keeps `install`, `validate`, and `uninstall` under one stable entrypoint

### Claude Code Official Marketplace

This repository now ships `.claude-plugin/marketplace.json`, so Claude Code can discover it directly from GitHub:

```text
/plugin marketplace add HughYau/qiushi-skill
/plugin install qiushi-skill@qiushi-skill
```

### Source Install

```bash
git clone https://github.com/HughYau/qiushi-skill
cd qiushi-skill
claude --plugin-dir .
```

### Platform Notes

- Claude Code: use the GitHub marketplace flow above, or `npx qiushi-skill install --target claude-code`.
- Cursor: use `npx qiushi-skill install --target cursor`, or copy the bundle to your configured plugins directory.
- Codex: use `npx qiushi-skill install --target codex`, or see [`.codex/INSTALL.md`](.codex/INSTALL.md).
- OpenCode: use `npx qiushi-skill install --target opencode`, or see [`.opencode/INSTALL.md`](.opencode/INSTALL.md).
- OpenClaw: use `npx qiushi-skill install --target openclaw`, or see [`.openclaw/INSTALL.md`](.openclaw/INSTALL.md).
- Hermes Agent: use `npx qiushi-skill install --target hermes`, or see [`.hermes/INSTALL.md`](.hermes/INSTALL.md).
- nanobot: use `npx qiushi-skill install --target nanobot`, or see [`.nanobot/INSTALL.md`](.nanobot/INSTALL.md).

## Validate

Preferred:

```bash
npx qiushi-skill validate
```

If you are working from a source checkout, legacy fallback scripts are also available:

```bash
bash tests/validate.sh
# or on Windows
powershell -NoLogo -NoProfile -ExecutionPolicy Bypass -File tests/validate.ps1
```

Validation checks:

- JSON validity, including `.claude-plugin/marketplace.json`
- version consistency between `package.json` and marketplace metadata
- presence of CLI files, hooks, commands, packaged platform guides, and the isolated marketplace bundle
- frontmatter completeness for skills, commands, and agents
- local Markdown link integrity

## How to Use It

The session-start entry skill is `skills/arming-thought/SKILL.md`. Its job is intentionally narrow:

1. enforce `seeking truth from facts`
2. choose downstream skills only when they clearly help
3. avoid loading every method by default

Manual command entrypoints live in `commands/*.md` for hosts that support Markdown slash commands.

## Platforms

- Claude Code: official marketplace + automatic SessionStart injection + commands
- Cursor: bundle metadata + commands + standard CLI install path
- OpenClaw: can map Claude/Cursor/Codex bundles into native OpenClaw plugins
- Hermes Agent: native `skills` directory and CLI/toolset workflow
- Codex: document-based setup
- OpenCode: document-based setup
- Generic hosts: reuse `skills/` and `commands/`

## Project Layout

```text
qiushi-skill/
├── .claude-plugin/
│ ├── marketplace.json
│ └── plugin.json
├── .cursor-plugin/plugin.json
├── .codex/INSTALL.md
├── .opencode/INSTALL.md
├── .openclaw/INSTALL.md
├── .hermes/INSTALL.md
├── bin/
├── skills/
├── commands/
├── hooks/
├── agents/
├── docs/
├── CHANGELOG.md
├── README.md
└── README.en.md
```

## License

MIT