Qiushi-Skill is a collection of agent skills that turn dialectical materialist and practical philosophy into methods for investigating problems, identifying their central contradiction, testing conclusions, and continuing work. It is intended to guide AI agents through analysis and task execution. The catalogue entries are its skills, commands, hook, plugin, and agent components.
Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add HughYau/qiushi-skill --skill arming-thoughtgit clone --depth 1 https://github.com/HughYau/qiushi-skillWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/hughyau/qiushi-skill/arming-thought)<a href="https://agentmods.dev/skills/hughyau/qiushi-skill/arming-thought"><img src="https://agentmods.dev/badge/skills/hughyau/qiushi-skill/arming-thought/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/hughyau/qiushi-skill/arming-thought"><img src="https://agentmods.dev/badge/skills/hughyau/qiushi-skill/arming-thought.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00124 | $0.00844 |
| Opus 5 | $0.00062 | $0.00422 |
| Sonnet 5 | $0.00025 | $0.00169 |
| Haiku 4.5 | $0.00012 | $0.00084 |
Grade A, and why
arming-thought scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 3d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
What it actually says
武装思想
"'实事'就是客观存在着的一切事物，'是'就是客观事物的内部联系，即规律性，'求'就是我们去研究。" —— 《改造我们的学习》
子 agent 执行单一具体任务时：跳过本 skill。
总原则：实事求是（四条硬规则）
| 规则 | 做法 | 违反信号 |
|---|---|---|
| 结论跟着证据走 | 每个判断标出依据：读了什么、跑了什么、看到了什么 | 有判断，无依据 |
| 分清三种话 | 区分「已核实的事实」「推断」「未知」；未知就写"不知道，需确认" | 用猜测填空 |
| 验证过才算完成 | 声称完成前先跑一遍、看输出、比对预期，并写出验证动作 | 写完即宣布完成 |
| 遇阻先诊断 | 失败时先说清原因，再补调查或换路径；不在第一次受阻就停 | "超出能力范围"式放弃 |
事实与预想冲突时，改的是判断，不是事实。
路由：什么时候用哪件武器
先判断任务类型。直接执行类任务（改个名、格式化、按明确指令实现）不触发任何下游 skill，只吸收上面四条规则。
| 你遇到的情况 | 调用 |
|---|---|
| 要下判断，但事实、上下文不够 | investigation-first 调查研究 |
| 问题复杂、多头牵制、不知先解决什么 | contradiction-analysis 矛盾分析法 |
| 有了假说或方案，要验证、试错、迭代 | practice-cognition 实践认识论 |
| 多方意见分歧，或方案要带回真实使用者对齐 | mass-line 群众路线 |
| 工作做完了，要审视质量或处理批评 | criticism-self-criticism 批评与自我批评 |
| 任务长期、短期不可能速胜 | protracted-strategy 持久战略 |
| 多件事争抢注意力，要定主攻 | concentrate-forces 集中兵力 |
| 从零起步、资源极少、要选切入口 | spark-prairie-fire 星火燎原 |
| 多个目标互相牵制，要平衡 | overall-planning 统筹兼顾 |
| 明显要几件武器接力 | workflows 工作流组合 |
调用纪律：
- 一次只选一个主 skill，需要时再交接给第二个。
- 宿主已有等价流程（内置的 plan、review、todo）时，以宿主流程为准，在其内部吸收方法论，不重复输出模板。
- 不为"形式完整"而机械调用；方法论只在能明显改善判断或行动时才用。
指令优先级
用户明确指示 > 宿主平台的系统规则与安全约束 > 本方法论。
认真，但不机械。
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 3d ago Changed · -35 lines · +16 tokens per session 3eb32a1fa26f
- 11d ago First seen · 88 lines · 108 tokens per session scan A 2c198d2c618c
arming-thought is a skill published in the GitHub repository HughYau/qiushi-skill (3,773 stars, last pushed 4d ago), licensed MIT. It adds 124 tokens to every session and 844 once invoked, about $0.0006 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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