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 protracted-strategygit 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/protracted-strategy)<a href="https://agentmods.dev/skills/hughyau/qiushi-skill/protracted-strategy"><img src="https://agentmods.dev/badge/skills/hughyau/qiushi-skill/protracted-strategy/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/protracted-strategy"><img src="https://agentmods.dev/badge/skills/hughyau/qiushi-skill/protracted-strategy.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 | $0.00211 | $0.00903 |
| Opus 5 | $0.00105 | $0.00451 |
| Sonnet 5 | $0.00042 | $0.00181 |
| Haiku 4.5 | $0.00021 | $0.00090 |
Grade A, and why
protracted-strategy 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
持久战略
"在战略上我们要藐视一切敌人，在战术上我们要重视一切敌人。也就是说在整体上我们一定要藐视它，在一个一个的具体问题上我们一定要重视它。"
既不速胜论（"加把劲一次做完"），也不悲观论（"这超出了能力范围"）。
用 / 不用
用：
- 任务明显需要多轮、多会话才能完成
- 当前处于劣势：信息不够、基础设施不全、能力暂时不足
- 推进中遇到瓶颈，想放弃或想蛮干
- 别人催促速成，但你判断不可能
不用：
- 任务可以在当前会话内完成
- 解法已清晰，只缺执行 →
concentrate-forces - 处于某阶段的具体执行中，不需要重估战略
操作规程
- 客观评估：我方（资源、已有成果、弱点）与任务（规模、障碍、有利条件）。不夸大困难，也不低估。
- 判定阶段（只能选一个，指标见 phase-assessment-guide.md）：
- 战略防御：探索期，先站稳、积累认识（多用
investigation-first、spark-prairie-fire） - 战略相持：有基础但未突破，最难也最关键（积小胜为大胜，每个点上
concentrate-forces） - 战略反攻：条件成熟，全面推进
- 战略防御：探索期，先站稳、积累认识（多用
- 写本阶段唯一核心任务和禁止事项（防速胜 / 防悲观）。
- 给出局部进攻点：防御和相持期也必须有一个现在就能集中力量拿下的小目标。
- 设阶段转换条件与检查点：「当 [里程碑] 达成时转入 [下一阶段]；完成 [里程碑] 后重新评估。」
输出模板
当前阶段：战略防御 / 相持 / 反攻
判断依据：……
我方优势：…… 我方劣势：…… 关键障碍：……
本阶段核心任务（1 条）：……
本阶段禁止事项：……
局部进攻点（现在就做）：……
转入下一阶段的条件：当 …… 时
检查点：完成 …… 后重新评估
纪律
- 禁止在相持期消极等待；禁止因一两次小胜就宣布反攻。
- 阶段转化是渐进的，多个指标同时满足才算。
- 必要时战略退却保存实力，不蛮干。
交接
- 每阶段内的具体攻坚 →
concentrate-forces - 防御期建根据地 →
spark-prairie-fire - 阶段检查点 →
criticism-self-criticism
原著依据：original-texts.md
What ships with it
2 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
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 · -103 lines · +106 tokens per session 5d029cf04994
- 11d ago First seen · 167 lines · 105 tokens per session scan A 0c3c687a7aa8
protracted-strategy is a skill published in the GitHub repository HughYau/qiushi-skill (3,773 stars, last pushed 4d ago), licensed MIT. It adds 211 tokens to every session and 903 once invoked, about $0.0011 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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