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 spark-prairie-firegit 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/spark-prairie-fire)<a href="https://agentmods.dev/skills/hughyau/qiushi-skill/spark-prairie-fire"><img src="https://agentmods.dev/badge/skills/hughyau/qiushi-skill/spark-prairie-fire/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/spark-prairie-fire"><img src="https://agentmods.dev/badge/skills/hughyau/qiushi-skill/spark-prairie-fire.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 | $0.00217 | $0.00888 |
| Opus 5 | $0.00109 | $0.00444 |
| Sonnet 5 | $0.00043 | $0.00178 |
| Haiku 4.5 | $0.00022 | $0.00089 |
Grade A, and why
spark-prairie-fire 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 5d 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
星火燎原
"现在虽只一点小小的力量，但是它的发展会是很快的。" —— 《星星之火，可以燎原》
小不等于没前途；关键是建根据地，不做流寇。
用 / 不用
用：
- 从零开始一个新项目、新领域、新能力
- 资源极度有限，大目标看起来不可能
- 正在做很多零散的事但没有积累
- 需要用最小投入验证一个想法
不用：
- 已有稳固基础，处于扩展阶段
- 用户已明确切入点，只需执行
- 修改现有系统：现有代码就是根据地
操作规程
- 评估客观条件：需求是否真实存在（有没有干柴）？环境是否允许发展？方向对不对？有没有哪怕很小的可依托基础？条件不足 → 先
investigation-first或调整方向，不急于动手。 - 选根据地：一个具体切入点，满足四要素：核心功能可靠、可复用、有明确扩展路径、经验证稳固。选你最有优势、最能站稳的地方。
- 扎根：在这一点做深，产出可复用的基础设施与认识。
- 流寇主义检查（每次扩展前必须通过）：
- 上一个切入点已验证稳固？
- 这次扩展是从根据地自然延伸，不是跳跃？
- 新增内容可复用，不是一次性的？
- 三步路线图：只规划三步，每步有成功标志，前一步稳固后才走下一步。
输出模板
条件评估：需求真实 [是 / 否 / 不确定]，依据 ……；可依托基础 ……；主要障碍 ……
结论：具备发展条件 / 条件不足，需先 ……
根据地：……
- 我在这里的优势：……
- 能站稳的证据：……
- 向外扩展的路径：……
路线图：
第 1 步：…… → 成功标志：……
第 2 步：…… → 成功标志：……（第 1 步稳固后）
第 3 步：…… → 成功标志：……（第 2 步稳固后）
纪律
- 禁止根据地未稳就扩张；禁止不断换方向浅尝辄止。
- 既反悲观（"这点资源做不了什么"），也反冒险（"先干起来再说，到处出击"）。
交接
- 根据地上集中力量 →
concentrate-forces - 每步扩展的验证 →
practice-cognition - 纳入长期阶段框架 →
protracted-strategy
原著依据：original-texts.md
What ships with it
1 file 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.
- 5d ago Changed · -94 lines · +119 tokens per session 6869432d9174
- 13d ago First seen · 161 lines · 98 tokens per session scan A 49edc2d4b1ad
spark-prairie-fire is a skill published in the GitHub repository HughYau/qiushi-skill (3,774 stars, last pushed 6d ago), licensed MIT. It adds 217 tokens to every session and 888 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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