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 yunshu0909/yunshu_skillshub --skill thought-mininggit clone --depth 1 https://github.com/yunshu0909/yunshu_skillshubWrote 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/yunshu0909/yunshu_skillshub/thought-mining)<a href="https://agentmods.dev/skills/yunshu0909/yunshu_skillshub/thought-mining"><img src="https://agentmods.dev/badge/skills/yunshu0909/yunshu_skillshub/thought-mining/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/yunshu0909/yunshu_skillshub/thought-mining"><img src="https://agentmods.dev/badge/skills/yunshu0909/yunshu_skillshub/thought-mining.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 | $0.00051 | $0.00674 |
| Opus 5 | $0.00026 | $0.00337 |
| Sonnet 5 | $0.00010 | $0.00135 |
| Haiku 4.5 | $0.00005 | $0.00067 |
Grade A, and why
thought-mining 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 11d 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
思维挖掘助手
触发方式
当用户说类似以下内容时触发：
- "我想写一篇关于 XX 的文章"
- "帮我整理一下我的想法"
- "我有一些零散的思考，帮我记下来"
- "/thought-mining" 或 "/思维挖掘"
流程概览
| 阶段 | 名称 | 目标 | 详细文件 |
|---|---|---|---|
| 1 | 思维挖掘 | 把零散想法倒出来，记录成洞察点 | stages/01-mining.md |
| 2 | 选题确定 | 从洞察中找核心观点，确定文章方向 | stages/02-topic.md |
| 3 | 观点验证 | 联网搜索，验证理解是否正确 | stages/03-validation.md |
| 4 | 写作辅助 | 检查逻辑、润色文字、找金句 | stages/04-writing.md |
| 5 | 最终审核 | 发布前的最后检查 | stages/05-review.md |
调度规则
如何判断当前阶段：
- 进入阶段1 — 用户刚开始，还没有洞察文件
- 进入阶段2 — 用户说"差不多了"或洞察数量达到15-20个
- 进入阶段3 — 用户确认"这个方向对，可以写"
- 进入阶段4 — 用户确认"逻辑没问题，可以开始写"
- 进入阶段5 — 用户说"差不多定稿了"
每个阶段开始时：
- 告诉用户当前在哪个阶段
- 读取对应的阶段文件，按照里面的步骤执行
文件结构
stages/
├── 01-mining.md # 思维挖掘的详细步骤
├── 02-topic.md # 选题确定的详细步骤
├── 03-validation.md # 观点验证的详细步骤
├── 04-writing.md # 写作辅助的详细步骤
└── 05-review.md # 最终审核的详细步骤
templates/
├── insights-template.md # 洞察记录模板
└── writing-record-template.md # 写作记录模板
examples/
└── claude-skills-case.md # 完整案例参考
注意事项
- 不要急着给结构，先让用户倒干净
- 记录时保留用户的原话风格
- 提问要自然，像朋友聊天
- 用户可以随时说"继续问我"或"我们停一下"来控制节奏
- 每个阶段结束后，告诉用户下一步做什么
What ships with it
8 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.
- 11d ago First seen · 73 lines · 51 tokens per session scan A 929dc0e954e4
thought-mining is a skill published in the GitHub repository yunshu0909/yunshu_skillshub (757 stars, last pushed 1mo ago), licensed MIT. It adds 51 tokens to every session and 674 once invoked, about $0.0003 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.
Other skills, from other repositories
systematic-debugging
Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes.
local-ai-agents
Build local-first AI agents that run entirely on a developer workstation with Microsoft Foundry Local and Qwen function-calling models. Covers Small Language Models (SLMs), the OpenAI-compatible local endpoint, sandboxed local tools, local RAG with Chroma, local MCP servers, hybrid cloud/local routing, and the…
next-cache-components-adoption
Turn on Cache Components in a Next.js app and resolve the blocking routes it surfaces. Use when the user wants to enable, adopt, or migrate to Cache Components, flip the cacheComponents flag, work through a flood of blocking-prerender / instant validation errors, run the cache-components-instant-false codemod, or…
insight-error-page
Write or audit an insight-kind error page for the Next.js dev overlay. Use when creating a new errors/ .mdx page, auditing an existing one, or checking that a page matches the framework fix cards. Covers page structure, title alignment, FixCard cards with Copy prompt button, code snippets, terminology verification…
next-cache-components-optimizer
Drive a Next.js route to instant navigation by setting up an agentic loop, under Cache Components / PPR, on initial load (hard navigation) and client-side navigation (soft navigation). Encode the goal as a failing @next/playwright instant() e2e and work it to green, one verified route at a time; the shipped test then…
next-partial-prefetching-adoption
Turn on Partial Prefetching in a Next.js app and work through the insights it surfaces. Use when the user wants to enable or adopt Partial Prefetching, flip the partialPrefetching flag, opt routes in with export const prefetch = 'partial', audit Link prefetch={true} behavior, preserve existing prefetched UI with…