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 ace3000chao/book2startup --skill f21git clone --depth 1 https://github.com/ace3000chao/book2startupWrote 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/ace3000chao/book2startup/f21)<a href="https://agentmods.dev/skills/ace3000chao/book2startup/f21"><img src="https://agentmods.dev/badge/skills/ace3000chao/book2startup/f21/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/ace3000chao/book2startup/f21"><img src="https://agentmods.dev/badge/skills/ace3000chao/book2startup/f21.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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 | $0.00139 | $0.02067 |
| Opus 5 | $0.00069 | $0.01033 |
| Sonnet 5 | $0.00028 | $0.00413 |
| Haiku 4.5 | $0.00014 | $0.00207 |
Grade A, and why
f21-mindless-freedom 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 9d 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.
How it starts
The opening of the file, as written. The whole thing — 144 lines — stays where its author put it; the contents beside it link to each section on GitHub.
断绝思虑逍遥框架
R — 原文 (Reading)
"斗室中,万虑都捐,说甚画栋飞云、珠帘卷雨;三杯后,一真自得,唯知素琴横月、短笛吟风。"
— 洪应明, 断绝思虑 光风霁月
I — 方法论骨架 (Interpretation)
这是极简减法操作法——不是增加什么来获得自由,而是减少什么来获得自由。
核心公式:简到极致 = 真境
三个递减层次:
- 万虑都捐:把一切忧虑、挂碍、算计全部清除。不是选择性放下,是全部捐出。
- 环境降到最低:不需要画栋飞云的豪宅,斗室(小屋)就够了。
- 欲望降到最低:不需要锦衣玉食,三杯淡酒、一把琴、一支笛就够了。
推论:真正的快乐和自由,不需要复杂的条件。条件越复杂,离真越远。这与"成功需要很多资源"的常识相反——真正的逍遥,是有勇气和能力过简单生活的人才能达到的境界。
A1 — 书中的应用 (Past Application)
案例 1: 刘禹锡《陋室铭》
- 问题: 刘禹锡被贬官,居于破旧陋室,物质条件极差
- 方法论的使用: 他没有追求更好的物质条件,而是以"斯是陋室,惟吾德馨"自处——物质简陋但精神充实
- 结论: 环境简陋不等于内心简陋,心正则境不陋
- 结果: 《陋室铭》成为千古名篇,"陋室"成为高洁志趣的象征
案例 2: 陶渊明桃花源记
- 问题: 陶渊明身处乱世,仕途不得志,对现实政治失望
- 方法论的使用: 他不是去改造现实或谋取更高的官职,而是彻底"断绝思虑"——归隐田园,过最简单的农耕生活
- 结论: "桃源犬吠,桑间鸡鸣"——最淳朴的生活才是真境
- 结果: 陶渊明成为中国隐逸文化的精神偶像,其诗歌开创了田园诗派
案例 3: 姜子牙钓鱼愿者上钩
- 问题: 姜子牙空有一身才华,却长期无人赏识,处境困顿
- 方法论的使用: 他没有拼命钻营或自我推销,而是"以静制动"——在江边钓鱼,静待时机
- 结论: 不需要主动追逐,最简单的存在方式即可
- 结果: 最终遇到周文王,成就一番功业
A2 — 触发场景 (Future Trigger) ★
用户会在什么情境下需要这个 skill?
- 思维反刍循环:对某件事反复思考停不下来(睡前/凌晨/休息时),严重影响睡眠和情绪
- 条件依赖症:总觉得"等我有了XX条件就能开始了"——买了设备/租了办公室/请了人,但实际上行动力仍然为零
- 选择瘫痪:面对太多选项(职业选择/投资决策/人生方向),反而无法行动
- 精神消耗过度:总觉得累,但说不出具体在累什么;无法真正放松
语言信号 (用户的话里出现这些就应激活)
- "我脑子停不下来,一直在想同一件事"
- "想太多做不下去"
- "怎么才能真正放下"
- "等我有了XX就能……"(条件依赖句式)
- "我需要好好想想"(但已经想了很久)
- "每天脑子里装太多东西了"
- "感觉被压得喘不过气"
- "我现在状态不对,需要调整"
与相邻 skill 的区分
- 与
f19 忙里偷闲 闹中取静的区别:f19是在忙乱中保持节奏(资源管理),本框架是彻底清空(减法革命) - 与
f12 一念转魔成佛框架的区别:f12是在情绪腾沸的瞬间"转念",本框架是系统性的"万虑都捐"
E — 可执行步骤 (Execution)
当 skill 被激活后, agent 应按以下步骤执行:
-
识别"条件清单"
- 完成标准: 用户列出"我认为做成X事需要的所有条件",然后逐条问自己:"如果没有这条,我真的做不成吗?"——大多数条件答案是"其实没有也行"
-
执行"减法三问"
- 完成标准: 用户回答三个问题: a. "我现在最不需要担心的一件事是什么?"(挑最大的那个放下) b. "我一直在想的那件事,1年后还重要吗?"(如果否,现在为什么要想?) c. "如果我现在一无所有,只能留一件事,留什么?"(找到真正的核心)
- 判停条件: 若用户处于真实匮乏状态(基本生存需求未满足),则先满足基本需求,不要强行"减法"
-
设定"最小可执行单元"
- 完成标准: 基于步骤2的发现,用户确定一个"不需要任何条件,现在就能开始"的最小的行动
B — 边界 (Boundary) ★
不要在以下情况使用此 skill
- 用户正处于真实危机或紧急情况(需要行动,而不是放下)——应该用
f33 不动声色应变框架 - 用户的基本生活需求未得到满足(缺钱/缺安全感),强行"万虑都捐"是自欺欺人
- 需要深度思考的创造性工作(写方案/策划/学习)——此时不应减法,而应用f19管理节奏
- 抑郁症患者过度思考——需要专业干预,不是减法能解决的
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.
- 9d ago First seen · 144 lines · 139 tokens per session scan A 3c4312b74d8d
f21-mindless-freedom is a skill published in the GitHub repository ace3000chao/book2startup (80 stars, last pushed 4mo ago), licensed MIT. It adds 139 tokens to every session and 2,067 once invoked, about $0.0007 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 2026-09-03.
Other skills, from other repositories
reducing-entropy
Minimize total codebase size through ruthless simplification. Measure success by final code amount, not effort. Bias toward deletion.
orbit-notion
Open Orbit briefing skill — selected by the Orbit pipeline when Notion is the user's only connected connector, or when the user explicitly scopes their daily digest to Notion. Pulls the past 24 hours of document edits, comments, mentions, and database row changes from the user's authenticated Notion connection and…
agentmail
Use your assigned AgentMail inbox to read email tasks, explicitly send or reply, and check delivery. Provided automatically by your inbox assignment.
Cortex
Operate Cortex, the LifeOS memory system — the typed Knowledge Archive (People, Companies, Ideas, Research with typed related: links) plus recall of prior work sessions, ISAs, and conversations. Search, add, harvest, develop, ingest, distill, graph-navigate, recall. USE WHEN cortex, knowledge, knowledge base, search…
pinchtab-mcp
Use this skill when a task requires browser automation through PinchTab's MCP server connected to a remote browser instance. Covers navigation, element interaction, data extraction, form filling, multi-step flows, and session management via MCP tools.
feishu
Work with Feishu or Lark bots, docs, sheets, bitables, approval flows, and OpenAPI/MCP setup without hardcoding credentials.