lls-mirror-debate SKILL.md skillA
lls-mirror-debate from philrobinluo/ai-coevolution-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add philrobinluo/ai-coevolution-skills/lls-mirror-debate@git:20260728.74fc665Pins git:20260728.74fc665 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- philrobinluo/ai-coevolution-skills
- Path
skills/lls-mirror-debate/SKILL.md- Versions recorded
- 4
- Latest version
- git:20260728.74fc665, committed Jul 28, 2026
- First version recorded
- Jul 28, 2026
- Size
- 5,987 bytes
- Repository stars
- 4
- License
- a license file GitHub does not identify
把模糊纠结改写成可检验的决策命题，让支持方与反对方分别钢人化论证、公开假设、交叉质询证据，并把分歧转成可逆试验、监测指标和改变结论的条件。用于方案选择、公开策略、产品路线或资源投入的压力测试时；必须分开事实、推断和价值取舍，不制造虚构专家共识，不用平均主义折中替代明确判断。.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
<!-- workbuddy-install: published; slug: lls-mirror-debate --> ## 在 WorkBuddy 中找到并安装 **Skill slug：`lls-mirror-debate`** 在 WorkBuddy 新会话粘贴： ```text 请按 https://skillhub.cn/install/skillhub.md 检查 SkillHub，搜索 `lls-mirror-debate`；仅在 slug 完全一致时安装到 `~/.workbuddy/skills/`。安装后读取 `~/.workbuddy/skills/lls-mirror-debate/SKILL.md`，核对 name、version 和实际路径，然后新开会话触发该 Skill。 ``` 也可以打开左侧「技能」→「添加技能 / 查找技能」，搜索 `lls-mirror-debate` 后安装；界面文字可能随 WorkBuddy 版本变化。 # 罗老师照妖镜决策辩论 ## 目标 辩论不是表演两种语气，而是找到：双方各自依赖什么事实和价值、哪一条假设最脆弱、什么新证据会改变决定、能否用更小成本先验证。 ## 必要输入 ```text 待决策事项： 必须在何时决定： 可选方案： 不可接受结果： 已知事实与来源： 关键利益相关者： 预算、时间和可逆性： 用户当前倾向及原因： ``` ## 一、写成可辩论命题 命题包含动作、范围、时间和成功标准： - 模糊：要不要公开 Skill？ - 可辩：未来 60 天是否把经过质量门禁的 10 个原创 Skill 发布到独立公开仓，以下载、有效反馈和零隐私事故作为试验指标？ 范围不清时，正反双方谈的不是同一件事。 ## 二、建立共同事实底座 分四栏： - 已证实事实； - 有依据的推断； - 尚未验证的假设； - 价值偏好与风险容忍。 事实需要来源或读回；价值偏好不伪装成数据。 ## 三、双方钢人化 ### 支持方 提出该方案最强的因果链、适用条件、受益者、机会成本和可观察结果。 ### 反对方 提出最强的失败机制、不可逆损失、被忽略群体、替代方案和早期预警。 双方必须能复述对方观点到对方认可，再开始反驳。禁止把反方写成胆小、把正方写成冲动。 ## 四、交叉质询 每方回答： 1. 你的关键假设是什么？ 2. 哪项证据最弱？ 3. 什么事实会让你改变立场？ 4. 方案失败最可能通过哪条路径？ 5. 你忽略了谁的成本？ 6. 如果预算/时间减半，结论是否改变？ 7. 有没有更可逆的小试验？ 答案必须可检查，不用“视情况而定”结束。 ## 五、找核心分歧 把表面争论压缩成 1–3 个分歧，例如： - 对需求规模的判断不同； …
Read the whole file at its exact version.
How to install
mdr add philrobinluo/ai-coevolution-skills/lls-mirror-debate@sha256:f67be67be8f56007The line at the top of this page pins the label git:20260728.74fc665, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_ifbqab7eyi2qak44)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 4 versions of this file, all committed on Jul 28, 2026.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260728.74fc665 latest | 2026-07-28 | 74fc665 | 5,987 B | A | view · diff |
| git:20260728.7cf7926 | 2026-07-28 | 7cf7926 | 3,466 B | A | view · diff |
| v1.1.0 | 2026-07-28 | b17ce21 | 3,637 B | A | view · diff |
| v1.0.0 | 2026-07-28 | 540ced8 | 2,981 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (5987 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
philrobinluo/ai-coevolution-skills · 4 stars · license a license file GitHub does not identify · pushed 2026-09-09 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_ifbqab7eyi2qak44 GET https://markdownregistry.com/api/v1/resolve?ref=philrobinluo/ai-coevolution-skills/lls-mirror-debate GET https://markdownregistry.com/api/v1/blob/f67be67be8f560071af06e3112a3a76e060fe2539845f4591d1fbb60d2ba7f14
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.