skill-review SKILL.md skillA
skill-review from pillumina/ascend-sleuth is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add pillumina/ascend-sleuth/skill-review@git:20261030.0194eb5Pins git:20261030.0194eb5 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- pillumina/ascend-sleuth
- Path
skills/skill-review/SKILL.md- Versions recorded
- 5
- Latest version
- git:20261030.0194eb5, committed Oct 30, 2026
- First version recorded
- Sep 10, 2026
- Size
- 10,483 bytes
- Repository stars
- 5
- License
- MIT
对一个 skill（默认 diagnose）做**质量与体验**审视：静态审计 / 扰动实验 / 盲辨与走查 / 坏路径体验 / 注意力预算 五个视角，产出评审报告（落 proposals/reviews/）与可选改进建议。 **不做 CI 硬门**——体验是判断性规范，硬门化等于假硬化。用户显式要求"审视某个 skill 的 质量/体验""诊断用起来是不是很机械/哪里别扭"时使用。.
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
# Skill Review（质量与体验审视） > **定位**：`eval/` 管**正确性**（golden / S2：答对了没有）与**交互回归**（ixn：该问的问了没有）； > 本 skill 管**质量与体验**——机械感、摩擦、坏路径、注意力预算。三者互补，不替代。 > 产出是**建议**，不是闸门。参数自包含，不依赖 `docs/` 也能执行。 ## 何时用 > **不由内容流程自动触发**：issue-ingest / to-postmortem / to-reference / knowledge-groom 的收尾走的是 > `/skill:evolve-check`（轻量，无信号即止）；`evolve-check` 的 T8 只**累积**体验信号、不跑本协议。 > 本协议只有三条触发路径：**用户显式要求** / **`self-evolve` 深度轮按目标转接** / **大改某个 skill 之后**（建议，非强制）。 > 且它是 `disable-model-invocation: true`——agent 不会自发拉起。 - 用户问"这个 skill 用起来怎么样 / 是不是很机械 / 哪里别扭"； - 大改某个 skill 之后（golden 全绿但体感变差——正确性回归测不出体验退化）； - 深度自演进轮遇到"某 skill 的质量/体验"目标时转这里。 ## 不做什么（边界，先读） - **不进 CI**：体验是判断性规范，机器判不了（可机械检查 + 确定性后果 + 反复复发三条都不满足）。 把它做成硬门 = 假硬化，比没有检查更坏——它制造虚假的安全感。强度如实标注为"判断"。 - **不替代 golden / S2 / ixn**：那三个管正确性与交互**回归**；本 skill 的结论不推翻它们，也不被它们替代。 - **不作为验收证据**：pilot 级样本（每格 1–3 次）只作方向性判据，报告必须写清样本量。 - **不自动改 skill**：发现该改的，用 `python3 scripts/evolve_intake.py record …` 落记录（按部署声明落卡或台账），走既有流程（建议与决定分离）。 - **不给自己开后门**：本协议自身的改动与其他 skill 同等（走 methodology PR + 双签，不因"它是评审者"而降级）， 且每轮审视的**首个动作**是先用**档 0 审自己**——本文件的篇幅/强制词/预算档是否还成立。 ## 预算分档（先选档，再动手——**别默认跑全套**） | 档 | 花什么 | 跑哪些 | 什么时候值得 | |---|---|---|---| …
Read the whole file at its exact version.
How to install
mdr add pillumina/ascend-sleuth/skill-review@sha256:77eafc062bab6a40The line at the top of this page pins the label git:20261030.0194eb5, 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_enj6bzu3atcxplp3)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Sep 10, 2026 and Oct 30, 2026, about one every 12 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261030.0194eb5 latest | 2026-10-30 | 0194eb5 | 10,483 B | A | view · diff |
| git:20260913.0e975d5 | 2026-09-13 | 0e975d5 | 10,369 B | A | view · diff |
| git:20260910.5a23bfd | 2026-09-10 | 5a23bfd | 10,317 B | A | view · diff |
| git:20260910.c41340d | 2026-09-10 | c41340d | 10,042 B | A | view · diff |
| git:20260910.d634f39 | 2026-09-10 | d634f39 | 8,204 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 (10483 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
pillumina/ascend-sleuth · 5 stars · license MIT · pushed 2026-11-06 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_enj6bzu3atcxplp3 GET https://markdownregistry.com/api/v1/resolve?ref=pillumina/ascend-sleuth/skill-review GET https://markdownregistry.com/api/v1/blob/77eafc062bab6a40067505febd3157f38f36acf292c4b4d257cca09dfbe532a8
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.
More from pillumina/ascend-sleuth
Every file in pillumina/ascend-sleuth