ooooooooooooooooooop/personal-ai · skills/personal-ai-operations-review/SKILL.md

personal-ai-operations-review skillA

personal-ai-operations-review is agent-read markdown (skill) from ooooooooooooooooooop/personal-ai: 对已进入 OPERATIONS MODE 的 Personal AI / DSH 基础设施做只读运维复查：聚合 governance、durability、aic drift、proposal、memory/model/routing 与 personalization 行为监控（纠正率/重复纠正/选择泄漏），区分 NO ACTION、REVIEW、ACTION REQUIRED 与 EXTERNAL BLOCKER；用于日常健康检查、异常复盘、升级前检查，或用户询问“系统现在健康吗/需要管什么/AI 最近是不是又变难用了/个性化有没有退化”时。默认不修改 canonical，不为变绿而静默修复。.

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add ooooooooooooooooooop/personal-ai/personal-ai-operations-review@git:20260914.236c584
Exact content
mdr add ooooooooooooooooooop/personal-ai/personal-ai-operations-review@sha256:aad944a3b3557e6e

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_3r2yeiltyll6vmm7.svg)](https://markdownregistry.com/a/art_3r2yeiltyll6vmm7)

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Versions

versioncommittedcommitsizeaudit
git:20260914.236c584 latest2026-09-14 236c584 6,523 BA view · diff
git:20260828.e8a5f6f2026-08-28 e8a5f6f 6,523 BA view · diff
git:20260828.0ae0f142026-08-28 0ae0f14 8,936 BA view · diff
git:20260828.39482382026-08-28 3948238 8,865 BA view · diff
git:20260828.4d228492026-08-28 4d22849 6,516 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (6523 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

GitHub

ooooooooooooooooooop/personal-ai · 3 stars · license MIT · pushed 2026-09-15 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_3r2yeiltyll6vmm7
GET https://markdownregistry.com/api/v1/resolve?ref=ooooooooooooooooooop/personal-ai/personal-ai-operations-review
GET https://markdownregistry.com/api/v1/blob/aad944a3b3557e6e1b36b73332b5098e07d69ebf399dab95b7fcc1ba56caabbe