personal-ai-operations-review SKILL.md skillA
personal-ai-operations-review from ooooooooooooooooooop/agent-tools is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add ooooooooooooooooooop/agent-tools/personal-ai-operations-review@git:20260914.236c584Pins git:20260914.236c584 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- ooooooooooooooooooop/agent-tools
- Path
skills/personal-ai-operations-review/SKILL.md- Versions recorded
- 5
- Latest version
- git:20260914.236c584, committed Sep 14, 2026
- First version recorded
- Aug 28, 2026
- Size
- 6,523 bytes
- Repository stars
- 4
- License
- MIT
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。.
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
# Personal AI 运维复查 ## 适用范围 用于已经完成建设、进入 `OPERATIONS MODE` 的 Personal AI Infrastructure。目标是回答“系统现在是否正常、哪些问题需要人处理、哪些只是已知外部阻塞”。 优先复用现有 Control Plane、Governance、Durability、Memory、Model/Trace、Harness Adapter 与 Personalization Calibration 的真实输出；不要重新实现底层检查。 ## 不适用 - 不用于设计新的 Architecture Phase、重构 Control Plane、替换 MemoryProvider 或新增基础设施。 - 不用于直接批准 model admission、修改 routing/default model/preference、删除 provider/plugin/memory、清 Git 历史或处理其他 canonical mutation。 - 不把 `BLOCKED`/`DEGRADED` 自动视为系统失败；先判断它是否是治理系统正确暴露的真实约束。 - 用户明确要求实施某个 change 时，先转入既有 `Need → Impact → Proposal → Implementation → Verification → Regression` 流程，不在本 Skill 内静默执行。 - 不在普通任务中自动执行完整巡检。 ## 核心契约：Evidence Freshness & Cause-aware Classification ### 1. Evidence Freshness 契约 每个运维域必须同时输出： - `status`: `HEALTHY` / `DEGRADED` / `BLOCKED` / `UNKNOWN` - `evidence_state`: `CURRENT` / `LAST_KNOWN` / `UNAVAILABLE` 语义： - **CURRENT**：本轮成功执行真实检查。 - **LAST_KNOWN**：本轮实时检查不可用/失败，只能读取历史 verified evidence / baseline report。 - **UNAVAILABLE**：既无当前证据，也没有足够可信的历史证据。 - **严禁**：`LAST_KNOWN` 冒充 `CURRENT`；严禁在只有历史快照时宣称“与基线持平”。 ### 2. 检查失败与沙箱限制处理 - 检查脚本遇到 not found / permission denied / sandbox denied / timeout / path inaccessible 时： …
Read the whole file at its exact version.
How to install
mdr add ooooooooooooooooooop/agent-tools/personal-ai-operations-review@sha256:aad944a3b3557e6eThe line at the top of this page pins the label git:20260914.236c584, 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_hh3otpuwfj3rgkkd)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Aug 28, 2026 and Sep 14, 2026, about one every 4 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260914.236c584 latest | 2026-09-14 | 236c584 | 6,523 B | A | view · diff |
| git:20260828.e04d124 | 2026-08-28 | e04d124 | 6,523 B | A | view · diff |
| git:20260828.055992f | 2026-08-28 | 055992f | 8,936 B | A | view · diff |
| git:20260828.a2d654e | 2026-08-28 | a2d654e | 8,865 B | A | view · diff |
| git:20260828.cf6f6b0 | 2026-08-28 | cf6f6b0 | 6,516 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 (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
ooooooooooooooooooop/agent-tools · 4 stars · license MIT · pushed 2026-10-23 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_hh3otpuwfj3rgkkd GET https://markdownregistry.com/api/v1/resolve?ref=ooooooooooooooooooop/agent-tools/personal-ai-operations-review GET https://markdownregistry.com/api/v1/blob/aad944a3b3557e6e1b36b73332b5098e07d69ebf399dab95b7fcc1ba56caabbe
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.
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