AGENTS.md@src/observeA

AGENTS.md@src/observe from lizhiyao/oh-my-knowledge is an AGENTS.md file: the standing instructions coding agents read in that repo.

Install it, pinned
mdr add lizhiyao/oh-my-knowledge/src/observe/AGENTS.md@git:20261103.d757f3b

Pins git:20261103.d757f3b in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 14 of 14 checks passed
Kind
AGENTS.md file
Repository
lizhiyao/oh-my-knowledge
Path
src/observe/AGENTS.md
Versions recorded
1
Latest version
git:20261103.d757f3b, committed Nov 3, 2026
Size
1,170 bytes
Repository stars
24
License
MIT

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

# Observe 领域规则

本文件补充仓库根 `AGENTS.md`,适用于 `src/observe/`。本层把真实运行轨迹投影为 source-neutral evidence,不把观测信号冒充因果结论。

## 领域不变量

- `prompts/llm-enhanced-review.prompt.md` 的 observe LLM 增强复盘 prompt 属于测量学不变量,由 `test/measurement-governance/prompt-registry-freeze.test.ts` 冻结。
- trace、experience 和 inbox 必须保留来源、时间与关联身份;投影可以派生视图,但不能覆盖原始证据。

## Code Review Rules

- 必须拦截增强复盘 prompt 的非预期字节漂移。安全路径:保持冻结文本;确需改变 `runtimeAssessment` 可比性时,同步版本、冻结登记和 `BREAKING-COMPARABILITY` 说明。
- 必须拦截丢失 provenance、合并不同来源身份或把启发式信号表述为已证实事实。安全路径:保留 source-neutral 原始证据,以显式派生字段表达分析结果和不确定性。
- 必须拦截轮询、子进程、缓存或订阅在成功、失败和中断路径上的资源泄漏。安全路径:集中管理生命周期,并覆盖取消、终止与 cleanup 测试。

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add lizhiyao/oh-my-knowledge/src/observe/AGENTS.md@sha256:bdfb56936e1ee40e

The line at the top of this page pins the label git:20261103.d757f3b, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_gnfyuxiywi4p4fra.svg)](https://markdownregistry.com/a/art_gnfyuxiywi4p4fra)

2 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 1 version of this file, committed on Nov 3, 2026.

versioncommittedcommitsizeaudit
git:20261103.d757f3b latest2026-11-03 d757f3b 1,170 BA view

Audit of the latest version

A  14 of 14 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Size between 200 bytes and 200 KB (1170 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

lizhiyao/oh-my-knowledge · 24 stars · license MIT · pushed 2026-11-08 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_gnfyuxiywi4p4fra
GET https://markdownregistry.com/api/v1/resolve?ref=lizhiyao/oh-my-knowledge/src/observe/AGENTS.md
GET https://markdownregistry.com/api/v1/blob/bdfb56936e1ee40eb92bce0d45adb820666916541583d2d38e4e844f176ef038

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: how to write a good AGENTS.md · AGENTS.md vs CLAUDE.md · which agent file does what.

More from lizhiyao/oh-my-knowledge

omk SKILL.md skill
lizhiyao/oh-my-knowledge · .agents/skills/omk/SKILL.md · OMK(Observe. Measure. Know.)让 AI 应用的知识改动有据可依。帮助用户从历史知识完成当前任务,保留适用条件、不同立场与来源;也支持观测真实表现、受控测量 prompt / RAG / skill / agent…
git:20261107.0dedca2 · audit A · 24 stars
AGENTS.md AGENTS.md file
lizhiyao/oh-my-knowledge · AGENTS.md
git:20261107.d65336f · audit A · 24 stars
CLAUDE.md CLAUDE.md file
lizhiyao/oh-my-knowledge · CLAUDE.md
git:20260516.8539e80 · audit A · 24 stars
DESIGN.md DESIGN.md file
lizhiyao/oh-my-knowledge · DESIGN.md · Studio 当前实现的设计基线;品牌紫与专注阅读贯通外壳、观测列表、知识工作台和有明确证据边界的评测报告。
git:20261101.305b362 · audit B · 24 stars
repo-answerer SKILL.md skill
lizhiyao/oh-my-knowledge · examples/agent-runtime/skills/repo-answerer/SKILL.md · Minimal repository answerer used as the control variant.
git:20260902.c0ab3ed · audit A · 24 stars
repo-navigator SKILL.md skill
lizhiyao/oh-my-knowledge · examples/agent-runtime/skills/repo-navigator/SKILL.md · Repository navigation skill for project-level runtime context.
git:20260619.dd3bb69 · audit A · 24 stars
echo-assistant SKILL.md skill
lizhiyao/oh-my-knowledge · examples/custom-executor/skills/echo-assistant/SKILL.md · Minimal skill used to demonstrate the custom executor protocol.
git:20260619.dd3bb69 · audit B · 24 stars
context-answerer SKILL.md skill
lizhiyao/oh-my-knowledge · examples/rag-eval/skills/context-answerer/SKILL.md · Minimal context answerer used as the control variant.
git:20260902.c0ab3ed · audit B · 24 stars
rag-answerer SKILL.md skill
lizhiyao/oh-my-knowledge · examples/rag-eval/skills/rag-answerer/SKILL.md · RAG answerer that only answers from supplied context.
git:20260619.dd3bb69 · audit A · 24 stars
release-checklist SKILL.md skill
lizhiyao/oh-my-knowledge · examples/skill-map-showcase/skills/release-checklist/SKILL.md · Minimal release checklist used as the control variant.
git:20260902.c0ab3ed · audit A · 24 stars
release-readiness SKILL.md skill
lizhiyao/oh-my-knowledge · examples/skill-map-showcase/skills/release-readiness/SKILL.md · Release readiness reviewer that turns a skill folder into a visible Skill Map.
git:20260619.dd3bb69 · audit A · 24 stars
AGENTS.md@src/cli AGENTS.md file
lizhiyao/oh-my-knowledge · src/cli/AGENTS.md
git:20260903.08c59f3 · audit A · 24 stars

Every file in lizhiyao/oh-my-knowledge

Browse by kind, by grade A, or by owner.