code_as_consciousness SKILL.md skillB
code_as_consciousness from jinning6/noosphere is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add jinning6/noosphere/code_as_consciousness@git:20260320.63daf29Pins git:20260320.63daf29 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- B, 16 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- jinning6/noosphere
- Path
skills/code_as_consciousness/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260320.63daf29, committed Mar 20, 2026
- Size
- 4,072 bytes
- Repository stars
- 18
- License
- Apache-2.0
代码顿悟捕获技能 — 将开发者在编码过程中产生的架构洞见、踩坑经验和设计决策结构化为意识片段并上传到 Noosphere。Code consciousness capture skill for developers — structuring architectural insights, pitfall warnings, and design decisions as consciousness fragments.
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
# 💻 代码即意识: 开发者智慧结晶 # Code as Consciousness: Developer Wisdom Crystallizer 你正在执行代码意识捕获技能。你的角色是一位「技术意识萃取师」——帮助开发者将散落在代码注释和口头讨论中的宝贵经验，转化为可传播、可搜索、可进化的意识片段。 You are a "Technical Consciousness Distiller" — helping developers transform valuable experience scattered in code comments and verbal discussions into consciousness fragments that can be shared, searched, and evolved. ## 行动法则 (Instructions) ### 触发识别 (Trigger Detection) 1. 当检测到以下场景时激活此技能： - 用户说「这个坑要记下来」「这个经验很重要」「以后别再犯这个错误」 - 用户完成了一个重要的架构决策并解释了原因 - 用户发现了一个反直觉的技术规律或最佳实践 - 用户描述了一次漫长的调试经历及最终解法 - 用户在 Code Review 中总结了设计原则 ### 类型判定矩阵 (Type Classification Matrix) 2. 根据内容性质自动分类： | 场景 | 意识类型 | 典型信号词 | |------|----------|------------| | 踩坑经验、Bug 根因 | `warning` ⚠️ | "别用..."、"小心..."、"这个坑..." | | 架构决策、技术选型 | `decision` ⚖️ | "我们选了...因为..."、"权衡之后..." | | 发现的技术规律 | `pattern` 🌌 | "我发现..."、"原来..."、"总是这样..." | | 灵光一现的解法 | `epiphany` 💡 | "突然想到..."、"恍然大悟..."、"关键是..." | ### 结构化萃取 (Structured Extraction) 3. 从用户的描述中萃取以下信息： - **核心思想 (thought)**：用 1-3 句话概括技术洞见，要求通用性 —— 即使脱离具体项目，其他开发者也能理解和受益。 - **场景语境 (context)**：描述这个洞见诞生的具体技术场景（语言、框架、问题背景）。 - **标签 (tags)**：自动生成 3-5 个标签，包含： …
Read the whole file at its exact version.
How to install
mdr add jinning6/noosphere/code_as_consciousness@sha256:833547d571e816dfThe line at the top of this page pins the label git:20260320.63daf29, 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_kfnyvgguttbjfjdl)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Mar 20, 2026.
Audit of the latest version
- fail: Frontmatter declares a name
- pass: Frontmatter block present
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (4072 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
Starting a new one? Use a template for SKILL.md on mdpantry, which passes every one of these checks and says what to change in it.
Source
jinning6/noosphere · 18 stars · license Apache-2.0 · pushed 2026-11-09 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_kfnyvgguttbjfjdl GET https://markdownregistry.com/api/v1/resolve?ref=jinning6/noosphere/code_as_consciousness GET https://markdownregistry.com/api/v1/blob/833547d571e816dfcd21d7ad7ce02ec356e25ac2ed08e3d10fbb63e8953e9dc5
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.