build-personal-skill SKILL.md skillA
build-personal-skill from thu-maic/openmaic is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add thu-maic/openmaic/build-personal-skill@git:20260827.0462157Pins git:20260827.0462157 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- thu-maic/openmaic
- Path
skills/agent-runtime/build-personal-skill/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260827.0462157, committed Aug 27, 2026
- Size
- 2,798 bytes
- Repository stars
- 42,430
- License
- MIT
Evidence-based creation of a reusable personal course-making Skill from the user's own classroom and chat history. Use when the user asks to summarize, analyze, or learn from their past course-making records/history and create a personal, exclusive, or reusable Skill, such as “总结我的做课记录，给我做个专属 Skill” or “从我过去的课程和对话里提炼一个个人技能”.
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
# Build a personal Skill Derive reusable instructions from the user's evidence. Do not decide their preferences in advance. ## Workflow 1. Call `search_classrooms` and `search_chats` with an empty query to inventory the history. Page further when `hasMore` is true and more candidates could change the sample. 2. Choose a representative spread of classrooms and chats by topic, format, time, and outcome—not merely the newest records. 3. Use `read_classroom` and `read_chat` to inspect the selected evidence. Read relevant sections and continue their pagination until the needed sample is complete. 4. State provisional patterns as hypotheses. Run narrower searches to find confirming and disconfirming examples; read those results before concluding. 5. Call `ask_user` to show the evidence-backed hypotheses and ask the user to correct, prioritize, or reject them. Ask at least once unless the user explicitly says not to ask follow-up questions. The answer continues this authorized Skill-creation workflow. 6. If the answer exposes a gap, search or read again. If evidence remains insufficient, say what is missing and ask the user; never fabricate a preference. …
Read the whole file at its exact version.
How to install
mdr add thu-maic/openmaic/build-personal-skill@sha256:5c1bef5c9e768cc4The line at the top of this page pins the label git:20260827.0462157, 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_pltqnl7mgqjudwrd)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Aug 27, 2026.
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 (2798 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
thu-maic/openmaic · 42,430 stars · license MIT · pushed 2026-11-02 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_pltqnl7mgqjudwrd GET https://markdownregistry.com/api/v1/resolve?ref=thu-maic/openmaic/build-personal-skill GET https://markdownregistry.com/api/v1/blob/5c1bef5c9e768cc416b3139df911adc25db089def5f8bb7e6fcb6af8f0aa1091
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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