skill-doctor SKILL.md skillA
skill-doctor from pengqianhan/ai-human-research-os is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add pengqianhan/ai-human-research-os/skill-doctor@git:20260914.cbf07f7Pins git:20260914.cbf07f7 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- pengqianhan/ai-human-research-os
- Path
research-skills-hub/collected-skills/skill-doctor/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260914.cbf07f7, committed Sep 14, 2026
- Size
- 9,812 bytes
- Repository stars
- 3
- License
- MIT
Grades agent skills by scoring agent conversations against efficiency and code-quality rubrics, then drafts concrete skill edits and a shareable report. Use when the user wants their agent setup graded from real conversation history, or asks which of their installed skills are actually working.
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
# skill-doctor Grade the user's agent setup by scoring recent local agent conversations, then propose concrete skill edits and render one shareable report page. The report can cover conversations in the current repository, conversations in selected projects, or all local conversations. It can evaluate project skills alone or project and global skills together. Everything runs locally. Never upload transcripts, session files, or any excerpt of them anywhere. The only shareable artifact is the report the user chooses to post. Let `SKILL_ROOT` be the directory containing this SKILL.md. ## Step 0: Start the run ### Verify the executing harness Read `$SKILL_ROOT/references/supported-harnesses.md` and identify the harness executing this skill from the runtime context. If it is unsupported or cannot be identified confidently, follow the reference's stop behavior. Do not create a report directory or read conversation history. ### Ask which conversations to grade First check whether the current directory is inside a git repository: ```bash git rev-parse --show-toplevel ``` Use the harness's user-question tool when available. …
Read the whole file at its exact version.
How to install
mdr add pengqianhan/ai-human-research-os/skill-doctor@sha256:2cd9eb4d0a707320The line at the top of this page pins the label git:20260914.cbf07f7, 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_oizrodvqgrgsf2pq)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Sep 14, 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 (9812 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
pengqianhan/ai-human-research-os · 3 stars · license MIT · pushed 2026-10-19 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_oizrodvqgrgsf2pq GET https://markdownregistry.com/api/v1/resolve?ref=pengqianhan/ai-human-research-os/skill-doctor GET https://markdownregistry.com/api/v1/blob/2cd9eb4d0a707320211e536456bb541eb7d737388f559bb2688bdcf50dcd512b
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.
More from pengqianhan/ai-human-research-os
Every file in pengqianhan/ai-human-research-os