implement SKILL.md skillA
This file is byte-identical to the first copy the registry indexed. Same content hash, so the same checks give both the same grade.
implement 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/implement@git:20261014.5f6523dPins git:20261014.5f6523d 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/mattpocock-skills/engineering/implement/SKILL.md- Versions recorded
- 2
- Latest version
- git:20261014.5f6523d, committed Oct 14, 2026
- First version recorded
- Jul 15, 2026
- Size
- 622 bytes
- Repository stars
- 3
- License
- MIT
Implement a piece of work based on a spec or set of tickets.
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
Implement the work described by the user in the spec or tickets. If the user passes a ticket reference, fetch it from the issue tracker and state its title before starting. If the reference is ambiguous, ask. Call the Skill tool with "tdd" where possible, at pre-agreed seams. Run typechecking regularly, single test files regularly, and the full test suite once at the end. Once done, call the Skill tool with "code-review" to review the work. Commit your work to the current branch.
Read the whole file at its exact version.
How to install
mdr add pengqianhan/ai-human-research-os/implement@sha256:483bdc4ccf4ac31dThe line at the top of this page pins the label git:20261014.5f6523d, 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_psg62ebc4xjkdmk2)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Jul 15, 2026 and Oct 14, 2026, about one every 91 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261014.5f6523d latest | 2026-10-14 | 5f6523d | 622 B | A | view · diff |
| git:20260715.38d79be | 2026-07-15 | 38d79be | 433 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 (622 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_psg62ebc4xjkdmk2 GET https://markdownregistry.com/api/v1/resolve?ref=pengqianhan/ai-human-research-os/implement GET https://markdownregistry.com/api/v1/blob/483bdc4ccf4ac31d86ac7beeaa0d0db80313e71e120bb8c59b3196ae5decd53d
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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