implement-spec SKILL.md skillA
implement-spec 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-spec@git:20261007.c16fc0dPins git:20261007.c16fc0d 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-spec/SKILL.md- Versions recorded
- 1
- Latest version
- git:20261007.c16fc0d, committed Oct 7, 2026
- Size
- 2,780 bytes
- Repository stars
- 3
- License
- MIT
Implement the result of /to-spec and /to-tickets in code.
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
You have been provided a spec. This spec should have tickets associated with it, describing how to implement the spec. The issue tracker should have been provided to you. If not, tell the user to run `/setup-matt-pocock-skills`. The goal is the entire spec implemented on a single **integration branch**, with every ticket resolved the way the issue tracker closes work. The tickets are not a list of steps. They are a **task graph** with blocking relationships between them. This means there is always a **frontier** of tickets which are ready to be grabbed. Communication to and from subagents should be sparse. Communicate primarily through **context pointers**: to the spec, tickets, research notes, and previous commits. Don't duplicate information already available via pointers. **Implementer subagents** should be run in the background where possible for maximum concurrency. ## Steps 1. Read the spec and tickets to understand the task graph. …
Read the whole file at its exact version.
How to install
mdr add pengqianhan/ai-human-research-os/implement-spec@sha256:7a22dd2e60b8fcecThe line at the top of this page pins the label git:20261007.c16fc0d, 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_v25gu7gjdp4dxvti)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Oct 7, 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 (2780 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_v25gu7gjdp4dxvti GET https://markdownregistry.com/api/v1/resolve?ref=pengqianhan/ai-human-research-os/implement-spec GET https://markdownregistry.com/api/v1/blob/7a22dd2e60b8fcece478ced9d2533582adf3520d695acd3ab715341535c9e56d
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
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