implement SKILL.md skillA
implement from open-octo/octo-agent is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add open-octo/octo-agent/implement@git:20260711.2cb5a53Pins git:20260711.2cb5a53 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- open-octo/octo-agent
- Path
internal/skills/defaults/implement/SKILL.md- Versions recorded
- 3
- Latest version
- git:20260711.2cb5a53, committed Jul 11, 2026
- First version recorded
- Jun 11, 2026
- Size
- 9,400 bytes
- Repository stars
- 140
- License
- MIT
Implement a technical design by decomposing it into dependency-ordered vertical slices, executing each with TDD red-green, reviewing each via an isolated sub-agent, and persisting progress to a state file so work survives session restarts. Use when the user has a tech design (doc or settled conversation) and says "implement", "start building", "let's code this", "实现吧", "开始实现", "按这个方案做", "把设计落地".
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
Take a technical design and turn it into working, reviewed code — slice by
slice, test-first, with progress checkpointed to disk so a new session can
resume exactly where the last one stopped.
## Inputs
One of:
- A path to a tech design document
- "implement the design" — use the design settled in conversation context
If neither exists, stop and ask for the design first.
## State persistence
State file: `.octo/implement-state.json` in the repository root (create
`.octo/` if needed; add it to `.gitignore` if not ignored — the state file
is session machinery, never committed).
**On startup, always check for this file first.**
- **Exists** → read it, summarize progress, ask: "Found an in-progress
implementation. Resume from where we left off?" Resume honors each
slice's status; "no" means ask whether to start fresh (overwrite) or
abort.
- **Missing** → start at Phase 1.
```json
{
"tech_design_path": "path or '(conversation)'",
"branch": "feat/...",
"updated_at": "RFC3339",
"waves": [
{ "wave": 1, "mode": "sequential",
"slices": [
{ "slice": 1, "title": "...", "status": "pending|in_progress|review|done|skipped",
…Read the whole file at its exact version.
How to install
mdr add open-octo/octo-agent/implement@sha256:d646d6433fc8d416The line at the top of this page pins the label git:20260711.2cb5a53, 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_dokowuybax3ln434)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Jun 11, 2026 and Jul 11, 2026, about one every 15 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260711.2cb5a53 latest | 2026-07-11 | 2cb5a53 | 9,400 B | A | view · diff |
| git:20260611.77293c3 | 2026-06-11 | 77293c3 | 9,405 B | A | view · diff |
| git:20260611.874cc2e | 2026-06-11 | 874cc2e | 9,208 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 (9400 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
open-octo/octo-agent · 140 stars · license MIT · pushed 2026-11-02 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_dokowuybax3ln434 GET https://markdownregistry.com/api/v1/resolve?ref=open-octo/octo-agent/implement GET https://markdownregistry.com/api/v1/blob/d646d6433fc8d4164ca4ce56db1ac106a336d7855ca1a1016eb358dce242f012
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 open-octo/octo-agent
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