cursor-implementation-loop 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.
cursor-implementation-loop from olddonkey/olddonkey-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add olddonkey/olddonkey-skills/cursor-implementation-loop@git:20260817.9f47dc9Pins git:20260817.9f47dc9 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- olddonkey/olddonkey-skills
- Path
cursor-implementation-loop/skills/cursor-implementation-loop/SKILL.md- Versions recorded
- 4
- Latest version
- git:20260817.9f47dc9, committed Aug 17, 2026
- First version recorded
- Aug 7, 2026
- Size
- 21,310 bytes
- Repository stars
- 17
- License
- MIT
Delegate implementation work to a dedicated implementer subagent, then review its diff, send it back to iterate, gate on the full test suite, and ship it as a PR. Use this whenever the user wants a separate model to write code, mentions handing off / delegating implementation, asks to work through a plan or spec unit-by-unit with a subagent doing the coding, or wants a review-and-merge loop wrapped around delegated output — and also when resuming such a loop ("keep going", "next unit", "继续下一个").
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
# Cursor implementation loop **The implementer subagent writes the code; you own the judgment.** A delegated implementer is fast but it self-reports success, and pointing it at a long test suite wastes the machine you share with it. You give it a precise spec, then be the thing that actually verifies and ships. **This includes bug fixes**: a bug found at review, at the gate, or later is a unit like any other — you diagnose and spec, the implementer implements. Editing code directly "because it's faster" silently inverts the division of labor and costs review its independence. The loop: **decompose → dispatch → review → iterate → gate → publish → next**. Cursor-specific mechanics (subagent dispatch, resume, model pinning and its limits, enforcement gaps vs. hard sandboxes) live in [references/cursor-runtime.md](references/cursor-runtime.md); read it before the first dispatch of a session. ## Non-negotiables 1. **Review is mandatory and independent.** The implementer's summary is a claim; the diff is the evidence. Never skip review because it says it's done. 2. **An assumed default never leaves the machine.** With no explicit user …
Read the whole file at its exact version.
How to install
mdr add olddonkey/olddonkey-skills/cursor-implementation-loop@sha256:c872dd5fe94c7ef4The line at the top of this page pins the label git:20260817.9f47dc9, 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_xwpeae3ayimqxxlv)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 4 versions of this file, between Aug 7, 2026 and Aug 17, 2026, about one every 3 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260817.9f47dc9 latest | 2026-08-17 | 9f47dc9 | 21,310 B | A | view · diff |
| git:20260816.bc22ebe | 2026-08-16 | bc22ebe | 21,316 B | A | view · diff |
| git:20260808.17f1071 | 2026-08-08 | 17f1071 | 18,128 B | A | view · diff |
| git:20260807.f89b59f | 2026-08-07 | f89b59f | 17,934 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 (21310 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
olddonkey/olddonkey-skills · 17 stars · license MIT · pushed 2026-10-16 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_xwpeae3ayimqxxlv GET https://markdownregistry.com/api/v1/resolve?ref=olddonkey/olddonkey-skills/cursor-implementation-loop GET https://markdownregistry.com/api/v1/blob/c872dd5fe94c7ef4421974305dcdcb8b0dff6fe69e9a07c61cc06141f63710c7
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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