implement SKILL.md skillA

implement from ronaknnathani/relay is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add ronaknnathani/relay/implement@git:20260703.d975737

Pins git:20260703.d975737 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
ronaknnathani/relay
Path
skills/implement/SKILL.md
Versions recorded
4
Latest version
git:20260703.d975737, committed Jul 3, 2026
First version recorded
Jun 29, 2026
Size
5,486 bytes
Repository stars
43
License
MIT

Execute an implementation plan (from `plan`) task by task, writing the code and tests and leaving the system green at every step. Use once you have an agreed plan or a clear next slice of work to build. It does not plan and does not open a PR — it turns a plan into working, tested 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

# Implement

Turn an implementation plan into working, tested code, one thin slice at a time, keeping the build and
existing tests green at every step. The bar: at any moment you could stop and the system is committable
— nothing half-built, nothing red. This phase consumes the artifact from `plan`; it does **not** design
the approach and does **not** open a PR. Decisions in the plan are settled — follow them; if one is
wrong or missing, stop and surface it rather than quietly inventing a different design.

## Process

1. **Load the plan and review it critically.** Read it end to end before touching code. If a task is
   ambiguous, a step is missing, or the approach looks wrong, raise it now — don't paper over a gap
   mid-implementation. Turn the plan's tasks into an ordered checklist of slices.
2. **Load coding guidance.** Read the repo's `AGENTS.md` when present, then read global guidance from
   `~/AGENTS.md` or `~/.config/agents/AGENTS.md` when present. Repo guidance takes precedence over
   global guidance. Treat these files as implementation constraints for scope, style, tests, errors,
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add ronaknnathani/relay/implement@sha256:348f01cd8a87ff30

The line at the top of this page pins the label git:20260703.d975737, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_nnzru3eswogtnslw.svg)](https://markdownregistry.com/a/art_nnzru3eswogtnslw)

3 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 4 versions of this file, between Jun 29, 2026 and Jul 3, 2026, about one every day.

versioncommittedcommitsizeaudit
git:20260703.d975737 latest2026-07-03 d975737 5,486 BA view · diff
git:20260629.73803102026-06-29 7380310 4,822 BA view · diff
git:20260629.9a6d3b42026-06-29 9a6d3b4 5,084 BA view · diff
git:20260629.99be5fe2026-06-29 99be5fe 1,927 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (5486 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

GitHub

ronaknnathani/relay · 43 stars · license MIT · pushed 2026-11-06 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_nnzru3eswogtnslw
GET https://markdownregistry.com/api/v1/resolve?ref=ronaknnathani/relay/implement
GET https://markdownregistry.com/api/v1/blob/348f01cd8a87ff30ff4a2d86d2a77807c75b95f0f07fa29f2b3713636a74ab09

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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Every file in ronaknnathani/relay

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