implement is agent-read markdown (skill) from ronaknnathani/relay: 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..
Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns 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,
…
Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.
A 17 of 17 checks passed. Deterministic, no model, 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 · 3 stars · license MIT · pushed 2026-09-24 · 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 agent 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.
ronaknnathani/relay · skills/build-write-like-me/SKILL.md · Use this skill whenever the user wants to capture, clone, or codify their own (or someone's) writing voice into a…
ronaknnathani/relay · skills/clarify/SKILL.md · Turn a vague or underspecified task into a crisp requirements + testable acceptance-criteria document by closing the…
ronaknnathani/relay · skills/commit/SKILL.md · Create a single well-formed git commit from the working changes, following the repo's AGENTS.md and recent…
ronaknnathani/relay · skills/deliver-pr/SKILL.md · Deliver one change end to end as a single pull request — clarify → plan → implement → simplify → review → validate →…
ronaknnathani/relay · skills/explore/SKILL.md · Build a verified, read-only understanding of a codebase or a slice of it — entry points, code flow, architecture…
ronaknnathani/relay · skills/open-pr/SKILL.md · Stage, commit, push, and open a pull request following the author's repository and AGENTS.md conventions — repo-style…
ronaknnathani/relay · skills/plan/SKILL.md · Turn a clarified requirements artifact into a concrete, executable implementation plan — a decisive architecture…
ronaknnathani/relay · skills/pr-fix/SKILL.md · Bring a PR to mergeable — fix CI failures, address review comments, and resolve merge conflicts. Runs either from a…
ronaknnathani/relay · skills/pr-monitor/SKILL.md · Handle one pull request attention event end to end — read the watcher digest, triage it, delegate the fixing to pr-fix…
ronaknnathani/relay · skills/relay-archive/SKILL.md · Use when a project's PR is merged and you want to clean up the worktree while preserving notes and plans
posit-dev/skills · posit-dev/implement/SKILL.md · Orchestrates implementation of a plan file by delegating work to subagents in parallel. Verifies git branch state…
greenfield-inc/pane · .claude/skills/implement/SKILL.md · Executes an approved plan with one primary implementation stream by default, using bounded parallel sidecars only when…
dcouple/pane · .claude/skills/implement/SKILL.md · Executes an approved plan with one primary implementation stream by default, using bounded parallel sidecars only when…
greenfield-inc/pane · .codex/skills/implement/SKILL.md · Executes an approved plan directly in Codex with one primary implementation stream by default, bounded sidecars only…
dcouple/pane · .codex/skills/implement/SKILL.md · Execute an approved implementation plan directly in Codex, with manual-step detection, progress tracking, quality…
boshu2/agentops · packs/agentops-executor/agents/implementer/skills/implement/SKILL.md · Execute one bounded RED to GREEN experiment from bead or caller intent; return derived subject identity and check…
boshu2/agentops · packs/agentops-executor/agents/implementer-claude/skills/implement/SKILL.md · Execute one bounded RED to GREEN experiment from bead or caller intent; return derived subject identity and check…
