Orchestrates implementation of a plan file by delegating work to subagents in parallel. Verifies git branch state, tracks progress, and ensures high-quality implementation. Invoke with a plan file path and optional model override: /implement plans/my-plan.md [--model sonnet].
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
# Implementation Orchestrator
Plan file: `$path`
Read your instructions from the appropriate reference file before proceeding:
- If you have access to Agent, TaskCreate, TaskUpdate, TaskList tools: Read `references/claude-code.md`
- Else if you have access to task and read_agent tools: Read `references/copilot-cli.md`
- Otherwise: Read `references/generic.md`
The line at the top of this page pins the label v2.0, 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.
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 (873 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
posit-dev/skills · 552 stars · license MIT · pushed 2026-11-02 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_pui6aart35sus5mr
GET https://markdownregistry.com/api/v1/resolve?ref=posit-dev/skills/implement
GET https://markdownregistry.com/api/v1/blob/87c7c0572dd5f343794f5f6bebb502429bf6e30cff3bcf45ee336736fcaea2a5
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.
posit-dev/skills · alt-text/SKILL.md · Generate and improve accessible alt text for data visualizations and images in R packages and Quarto documents. Use…
posit-dev/skills · brand-yml/SKILL.md · Create and use brand.yml files for consistent branding across Shiny apps and Quarto documents. Covers: (1) Creating new…
posit-dev/skills · connect/deploy-to-connect/SKILL.md · Deploy or publish Python and R content to a Posit Connect server using rsconnect-python or the R rsconnect package…
posit-dev/skills · ggsql/ggsql/SKILL.md · Write ggsql queries — a grammar of graphics for SQL. Use when the user wants to create, modify, or understand a ggsql…
posit-dev/skills · github/pr-create/SKILL.md · Creates a pull request from current changes, monitors GitHub CI, and debugs any failures until CI passes. Activate when…
posit-dev/skills · github/pr-threads-address/SKILL.md · Address PR review feedback by systematically working through every unresolved PR review thread on the current branch's…
posit-dev/skills · github/pr-threads-resolve/SKILL.md · Bulk resolve unresolved PR review threads on the current branch’s PR — typically after threads have been addressed…
posit-dev/skills · open-source/create-release-checklist/SKILL.md · Create a release checklist and GitHub issue for an R package. Use when the user asks to "create a release checklist" or…
posit-dev/skills · open-source/maintainer-decline/SKILL.md · Guide for drafting issue closure and decline responses as an open-source package maintainer. Use when helping compose a…
posit-dev/skills · open-source/release-post/SKILL.md · Create professional package release blog posts following Tidyverse or Shiny blog conventions. Use when the user needs…
rsmdt/the-startup · plugins/start/skills/implement/SKILL.md · Implementation entry point. Use to execute a completed specification. Reads the spec's slice and scenario tasks from…
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 · plugin/skills/implement/SKILL.md · Change or repair code, config or services without weakening tests; report what ran and what did not. Use when…
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…
boshu2/agentops · skills/implement/SKILL.md · Change or repair code, config or services without weakening tests; report what ran and what did not. Use when…
ericrisco/rsc-harness · skills/implement/SKILL.md · Use when an approved plan and task list exist and it is time to turn them into working, tested code — the SDD phase…
tobihagemann/turbo · codex/skills/implement/SKILL.md · Load code-style and task-specific skills, make the change described by the current context, then run…
