PR Babysitter
openinterpreter/openinterpreter
Watches an open GitHub pull request until it merges, handling review comments, diagnosing CI failures and retrying flaky checks along the way.
Implements triaged pull request review actions, commits focused fixes, posts status replies on GitHub and resolves the threads.
$ npx skills add prisma/orm --skill review-implement-phase -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install prisma/orm review-implement-phase --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/prisma/orm.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills-contrib/review-implement-phase .claude/skills/review-implement-phase && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "review-implement-phase" agent skill from https://github.com/prisma/orm/tree/main/skills-contrib/review-implement-phase into .claude/skills/review-implement-phase/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "review-implement-phase", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/prisma/orm/tree/main/skills-contrib/review-implement-phaseType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add prisma/orm --skill review-implement-phase -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install prisma/orm review-implement-phase --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/prisma/orm.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills-contrib/review-implement-phase .agents/skills/review-implement-phase && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "review-implement-phase" agent skill from https://github.com/prisma/orm/tree/main/skills-contrib/review-implement-phase into .agents/skills/review-implement-phase/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "review-implement-phase", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add prisma/orm --skill review-implement-phase -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install prisma/orm review-implement-phase --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/prisma/orm.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills-contrib/review-implement-phase .cursor/skills/review-implement-phase && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "review-implement-phase" agent skill from https://github.com/prisma/orm/tree/main/skills-contrib/review-implement-phase into .cursor/skills/review-implement-phase/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "review-implement-phase", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/prisma/orm.git --path skills-contrib/review-implement-phase--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add prisma/orm --skill review-implement-phase -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install prisma/orm review-implement-phase --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/prisma/orm.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills-contrib/review-implement-phase .gemini/skills/review-implement-phase && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "review-implement-phase" agent skill from https://github.com/prisma/orm/tree/main/skills-contrib/review-implement-phase into .gemini/skills/review-implement-phase/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "review-implement-phase", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install prisma/orm review-implement-phaseInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add prisma/orm --skill review-implement-phase -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/prisma/orm.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills-contrib/review-implement-phase .github/skills/review-implement-phase && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "review-implement-phase" agent skill from https://github.com/prisma/orm/tree/main/skills-contrib/review-implement-phase into .github/skills/review-implement-phase/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "review-implement-phase", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add prisma/orm --skill review-implement-phase -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install prisma/orm review-implement-phase --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/prisma/orm.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills-contrib/review-implement-phase .opencode/skills/review-implement-phase && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "review-implement-phase" agent skill from https://github.com/prisma/orm/tree/main/skills-contrib/review-implement-phase into .opencode/skills/review-implement-phase/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "review-implement-phase", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
review-implement-phaseImplements triaged pull request review actions, commits focused fixes, posts status replies on GitHub and resolves the threads.
This is the implementation step of the review-framework loop. The agent takes the will_address rows with pending or in-progress status from a review-actions.json file, changes the code, commits in logical steps, posts GitHub status updates and updates each action's status. Inputs are the PR URL and an existing review-actions.json in the output directory, with an optional output directory (derived under wip/reviews when omitted) and optional limits to specific action IDs or files.
The preconditions are strict. review-actions.json must exist and be valid v2, node and gh must be on the PATH or the agent halts and asks you to install them, and GitHub admin capability is checked with check-github-admin-ready.mjs before work starts. If it is missing, you are pointed to the fetch and triage phases first. Scripts in the skill post replies to review threads and resolve them, and a review-implementer agent file ships with it.
6 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 095af7a. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Ships 4 files in scripts/ (JavaScript), which the agent can run.
Shell commands in SKILL.md call:
nodeghpythonrubyFrom the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md. Its commands use gh, which can reach the network depending on how they are called.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Review Implement Phase loads about 1.7k tokens when it runs. Until then it costs about 52 tokens; SKILL.md has 771 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.
The full file from prisma/orm at commit 095af7a, republished under its Apache-2.0 licence (© prisma). 771 words, ~1,729 tokens.
.claude/skills/review-implement-phase/SKILL.md (or your agent's skills folder). This skill also uses 6 other files; get the full folder from GitHub.Run only the implementation phase of the review-framework loop:
take triaged will_address actions, make code changes, commit in logical steps, post GitHub status updates, and update action status.
Run commands from this skill directory. All script paths below are relative to it.
review-actions.json in output dirIf output directory is omitted, derive:
wip/reviews/<owner>_<repo>_pr-<number>/
<output-dir>/review-actions.json must exist and be valid v2.
System dependencies required on PATH:
node (Node.js)gh (GitHub CLI)If either is missing, halt immediately and ask the user to install it. The implement-phase scripts require only node and gh.
GitHub admin capability must be available before starting implementation:
node ./scripts/check-github-admin-ready.mjs --pr <PR_URL>If missing, instruct user to run:
/review-fetch-phase <PR_URL> [output-dir]/review-triage-phase <PR_URL> [output-dir]decision: will_addressstatus: pending | in_progresscheck-github-admin-ready.mjs and fail fast if unavailablegh pr review --comment ...addPullRequestReview, addPullRequestReviewComment, addPullRequestReviewThread (this workflow never uses pending reviews)addPullRequestReviewThreadReply (or wrapper script)addComment (or wrapper script)gh api graphql -f query='query($owner:String!,$repo:String!,$pr:Int!,$before:String){viewer{login} repository(owner:$owner,name:$repo){pullRequest(number:$pr){reviews(last:100,states:PENDING,before:$before){pageInfo{hasPreviousPage startCursor} nodes{id author{login}}}}}}' -F owner=<owner> -F repo=<repo> -F pr=<number> --jq '.data as $d | $d.repository.pullRequest.reviews | {mine: [.nodes[] | select(.author.login == $d.viewer.login)], pageInfo}'author.login filter matters: another user's pending review is not yours to submit or dismiss, and must not block this workflow. --jq is gh's built-in filter and needs no jq binary.pageInfo beside the matches, because an empty mine alone cannot tell "no pending review" from "the match is on an earlier page". Read both: while mine is empty and pageInfo.hasPreviousPage is true, re-run the query with -f before=<pageInfo.startCursor>. Conclude there is no pending review only when mine is empty and hasPreviousPage is false.mine holds at most one node across all pages.pageInfo until mine is non-empty or hasPreviousPage is false.review_thread targets, always reply using thread replies (never inline PR review comments).addPullRequestReviewThreadReply.pull_request_review targets (review-body findings, PRR_… node ids), inline replies are not possible. post-review-thread-reply.mjs auto-detects this and posts a top-level PR issue comment instead (response kind: "issue_comment"); there is no thread to resolve, so the implementer skips resolve-review-thread.mjs for these and records the issue-comment id in the action's done record../agents/review-implementer.mdtarget.kind === "review_thread" and a threadNodeId is available. pull_request_review targets have no inline thread, so the implementer skips the resolve step for them and records the issue-comment id in the action's done record (per behavior step 3).node ./scripts/post-review-thread-reply.mjs --repo <owner>/<repo> --pr <number> --comment-node-id <primaryCommentNodeId> --body "<text>" (works for both review_thread and pull_request_review — auto-detects node kind)node ./scripts/resolve-review-thread.mjs --thread-node-id <threadNodeId> (only for review_thread targets)python -c, node -e, ruby -e, ad-hoc awk/sed JSON parsing)status: done after Done (and, for review_thread targets, resolve) succeedsreview-actions.json (status, done.doneAt, done.summary, done.commits) in the same completion stepnode ../review-triage-phase/scripts/render-review-actions.mjs --in <output-dir>/review-actions.json --out <output-dir>/review-actions.mdReturn:
review-actions.json, review-actions.md)Suggest next steps:
/review-fetch-phase <PR_URL> [output-dir]/review-triage-phase <PR_URL> [output-dir]© prisma, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 6 other files (scripts) in skills-contrib/review-implement-phase of prisma/orm.
Open the folder on GitHubat commit 095af7a
Review Implement Phase next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Review Implement Phase this skillprisma/orm | 48k | — | ~1.7k | Automated safety check: Pass | Apache-2.0 | |
| PR Babysitteropeninterpreter/openinterpreter | 69k | 3 repos | ~4.2k | Automated safety check: Pass | Apache-2.0 | |
| PR Finalize Reviewmicrosoft/garnet | 12k | — | ~3.1k | Automated safety check: Pass | MIT | |
| Fastlane Pull Request Reviewfastlane/fastlane | 42k | — | ~550 | Automated safety check: Pass | MIT | |
| Pull Request Reviewer for daisyUIsaadeghi/daisyui | 43k | — | ~766 | Automated safety check: Pass | MIT | |
| PR Review Analysisbreaking-brake/cc-wf-studio | 5.4k | 1 repos | ~626 | Automated safety check: Pass | Custom licence |
openinterpreter/openinterpreter
Watches an open GitHub pull request until it merges, handling review comments, diagnosing CI failures and retrying flaky checks along the way.
microsoft/garnet
Checks that a pull request's title and description match its implementation and reviews the code for Garnet best practices, reporting findings without posting them.
fastlane/fastlane
Reviews a fastlane pull request against its linked issue and the project guides, separating blocking from non-blocking findings and handling vulnerabilities privately.
saadeghi/daisyui
Reviews open pull requests in the daisyUI repository using read-only GitHub data and isolated base-versus-PR checks, then writes a merge verdict report.
breaking-brake/cc-wf-studio
Fetches review comments from a GitHub pull request, checks each one against the real code, rates it valid, invalid or partial, and can reply on GitHub.
thedotmack/claude-mem
Keeps watching a pull request, fixing real review and CI problems and resolving stale threads, until it is clean and ready to merge.
prisma/orm
Runs a loop on a GitHub pull request: fetch review state, triage comments into actions, implement them and resolve threads, repeating until nothing actionable is left.
prisma/orm
Fetches a pull request's canonical review state as JSON, validates it, and renders markdown, a text summary and triage target files from it using bundled scripts.
prisma/orm
Runs the triage step of the review-framework loop: reads fetched PR review state, builds `review-actions.json`, validates it and renders `review-actions.md`.
prisma/orm
Replaces a plain TypeScript union plus switch statements with frozen subclasses and a visitor interface when several places dispatch on the same variants.
prisma/orm
Guides an outside contributor through opening a prisma/orm pull request from a fork that follows CONTRIBUTING.md and passes review on the first round.
prisma/orm
Creates a GitHub pull request for the Prisma repo with a Linear-ticket-prefixed title and a decision-led narrative description, inferring the ticket from context.
Categories
Implements triaged pull request review actions, commits focused fixes, posts status replies on GitHub and resolves the threads. This is the implementation step of the review-framework loop.json file, changes the code, commits in logical steps, posts GitHub status updates and updates each action's status.
Review Implement Phase fits situations like: applying review comments that were already triaged as will_address; replying to and resolving review threads after fixes are made; running only the implementation phase of the review loop, not fetch or triage.
Run `npx skills add prisma/orm --skill review-implement-phase -a claude-code`. Or copy the skill folder (skills-contrib/review-implement-phase in prisma/orm) into .claude/skills/review-implement-phase in your project. Claude Code loads it when a task matches its description.
Run `npx skills add prisma/orm --skill review-implement-phase -a codex`. Or copy the skill folder (skills-contrib/review-implement-phase in prisma/orm) into .agents/skills/review-implement-phase in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add prisma/orm --skill review-implement-phase -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/review-implement-phase, .gemini/skills/review-implement-phase, .github/skills/review-implement-phase and .opencode/skills/review-implement-phase in your project.
Going by SKILL.md and its folder, Review Implement Phase needs JavaScript for the scripts in its folder and the command-line tools its instructions call (node, gh, python and ruby). Our summary lists: Node.js and the GitHub CLI (gh) on the PATH; A review-actions.json produced by the fetch and triage phases; GitHub admin capability on the pull request.
SKILL.md contains no URLs. Its commands use gh, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
Review Implement Phase is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.7k tokens (SKILL.md is roughly 6.9k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Review Implement Phase: PR Babysitter (openinterpreter/openinterpreter, 69k stars), PR Finalize Review (microsoft/garnet, 12k stars), Fastlane Pull Request Review (fastlane/fastlane, 42k stars) and Pull Request Reviewer for daisyUI (saadeghi/daisyui, 43k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
prisma (a GitHub organization, an official publisher) maintains it in prisma/orm, which has 47,701 GitHub stars. The repository holds 20 skills in this directory. The repository was last updated on October 6, 2026.
Source: prisma/orm on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.