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.
A skill your agent uses to judge a concrete diff, branch, or GitHub PR on its own merits with no rsc-SDD spec/plan chain to key off — the spec-less giving pass behind /code-review: only findings you…
$ npx skills add ericrisco/rsc-harness --skill code-review -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install ericrisco/rsc-harness code-review --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/ericrisco/rsc-harness.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/code-review .claude/skills/code-review && 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 "code-review" agent skill from https://github.com/ericrisco/rsc-harness/tree/main/skills/code-review into .claude/skills/code-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "code-review", 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/ericrisco/rsc-harness/tree/main/skills/code-reviewType 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 ericrisco/rsc-harness --skill code-review -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install ericrisco/rsc-harness code-review --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ericrisco/rsc-harness.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/code-review .agents/skills/code-review && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "code-review" agent skill from https://github.com/ericrisco/rsc-harness/tree/main/skills/code-review into .agents/skills/code-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "code-review", 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 ericrisco/rsc-harness --skill code-review -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install ericrisco/rsc-harness code-review --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ericrisco/rsc-harness.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/code-review .cursor/skills/code-review && 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 "code-review" agent skill from https://github.com/ericrisco/rsc-harness/tree/main/skills/code-review into .cursor/skills/code-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "code-review", 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/ericrisco/rsc-harness.git --path skills/code-review--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 ericrisco/rsc-harness --skill code-review -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install ericrisco/rsc-harness code-review --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ericrisco/rsc-harness.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/code-review .gemini/skills/code-review && 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 "code-review" agent skill from https://github.com/ericrisco/rsc-harness/tree/main/skills/code-review into .gemini/skills/code-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "code-review", 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 ericrisco/rsc-harness code-reviewInstalls 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 ericrisco/rsc-harness --skill code-review -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/ericrisco/rsc-harness.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/code-review .github/skills/code-review && 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 "code-review" agent skill from https://github.com/ericrisco/rsc-harness/tree/main/skills/code-review into .github/skills/code-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "code-review", 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 ericrisco/rsc-harness --skill code-review -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install ericrisco/rsc-harness code-review --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ericrisco/rsc-harness.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/code-review .opencode/skills/code-review && 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 "code-review" agent skill from https://github.com/ericrisco/rsc-harness/tree/main/skills/code-review into .opencode/skills/code-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "code-review", 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.
code-reviewA skill your agent uses to judge a concrete diff, branch, or GitHub PR on its own merits with no rsc-SDD spec/plan chain to key off — the spec-less giving pass behind /code-review: only findings you…
Code Review is an agent skill from ericrisco/rsc-harness. Use to judge a concrete diff, branch, or GitHub PR on its own merits with no rsc-SDD spec/plan chain to key off — the spec-less giving pass behind /code-review: only findings you can defend, one verdict, read-only unless --comment or --fix. NOT the SDD gate keyed to 02-DOCS/wiki/sdd/ that also processes incoming review comments (that is review).
Its SKILL.md is about 2.3k tokens, which your agent loads only when the skill is triggered. The skill folder holds 5 other files, including reference files (for example `evals/README.md`, `evals/cases.yaml` and `references/pr-workflow.md`).
It sits in Development, covering Code review. It works with GitHub. The repository describes itself as: Your agent invents things because it has no memory, and can't touch your database because it has no arms. rsc is the meta-harness that gives it both, plus the trade to know the… The licence is MIT.
Read from SKILL.md and the folder at commit 92fde8f. 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.
Shell commands in SKILL.md call:
ghgitFrom the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md. Its commands use gh and git, 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.
Code Review loads about 2.3k tokens when it runs, and up to ~3.2k if it reads all its reference files. Until then it costs about 90 tokens; SKILL.md has 1,123 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); files beside SKILL.md are not scanned.
The full file from ericrisco/rsc-harness at commit 92fde8f, republished under its MIT licence (© ericrisco). 1,123 words, ~2,300 tokens.
.claude/skills/code-review/SKILL.md (or your agent's skills folder). This skill also uses 3 other files; get the full folder from GitHub.You are reviewing a concrete change — a git diff, a branch, a GitHub PR, a pasted patch — on its own merits. No rsc-SDD spec/plan/constitution chain is required and you should not pretend one exists. This is the doctrine behind the executable /code-review slash command: same evidence bar, written as a discipline you run by hand. If the user is mid-SDD and wants to process incoming comments against 02-DOCS/wiki/sdd/, that is ../review/SKILL.md; a naked diff or an inbound third-party PR is this skill.
The north star is signal-to-noise. Report only findings you would stake your name on. A clean diff is APPROVE, not a manufactured nit. High-false-positive review gets tuned out by humans in about two weeks; the bar to aim for is the logic-error review where under 1% of findings come back marked wrong. Padding does not make you look thorough — it trains the reader to ignore you.
Three inputs, in this order: the diff, its stated purpose, and the touched surface (the files around the hunks, not just the hunks).
# A GitHub PR
gh pr diff 1432
gh pr view 1432 --json title,body,files,additions,deletions
# A local branch against the trunk
git diff main...HEAD
git diff --stat main...HEAD # see blast radius before reading
# A pasted patch — read it as givenA review with no notion of intent is a review of vibes. If no purpose is stated, infer it from the diff and say what you assumed ("Assuming this is meant to add idempotency to the webhook handler…") so the reader can correct a wrong premise — a silent wrong premise produces a confidently wrong review. Then read the whole changed file, not just the green/red lines: the structural failure of standalone review is judging a hunk without its context and shipping generic pattern-matched suggestions.
Run these in order. Passes 1–5 are correctness/safety and are blocking-eligible; pass 6 is cleanup and is usually [should-fix] or [nit]. A clean pass is a reportable result ("contracts: nothing changed shape, no finding"), not a pass you silently skip.
| # | Pass | The question | Typical defects |
|---|---|---|---|
| 1 | Intent fidelity | Does it do what it claims? | Wrong behaviour, missing case from the stated goal, scope creep |
| 2 | Correctness & boundaries | Right on the edges? | Off-by-one, null/empty/unicode, overflow, timezone, concurrency, swallowed errors |
| 3 | Contracts & data | Do callers/data still hold? | Broken API shape, migration without backfill, nullable made non-null, enum drift |
| 4 | Security boundary | Untrusted input → dangerous sink? | Unsanitized input to query/shell/template, authz gap, secret in code/log |
| 5 | Tests as evidence | Do the tests prove the change? | Tests assert nothing, test the mock, miss the new branch, were deleted to go green |
| 6 | Reuse / simplification / efficiency | Could existing code do this? | Reimplemented helper, copy-paste divergence, N+1, needless allocation in a hot loop |
Pass 4 is a boundary pass — trace untrusted input to its sink and flag the reachable ones. For a real STRIDE/OWASP threat model with exploitability ranking and vulnerable→fixed diffs, hand off to ../secure-coding/SKILL.md.
Adjacent jobs, delegated by name: running the lint/type/test gates until they are green is ../verify/SKILL.md (this skill judges whether green is correct); root-causing one confirmed failure is ../debug/SKILL.md; cross-checking spec/plan/tasks before code exists is ../analyze/SKILL.md.
The 80% rule: if you are not at least ~80% sure a finding is real, you have two moves — trace the code until you are sure, or downgrade it to [question]. Never ship a guess dressed as a defect.
Skip these common false positives outright (or demote to [question]/[nit]):
[nit], not blocking.No severity inflation. Rank by blast radius × reachability, not by how clever the catch was. A typo in a log string is a nit even if it took effort to spot.
[blocking] — wrong/unsafe; merging causes a real defect. Must be fixed.[should-fix] — a real problem with bounded blast radius; fix it or consciously accept it.[nit] — minor; the reader may ignore it without consequence.[question] — you suspect an issue but cannot prove reachability; asking, not asserting.Every finding carries where / why / repro / fix:
[should-fix] api/orders.py:88 — duplicated total logic
where: `subtotal = sum(i.price * i.qty for i in items)` re-implements
`cart.compute_subtotal()` (cart/totals.py:14), which also applies
per-item discounts this copy silently drops.
why: discounted items now bill at full price on this path only;
the two implementations will drift on the next discount change.
repro: order containing any item with `discount_pct > 0` → charged the
undiscounted amount; covered by no test.
fix: call `cart.compute_subtotal(items)` instead of inlining the sum.Rule: no repro or stated mechanism → it is a [question], not a blocker. "This could overflow" with no path is a question; "n*1000 with n up to 3M exceeds int32 at orders.py:51" is a finding.
Read the surrounding code, trace the value, confirm the path is reachable.
search() interpolates req.query.q straight into db.execute(\… WHERE name='${q}'`)at search.ts:22;q` is unvalidated user input → injection." (traced)If you cannot trace it to a concrete value and a reachable sink, you do not yet have a finding.
End every review with exactly one, plainly — no mushy middle:
../ship/SKILL.md to merge.[blocking]. List precisely what unblocks it, so the author knows when they are done.Mirror the slash command's effort level: low/medium → fewer, high-confidence findings (raise the confidence floor, focus on passes 1–4). high/max → broader coverage; uncertain findings are allowed but must be labelled [question], never inflated into blockers. This is coverage vs precision, not the user's register — it changes what you look at, not how you word it.
Read-only by default. You produce findings + a verdict and stop there. Two opt-in modes:
--comment → post the findings as an inline-anchored review on the PR.--fix → apply the agreed findings to the working tree.# Summary review (the verdict)
gh pr review 1432 --request-changes -b "CHANGES REQUESTED — see inline. Blocker: orders.py:88 …"
gh pr review 1432 --approve -b "APPROVE — correctness and contracts clean."Inline line-anchored comments go through the GitHub REST API — see references/pr-workflow.md for the JSON shape, fork-PR handling, and large-diff strategy. If --fix puts you on the default branch, branch first; commit or push only when the user asks; git authorship is Eric (no Claude co-author or generated footer).
| Failure mode | Reality |
|---|---|
| "It compiles and the tests pass, so it's correct." | Tests prove green, not correct. Pass 5 asks whether the tests actually exercise the new branch — green for the wrong reason is a finding. |
| Listing everything you would have done differently. | That is noise. Report defects and reuse wins you can defend; preference is not a finding. |
| "It's just a dependency bump, skim it." | Bumps carry supply-chain and transitive risk and behaviour changes. Check the changelog/lockfile diff, not just the version string. |
Applying every nit "to be safe" under --fix. | Each unrequested edit is scope creep and a regression surface. Apply the agreed findings only. |
© ericrisco, MIT. 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 3 other files (references) in skills/code-review of ericrisco/rsc-harness.
Open the folder on GitHubat commit 92fde8f
Code Review 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 |
|---|---|---|---|---|---|---|
| Code Review this skillericrisco/rsc-harness | 156 | — | ~2.3k | Automated safety check: Pass | MIT | |
| PR Babysitteropeninterpreter/openinterpreter | 69k | 3 repos | ~4.2k | Automated safety check: Pass | Apache-2.0 | |
| GitHub Review Iterationprisma/orm | 48k | — | ~2.2k | Automated safety check: Pass | Apache-2.0 | |
| PR Finalize Reviewmicrosoft/garnet | 12k | — | ~3.1k | Automated safety check: Pass | MIT | |
| PR Review State Fetchprisma/orm | 48k | — | ~767 | Automated safety check: Pass | Apache-2.0 | |
| Fastlane Pull Request Reviewfastlane/fastlane | 42k | — | ~550 | Automated safety check: Pass | MIT |
openinterpreter/openinterpreter
Watches an open GitHub pull request until it merges, handling review comments, diagnosing CI failures and retrying flaky checks along the way.
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.
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.
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.
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.
ericrisco/rsc-harness
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ericrisco/rsc-harness
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ericrisco/rsc-harness
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ericrisco/rsc-harness
A skill your agent uses when measuring whether an LLM or agent system actually got better and gating merges on it: golden sets, fixing an inflated LLM-as-judge, scoring RAG (faithfulness, contextual…
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ericrisco/rsc-harness
A skill your agent uses when instrumenting product or web analytics — GA4/PostHog SDK wiring, event taxonomy, funnels, double-counted events, consent gating, PII scrubbing.
Works with
Categories
A skill your agent uses to judge a concrete diff, branch, or GitHub PR on its own merits with no rsc-SDD spec/plan chain to key off — the spec-less giving pass behind /code-review: only findings you…. Code Review is an agent skill from ericrisco/rsc-harness. Use to judge a concrete diff, branch, or GitHub PR on its own merits with no rsc-SDD spec/plan chain to key off — the spec-less giving pass behind /code-review: only findings you can defend, one verdict, read-only unless --comment or --fix.
Code Review fits situations like: judge a concrete diff; read-only unless --comment.
Run `npx skills add ericrisco/rsc-harness --skill code-review -a claude-code`. Or copy the skill folder (skills/code-review in ericrisco/rsc-harness) into .claude/skills/code-review in your project. Claude Code loads it when a task matches its description.
Run `npx skills add ericrisco/rsc-harness --skill code-review -a codex`. Or copy the skill folder (skills/code-review in ericrisco/rsc-harness) into .agents/skills/code-review 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 ericrisco/rsc-harness --skill code-review -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/code-review, .gemini/skills/code-review, .github/skills/code-review and .opencode/skills/code-review in your project.
Going by SKILL.md and its folder, Code Review needs the command-line tools its instructions call (gh and git).
SKILL.md contains no URLs. Its commands use gh and git, 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. Review the folder before installing.
Code Review is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 2.3k tokens (SKILL.md is roughly 9.2k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 897 tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Code Review: PR Babysitter (openinterpreter/openinterpreter, 69k stars), GitHub Review Iteration (prisma/orm, 48k stars), PR Finalize Review (microsoft/garnet, 12k stars) and PR Review State Fetch (prisma/orm, 48k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
ericrisco (a GitHub user) maintains it in ericrisco/rsc-harness, which has 156 GitHub stars. The repository holds 229 skills in this directory. The repository was last updated on October 6, 2026.
Source: ericrisco/rsc-harness on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.