PR Deep Verification
QwenLM/qwen-code
Runs a sandboxed, evidence-based check of one qwen-code pull request, proving its main change against the base build and writing a report with a machine-readable verdict.
Runs a staged pull request or diff review using selected reviewer personas, checking the change against its stated intent and project standards before producing findings.
$ npx skills add EveryInc/compound-engineering-plugin --skill ce-code-review -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install EveryInc/compound-engineering-plugin ce-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/EveryInc/compound-engineering-plugin.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/ce-code-review .claude/skills/ce-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 "ce-code-review" agent skill from https://github.com/EveryInc/compound-engineering-plugin/tree/main/skills/ce-code-review into .claude/skills/ce-code-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ce-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/EveryInc/compound-engineering-plugin/tree/main/skills/ce-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 EveryInc/compound-engineering-plugin --skill ce-code-review -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install EveryInc/compound-engineering-plugin ce-code-review --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/EveryInc/compound-engineering-plugin.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/ce-code-review .agents/skills/ce-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 "ce-code-review" agent skill from https://github.com/EveryInc/compound-engineering-plugin/tree/main/skills/ce-code-review into .agents/skills/ce-code-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ce-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 EveryInc/compound-engineering-plugin --skill ce-code-review -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install EveryInc/compound-engineering-plugin ce-code-review --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/EveryInc/compound-engineering-plugin.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/ce-code-review .cursor/skills/ce-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 "ce-code-review" agent skill from https://github.com/EveryInc/compound-engineering-plugin/tree/main/skills/ce-code-review into .cursor/skills/ce-code-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ce-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/EveryInc/compound-engineering-plugin.git --path skills/ce-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 EveryInc/compound-engineering-plugin --skill ce-code-review -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install EveryInc/compound-engineering-plugin ce-code-review --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/EveryInc/compound-engineering-plugin.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/ce-code-review .gemini/skills/ce-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 "ce-code-review" agent skill from https://github.com/EveryInc/compound-engineering-plugin/tree/main/skills/ce-code-review into .gemini/skills/ce-code-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ce-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 EveryInc/compound-engineering-plugin ce-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 EveryInc/compound-engineering-plugin --skill ce-code-review -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/EveryInc/compound-engineering-plugin.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/ce-code-review .github/skills/ce-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 "ce-code-review" agent skill from https://github.com/EveryInc/compound-engineering-plugin/tree/main/skills/ce-code-review into .github/skills/ce-code-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ce-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 EveryInc/compound-engineering-plugin --skill ce-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 EveryInc/compound-engineering-plugin ce-code-review --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/EveryInc/compound-engineering-plugin.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/ce-code-review .opencode/skills/ce-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 "ce-code-review" agent skill from https://github.com/EveryInc/compound-engineering-plugin/tree/main/skills/ce-code-review into .opencode/skills/ce-code-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ce-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.
ce-code-reviewRuns a staged pull request or diff review using selected reviewer personas, checking the change against its stated intent and project standards before producing findings.
The review proceeds through a fixed sequence of stages, each governed by its own reference file read exactly when that stage begins. It first resolves settings and the review depth (a quick, lite-only pass stops the run early), then resolves the diff scope, writes an intent summary every reviewer persona will see, and discovers the plan that a later stage checks requirements against.
Reviewer personas are then selected based on the risks the change poses, drawing from a catalog that includes an adversarial reviewer, an API-contract reviewer, a correctness reviewer, a data-migration reviewer and others, each paired with the project's applicable standards files. Findings are written to an artifact directory whose root is read from the repository's own config file, never a local override, so review output lands in a consistent, repo-relative location.
7 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit cef001f. 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 1 file in scripts/, which the agent can run.
Shell commands in SKILL.md call:
gitghFrom the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md. Its commands use git and 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.
Compound Engineering Code Review loads about 2k tokens when it runs, and up to ~96k if it reads all its reference files. Until then it costs about 71 tokens; SKILL.md has 1,119 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 EveryInc/compound-engineering-plugin at commit cef001f, republished under its MIT licence (© EveryInc). 1,119 words, ~1,954 tokens.
.claude/skills/ce-code-review/SKILL.md (or your agent's skills folder). This skill also uses 40 other files; get the full folder from GitHub.Help the caller deliver a correct change within the agreed scope. Find defects and improvements whose consequences justify action; judge the code against its intended behavior and project requirements, not a preferred rewrite. Serious defects remain important even when the diff is small. An adequate change needs no findings.
Done when: required review and validation are complete, retained findings are supported by the source, and the caller has a clear result with any remaining coverage limits. Apply only when the invocation authorizes it, under the rules below.
<!-- ce-docs-root:start -->
Resolve the CE artifact root <root> before composing any artifact path.
docs_root from <repo-root>/.compound-engineering/config.yaml only (<repo-root> = git rev-parse --show-toplevel). Do not read it from config.local.yaml. Unset -> <root> is docs, exactly as before..git/. Otherwise stop with an error naming docs_root and the value -- never fall back to docs.<root> as the sole artifact location: create it if absent, compose each path as <root>/<subdir> with this skill's own subdirectory, and never also read docs.<!-- ce-docs-root:end -->
Follow these steps in order; the references supply the detail but never change the order. Read each reference when you enter the step whose own work it governs; a read made before that step does not satisfy it, and a reference you only hand to a leaf is not one you read.
references/modes-and-output.md first. It settles arguments, conflicts, the quick-review short-circuit, the Review depth gate, and what this invocation returns.references/scope.md and resolve the reviewed diff, the scope mode, and the deterministic scope signals. Then apply that Review depth gate before Stage 2. Lite ends the run without the later spine references; lite and focused each run from this context by references/depth-paths.md.references/intent-and-plan.md, write the intent summary every reviewer receives, and discover the plan Stage 6 verifies requirements against.references/persona-catalog.md and references/select-and-route.md, then select the reviewers the change's risks call for, find the applicable standards files, and decide how the adversarial review will run.references/cross-model-review.md defines, before any local persona dispatch. Invoking this skill is itself the authorization for its configured or allowlisted peer route, once you have made the required disclosure of the recipient and of the code that leaves the machine. Do not ask the user to confirm a second time, and do not skip the peer because the user did not repeat that authorization. An explicit user prohibition on external review overrides it, as does a checkout that sets cross_model_review_mode: off with no live opt-in; both are resolved before you bind a route. A started peer replaces the local adversarial persona at this stage, and only a real failure to scope, allowlist, reach, authenticate, or start it leaves the local fallback in the roster; a later stage may still restore the local reviewer under the conditions that reference states.references/dispatch-reviewers.md. Dispatch the selected local reviewers as one concurrent batch collected in this turn, sized to the host's active-agent cap. Every successful launch is collected only when its terminal outcome is in hand: a valid compact return is consumed, a tool error or malformed output is recorded as a failed reviewer, and a launch acknowledgement alone is not a result. Use the host's blocking collection capability for asynchronous receipts within the bound that reference states, after which an uncollected reviewer is a failed reviewer; a terminal outcome may arrive as the call's return, a blocking wait's return, or a host-delivered terminal message that names the launch and carries its payload; a progress update is not one. If launched work cannot be collected reliably, stop it, and for any persisted peer (the cross-model job) run the cleanup its reference describes before returning the failure result, and never end the turn on progress to await it. Detaching local review into a polled background job is forbidden. The cross-model peer is the only detached work, and it may overlap this batch.references/finish-input.md defines and stay in that reference: it owns the validator launch and the run-artifact list. Dispatch in sequence the two leaf subagents it names, each seeded with references/finish-review.md, which the leaves read from disk and you do not open: a merge leaf that folds in the peer's findings once and merges from the run dir, then, after you launch and collect the validator it selected, a report leaf that renders the report. Neither leaf launches a subagent; you launch every one. Emit the report leaf's return verbatim as this skill's response. Never synthesize directly from raw reviewer artifacts, and never merge or render in the dispatch context. In the multi-agent path, emit only this skill's report: do not also invoke a harness-native findings or reporting tool, which belongs to the quick-review short-circuit alone.ce-code-review invocation produces findings and does not apply them. Entering the apply stage requires apply:local, or an explicit user request in the invoking prompt to apply or fix this review's findings; a deprecated mode:autofix token is neither. mode:agent never mutates the tree, even when nested inside a workflow that later applies findings. Never push, open PRs, or file tickets in any mode.AskUserQuestion, request_user_input, ask_user, or other blocking question tools. Infer intent, plan, and scope from explicit tokens, git state, PR metadata, and conversation. Note uncertainty in Coverage or the verdict — do not stop to ask.gh pr checkout, git checkout, git switch, or similar branch-switch commands. Passing a PR number, URL, or branch name selects review scope, not permission to mutate the working tree. Uncommitted work can only be reviewed from the checkout that holds it, so to review it on a feature branch, stay on that branch (or check it out yourself) and pass base: or no target.© EveryInc, 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 40 other files (scripts, references) in skills/ce-code-review of EveryInc/compound-engineering-plugin.
Open the folder on GitHubat commit cef001f
Compound Engineering 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 |
|---|---|---|---|---|---|---|
| Compound Engineering Code Review this skillEveryInc/compound-engineering-plugin | 25k | — | ~2k | Automated safety check: Pass | MIT | |
| PR Deep VerificationQwenLM/qwen-code | 28k | — | ~18k | Automated safety check: Pass | Apache-2.0 | |
| Dsh Code ReviewZhou-Yujing114514/deepseek-harness-linux | 116 | — | ~2.1k | Automated safety check: Pass | MIT | |
| Alego Code Reviewsingula-ai/alego | 109 | — | ~2.4k | Automated safety check: Pass | MIT | |
| Pre-PR Reviewyuga-hashimoto/and-code | 123 | — | ~710 | Automated safety check: Pass | MIT | |
| GitHub Swarm Code Reviewruvnet/agentic-flow | 816 | 6 repos | ~6.5k | Automated safety check: Pass | None |
QwenLM/qwen-code
Runs a sandboxed, evidence-based check of one qwen-code pull request, proving its main change against the base build and writing a report with a machine-readable verdict.
Zhou-Yujing114514/deepseek-harness-linux
A skill your agent uses when reviewing a pull request in the deepseek-harness repo — orients the reviewer to this codebase's standards (AGENTS.md conventions, defensive patterns, ADRs, quality…
singula-ai/alego
A skill your agent uses when reviewing a pull request in the alego repo — orients the reviewer to this codebase's standards (AGENTS.md conventions, defensive patterns, ADRs, quality gates) and the…
yuga-hashimoto/and-code
Runs local checks and a repo-reviewer subagent over the whole branch diff before a pull request is opened, then records the approval in the PR description.
ruvnet/agentic-flow
Reviews GitHub pull requests with a swarm of specialized agents covering security, performance, architecture, style and accessibility, driven by the gh CLI and ruv-swarm.
openinterpreter/openinterpreter
Watches an open GitHub pull request until it merges, handling review comments, diagnosing CI failures and retrying flaky checks along the way.
EveryInc/compound-engineering-plugin
Records one solved and verified problem as a durable learning in the repository, but only when the reasoning is not already clear from the final code, tests or docs.
EveryInc/compound-engineering-plugin
Audits a repo's stored learnings against the current codebase, fixes stale, overlapping or superseded docs and reports on every document.
EveryInc/compound-engineering-plugin
Builds a throwaway prototype at just the fidelity needed to settle a specific how-it-should-work-or-feel question, before committing to an approach other work will treat as fixed.
EveryInc/compound-engineering-plugin
Checks Compound Engineering plugin health and repo-local config, or scaffolds a Compound Pack when you ask for one by id.
EveryInc/compound-engineering-plugin
Watches an open GitHub pull request over time, routing review comments and CI failures to other skills until the PR is ready to merge.
EveryInc/compound-engineering-plugin
Turns a vague or ambitious feature idea into a requirements-only plan through dialogue with you, sized to the work, before any code is written.
Categories
Runs a staged pull request or diff review using selected reviewer personas, checking the change against its stated intent and project standards before producing findings. The review proceeds through a fixed sequence of stages, each governed by its own reference file read exactly when that stage begins. It first resolves settings and the review depth (a quick, lite-only pass stops the run early), then resolves the diff scope, writes an intent summary every reviewer persona will see, and discovers the plan that a later stage checks requirements against.
Compound Engineering Code Review fits situations like: reviewing a named pull request or diff before it merges; running a multi-persona adversarial review on a risky change; producing a review artifact that records findings against project standards; verifying a change against its stated intent rather than a preferred rewrite.
Run `npx skills add EveryInc/compound-engineering-plugin --skill ce-code-review -a claude-code`. Or copy the skill folder (skills/ce-code-review in EveryInc/compound-engineering-plugin) into .claude/skills/ce-code-review in your project. Claude Code loads it when a task matches its description.
Run `npx skills add EveryInc/compound-engineering-plugin --skill ce-code-review -a codex`. Or copy the skill folder (skills/ce-code-review in EveryInc/compound-engineering-plugin) into .agents/skills/ce-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 EveryInc/compound-engineering-plugin --skill ce-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/ce-code-review, .gemini/skills/ce-code-review, .github/skills/ce-code-review and .opencode/skills/ce-code-review in your project.
Going by SKILL.md and its folder, Compound Engineering Code Review needs the command-line tools its instructions call (git and gh). Our summary lists: A repository with a `.compound-engineering/config.yaml` file.
SKILL.md contains no URLs. Its commands use git and 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.
Compound Engineering 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 2k tokens (SKILL.md is roughly 7.8k 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 94k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Compound Engineering Code Review: PR Deep Verification (QwenLM/qwen-code, 28k stars), Dsh Code Review (Zhou-Yujing114514/deepseek-harness-linux, 116 stars), Alego Code Review (singula-ai/alego, 109 stars) and Pre-PR Review (yuga-hashimoto/and-code, 123 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
EveryInc (a GitHub organization) maintains it in EveryInc/compound-engineering-plugin, which has 25,412 GitHub stars. The repository holds 37 skills in this directory. The repository was last updated on October 7, 2026.
Source: EveryInc/compound-engineering-plugin on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.