Agent skill

Auto Review

A skill your agent uses to configure and understand the built-in auto-review plugin (wstack-auto-review) that fires automated code review subagents on every code change during a session.

MITAuto-check passedDevelopment

Install Auto Review

skills CLI

$ npx skills add WrongStack/WrongStack --skill auto-review -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI

$ gh skill install WrongStack/WrongStack auto-review --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy

$ git clone --depth 1 https://github.com/WrongStack/WrongStack.git skills-src && mkdir -p .claude/skills && cp -r skills-src/packages/core/skills/auto-review .claude/skills/auto-review && rm -rf skills-src

Use ~/.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/

Paste into Claude Code

Install the "auto-review" agent skill from https://github.com/WrongStack/WrongStack/tree/main/packages/core/skills/auto-review into .claude/skills/auto-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "auto-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

$skill-installer install https://github.com/WrongStack/WrongStack/tree/main/packages/core/skills/auto-review

Type 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.

skills CLI

$ npx skills add WrongStack/WrongStack --skill auto-review -a codex

Project install goes to .agents/skills/; add -g for ~/.codex/skills/.

GitHub CLI

$ gh skill install WrongStack/WrongStack auto-review --agent codex

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/WrongStack/WrongStack.git skills-src && mkdir -p .agents/skills && cp -r skills-src/packages/core/skills/auto-review .agents/skills/auto-review && rm -rf skills-src

Use ~/.agents/skills/ instead of .agents/skills for a personal install.

Codex skills documentation · loads skills from .agents/skills/

Paste into Codex

Install the "auto-review" agent skill from https://github.com/WrongStack/WrongStack/tree/main/packages/core/skills/auto-review into .agents/skills/auto-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "auto-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.

skills CLI

$ npx skills add WrongStack/WrongStack --skill auto-review -a cursor

Project install goes to .agents/skills/; add -g for ~/.cursor/skills/.

GitHub CLI

$ gh skill install WrongStack/WrongStack auto-review --agent cursor

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/WrongStack/WrongStack.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/packages/core/skills/auto-review .cursor/skills/auto-review && rm -rf skills-src

Use ~/.cursor/skills/ instead of .cursor/skills for a personal install.

Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/

Paste into Cursor

Install the "auto-review" agent skill from https://github.com/WrongStack/WrongStack/tree/main/packages/core/skills/auto-review into .cursor/skills/auto-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "auto-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

$ gemini skills install https://github.com/WrongStack/WrongStack.git --path packages/core/skills/auto-review

--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.

skills CLI

$ npx skills add WrongStack/WrongStack --skill auto-review -a gemini-cli

Project install goes to .agents/skills/; add -g for ~/.gemini/skills/.

GitHub CLI

$ gh skill install WrongStack/WrongStack auto-review --agent gemini-cli

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/WrongStack/WrongStack.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/packages/core/skills/auto-review .gemini/skills/auto-review && rm -rf skills-src

Use ~/.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/

Paste into Gemini CLI

Install the "auto-review" agent skill from https://github.com/WrongStack/WrongStack/tree/main/packages/core/skills/auto-review into .gemini/skills/auto-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "auto-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.

GitHub CLI

$ gh skill install WrongStack/WrongStack auto-review

Installs 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).

skills CLI

$ npx skills add WrongStack/WrongStack --skill auto-review -a github-copilot

Project install goes to .agents/skills/; add -g for ~/.copilot/skills/.

Manual copy

$ git clone --depth 1 https://github.com/WrongStack/WrongStack.git skills-src && mkdir -p .github/skills && cp -r skills-src/packages/core/skills/auto-review .github/skills/auto-review && rm -rf skills-src

Use ~/.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/

Paste into GitHub Copilot

Install the "auto-review" agent skill from https://github.com/WrongStack/WrongStack/tree/main/packages/core/skills/auto-review into .github/skills/auto-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "auto-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.

skills CLI

$ npx skills add WrongStack/WrongStack --skill auto-review -a opencode

OpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.

GitHub CLI

$ gh skill install WrongStack/WrongStack auto-review --agent opencode

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/WrongStack/WrongStack.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/packages/core/skills/auto-review .opencode/skills/auto-review && rm -rf skills-src

Use ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.

OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/

Paste into OpenCode

Install the "auto-review" agent skill from https://github.com/WrongStack/WrongStack/tree/main/packages/core/skills/auto-review into .opencode/skills/auto-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "auto-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.

Facts

Skill name: auto-review
GitHub stars: 370
Token cost: ~1.8k tokens
SKILL.md length: 700 words
Files: 1
Skills in repo: 38
Repo updated: Oct 8, 2026
First seen: Oct 7, 2026
Licence: MIT

At a glance

A skill your agent uses to configure and understand the built-in auto-review plugin (wstack-auto-review) that fires automated code review subagents on every code change during a session.

Tasks that involve Subagents
SKILL.md covers Overview, Status, Requirements and Configuration, plus 6 more sections
Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
Tasks that involve Code review

What it does

Auto Review is an agent skill from WrongStack/WrongStack. Use this skill to configure and understand the built-in auto-review plugin (wstack-auto-review) that fires automated code review subagents on every code change during a session. Triggers: user says "auto review", "otomatik review", "auto code review", "her değişiklikte review", "/auto-review".

Its SKILL.md is about 1.8k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Development, covering Subagents and Code review. The repository describes itself as: An AI coding agent that reads your code, edits files, runs commands, and reasons through bugs — across a terminal REPL, a full-screen TUI, and a browser UI, while you keep your… The licence is MIT.

When your agent uses it

Tasks that involve Subagents
Tasks that involve Code review

Example prompts

“auto review”
“otomatik review”
“auto code review”
“/auto-review”

What it can do on your machine

Read from SKILL.md and the folder at commit 0fb4c17. It shows what the files ask for, not the result of running them.

Tool permissions
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.
Runs code
No scripts in the folder and no shell commands in SKILL.md (its code samples are json).
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Auto Review loads about 1.8k tokens when it runs. Until then it costs about 77 tokens; SKILL.md has 700 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it: ~77
When it runs · the whole SKILL.md, loaded when a task matches: ~1.8k

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.

Safety

Auto-check passed

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.

SKILL.md

The full file from WrongStack/WrongStack at commit 0fb4c17, republished under its MIT licence (© WrongStack). 700 words, ~1,786 tokens.

Download SKILL.mdSave it as .claude/skills/auto-review/SKILL.md (or your agent's skills folder).

name: auto-review
description: Use this skill to configure and understand the built-in auto-review plugin (wstack-auto-review) that fires automated code review subagents on every code change during a session. Triggers: user says "auto review", "otomatik review", "auto code review", "her değişiklikte review", "/auto-review".
version: 2.1.0
required-capabilities: version-control.manage
required-tools: git
optional-capabilities: fleet.delegate, verification.run

Auto Review — Built-in Plugin

Overview

The wstack-auto-review plugin (built into @wrongstack/core) detects every git-tracked file change during a session and automatically dispatches a review subagent after a trailing file-quiet window. It extends the Chimera review pipeline with mid-session reviews while leaving any work still waiting at session.ended to the post-session Chimera path.

iteration.completed → git diff → trailing quiet window → chimera.review_needed event
                                                   ↓
                                    Director spawns review subagent
                                    (provider/model from config)
                                                  ↓
                                    Severity-ranked report → store + mailbox
                                                  ↓
                                    chimera.review_complete event
                                                  ↓
                                    chimera.report_available notification
                                                  ↓
                                    stop (with cascadeOn set: follow-up fix agents)

Status

This is a built-in plugin (packages/core/src/plugins/auto-review-plugin.ts), NOT a skill-based watcher. It is loaded automatically and enabled by default. Optional overrides in your config:

json

{
  "extensions": {
    "wstack-auto-review": {
      "provider": "deepseek",
      "model": "deepseek-chat",
      "fallbackProfile": "reliable",
      "modelSelection": "round-robin",
      "debounceMs": 15000,
      "maxFilesPerBatch": 15
    }
  }
}

Requirements

--director flag (Director mode) — the subagent spawning pipeline (execution.ts) requires the Director to be active. Without it, review events are silently skipped.
git available in the session working directory.

Configuration

Key	Type	Default	Description
`enabled`	boolean	true	Master switch
`provider`	string	session provider	LLM provider for review agents
`model`	string	session model	LLM model for review agents
`fallbackProfile`	string	effective fallback profile	Named profile from `fallbackProfiles`; its first valid entry supplies the primary provider/model when those are omitted, and its entries form the reviewer selection and retry pool
`modelSelection`	`round-robin` \| `random`	`round-robin`	Choose each review's starting model in profile order or randomly; remaining entries stay available as fallbacks
`debounceMs`	number	15000	Required file-quiet period before a mid-session review starts
`maxFilesPerBatch`	number	15	Files per review call
`maxConcurrentReviews`	number	2	Parallel review subagent cap
`cascadeOn`	`off` \| `high` \| `critical`	`high`	Follow-up agents (bug-hunter / security-scanner) for verified findings at or above this severity
`maxCascadeDepth`	number	2	Max fix → re-review cycles when the cascade triggers

Slash commands

Command	Action
`/auto-review`	Show status + current config
`/auto-review on`	Enable (via config update)
`/auto-review off`	Disable

What is reviewed

Only git-tracked files with staged or unstaged changes; untracked (??) files are never read or reviewed
Content-aware — later edits to an already-modified file trigger again when its content fingerprint changes
Debounced without loss — rapid edits restart the quiet window; the latest content is reviewed in the background after the full window elapses
Lifecycle-safe — session.ended cancels a pending mid-session timer and hands those files to post-session Chimera
Capped at maxFilesPerBatch files per call; overflow stays pending
Skipped — .wrongstack/ files
Deleted files are silently omitted

Completion and cascade

Every completed review is persisted and announced through chimera.report_available. A report never becomes a normal assistant response or wakes the leader. By default (cascadeOn: "high") verified findings at High or Critical trigger follow-up fix agents (bug-hunter / security-scanner), bounded by maxCascadeDepth fix → re-review cycles; findings below that threshold leave the user to decide later whether to act. Set cascadeOn to "critical" or "off" to narrow or disable the cascade.

Show full SKILL.md (288 more words)Show less

Out of scope

Don't rely on auto-review without --director. The subagent pipeline requires Director mode; without it, review events silently skip. Verify the director is on before relying on its reviews.
Don't start the plugin while a session is mid-flight without a clear contract. Auto-review dispatches reviewers at trailing-quiet windows; the user has to know it's running.
Don't read untracked files. ?? files are never reviewed. If a reviewer needs a file, the workflow must have it staged or tracked first.
Don't manually trigger a fix from a report. The report goes to the mailbox and notifies UIs. A follow-up fix is a separate user-initiated turn unless the cascadeOn threshold (default high) triggers the correction cascade.
Don't re-route the report to mailbox peers or the leader. Runtime handles persistence and notification. Manual mailbox traffic from auto-review is double-handling.
Don't tune maxFilesPerBatch above 15 without measuring cost. Larger batches cut parallelism gains and inflate single-review latency.
Don't set the debounce below 5s. Too-aggressive debounce starts reviews while the user is still mid-edit; they hit a reviewer they didn't ask for.

Before reporting

--director mode is on (auto-review requires it)
wstack-auto-review is enabled (the default — check nothing set enabled: false)
git is available in the session working directory
Only git-tracked files are reviewed; untracked files skipped
Reports go to the mailbox + chimera.report_available notification, not to peer mail
Follow-up fix agents only when findings meet the cascadeOn threshold (default high)
Debounce and maxFilesPerBatch tuned for the workload, not at default

Skills in scope

chimera — for the review output format and severity rules
node-modern — for understanding the TypeScript plugin code
git-flow — for git diff detection patterns
multi-agent — for subagent delegation and fleet management
security-scanner — for security vulnerability patterns
bug-hunter — for systematic bug detection

Files

Just SKILL.md in packages/core/skills/auto-review of WrongStack/WrongStack.

Open the folder on GitHubat commit 0fb4c17

Compare with similar skills

Auto 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.

Auto Review compared with similar skills
Skill	Stars	Used in	Tokens	Auto-check	Licence	Repo updated
Auto Review this skillWrongStack/WrongStack	370	—	~1.8k	Automated safety check: Pass	MIT	yesterday
GitHub Review Iterationprisma/orm	48k	—	~2.2k	Automated safety check: Pass	Apache-2.0	today
Cherry Studio PR ReviewCherryHQ/cherry-studio	52k	—	~3.9k	Automated safety check: Pass	AGPL-3.0	today
PR Reviewjaemk/self_update	961	—	~1.5k	Automated safety check: Notes	MIT	1 mo ago
Cursor Composer Task DelegateChachamaru127/claude-code-harness	3.2k	—	~4.4k	Automated safety check: Notes	MIT	4 days ago
Local PR Reviewwindmill-labs/windmill	18k	—	~995	Automated safety check: Pass	Custom licence	today

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Questions about Auto Review

What does Auto Review do?

A skill your agent uses to configure and understand the built-in auto-review plugin (wstack-auto-review) that fires automated code review subagents on every code change during a session. Auto Review is an agent skill from WrongStack/WrongStack. Use this skill to configure and understand the built-in auto-review plugin (wstack-auto-review) that fires automated code review subagents on every code change during a session.

When should I use Auto Review?

Auto Review fits situations like: tasks that involve Subagents; tasks that involve Code review.

How do I install Auto Review in Claude Code?

Run `npx skills add WrongStack/WrongStack --skill auto-review -a claude-code`. Or copy the skill folder (packages/core/skills/auto-review in WrongStack/WrongStack) into .claude/skills/auto-review in your project. Claude Code loads it when a task matches its description.

How do I install Auto Review in Codex?

Run `npx skills add WrongStack/WrongStack --skill auto-review -a codex`. Or copy the skill folder (packages/core/skills/auto-review in WrongStack/WrongStack) into .agents/skills/auto-review in your project. Codex loads it when a task matches its description.

Can I use Auto Review in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add WrongStack/WrongStack --skill auto-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/auto-review, .gemini/skills/auto-review, .github/skills/auto-review and .opencode/skills/auto-review in your project.

What does Auto Review need to run?

SKILL.md names no scripts, command-line tools or credentials: Auto Review is instructions for the agent only.

Does Auto Review access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Auto Review safe to install?

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.

What licence does Auto Review use?

Auto Review is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Auto Review use?

About 1.8k tokens (SKILL.md is roughly 7.1k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Auto Review?

Skills that share tags, products or a category with Auto Review: GitHub Review Iteration (prisma/orm, 48k stars), Cherry Studio PR Review (CherryHQ/cherry-studio, 52k stars), PR Review (jaemk/self_update, 961 stars) and Cursor Composer Task Delegate (Chachamaru127/claude-code-harness, 3.2k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Auto Review?

WrongStack (a GitHub organization) maintains it in WrongStack/WrongStack, which has 370 GitHub stars. The repository holds 38 skills in this directory. The repository was last updated on October 8, 2026.

Source: WrongStack/WrongStack on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.

Install Auto Review

Facts

At a glance

What it does

When your agent uses it

Example prompts

What it can do on your machine

Tool permissions

Runs code

Network

Credentials

Context cost

Safety

SKILL.md

Auto Review — Built-in Plugin

Overview

Status

Requirements

Configuration

Slash commands

What is reviewed

Completion and cascade

Out of scope

Before reporting

Skills in scope

Files

Compare with similar skills

Similar skills

More from WrongStack/WrongStack

Related

Questions about Auto Review