Vercel Composition Patterns
supabase/supabase
React composition patterns that scale. An agent skill from supabase/supabase.
Review uncommitted changes, fix actionable correctness issues, and verify the result.
$ npx skills add nwiizo/ccswarm --skill review-fix -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install nwiizo/ccswarm review-fix --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/nwiizo/ccswarm.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/review-fix .claude/skills/review-fix && 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-fix" agent skill from https://github.com/nwiizo/ccswarm/tree/master/.agents/skills/review-fix into .claude/skills/review-fix/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "review-fix", 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/nwiizo/ccswarm/tree/master/.agents/skills/review-fixType 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 nwiizo/ccswarm --skill review-fix -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install nwiizo/ccswarm review-fix --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/nwiizo/ccswarm.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/review-fix .agents/skills/review-fix && 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-fix" agent skill from https://github.com/nwiizo/ccswarm/tree/master/.agents/skills/review-fix into .agents/skills/review-fix/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "review-fix", 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 nwiizo/ccswarm --skill review-fix -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install nwiizo/ccswarm review-fix --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/nwiizo/ccswarm.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/review-fix .cursor/skills/review-fix && 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-fix" agent skill from https://github.com/nwiizo/ccswarm/tree/master/.agents/skills/review-fix into .cursor/skills/review-fix/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "review-fix", 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/nwiizo/ccswarm.git --path .agents/skills/review-fix--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 nwiizo/ccswarm --skill review-fix -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install nwiizo/ccswarm review-fix --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/nwiizo/ccswarm.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/review-fix .gemini/skills/review-fix && 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-fix" agent skill from https://github.com/nwiizo/ccswarm/tree/master/.agents/skills/review-fix into .gemini/skills/review-fix/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "review-fix", 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 nwiizo/ccswarm review-fixInstalls 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 nwiizo/ccswarm --skill review-fix -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/nwiizo/ccswarm.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/review-fix .github/skills/review-fix && 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-fix" agent skill from https://github.com/nwiizo/ccswarm/tree/master/.agents/skills/review-fix into .github/skills/review-fix/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "review-fix", 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 nwiizo/ccswarm --skill review-fix -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install nwiizo/ccswarm review-fix --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/nwiizo/ccswarm.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/review-fix .opencode/skills/review-fix && 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-fix" agent skill from https://github.com/nwiizo/ccswarm/tree/master/.agents/skills/review-fix into .opencode/skills/review-fix/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "review-fix", 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-fixReview uncommitted changes, fix actionable correctness issues, and verify the result.
Review Fix is an agent skill from nwiizo/ccswarm. Review uncommitted changes, fix actionable correctness issues, and verify the result.
Its SKILL.md is about 600 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. The repository describes itself as: Multi-agent orchestration system using Claude Code with Git worktree isolation and specialized AI agents for collaborative development. The licence is MIT.
5 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit 611bf15. 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:
cargogitFrom the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md. Its commands use 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.
Review Fix loads about 596 tokens when it runs. Until then it costs about 24 tokens; SKILL.md has 249 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 nwiizo/ccswarm at commit 611bf15, republished under its MIT licence (© nwiizo). 249 words, ~596 tokens.
.claude/skills/review-fix/SKILL.md (or your agent's skills folder).When subagents are enabled in Codex, prefer delegating this workflow to the review-fix-agent custom agent.
Review uncommitted changes, fix actionable issues, and verify the result.
git status --short and git diff --stat HEAD to determine what changed.Run build and lint to establish a clean starting point:
cargo clippy --workspace -- -D warnings 2>&1 | tail -20
cargo test --workspace --no-run 2>&1 | tail -5If the baseline already fails, report the failures and stop. Do not mask pre-existing breakage.
Inspect the diff and new untracked files. Check for:
| Category | What to look for |
|---|---|
| Stale references | Deleted modules, commands, docs, or templates still referenced |
| Code duplication | Identical structs or functions across files worth extracting |
| Provider abstraction gaps | Hard-coded CLI names instead of the AgentProvider trait |
| Dead async | Async work discarded and then repeated synchronously |
| Sort instability | Utc::now() used as a fallback sort key |
| Hardcoded paths | Filesystem paths that should be relative to repo_path |
| Unused params | Accepted CLI arguments silently ignored |
| Security | Path traversal, credential leaks, unchecked user input |
Classify each finding:
For each fix-level finding:
cargo clippy --workspace -- -D warnings
cargo test --workspace --no-runIf clippy or test compilation fails, revert the offending edit and downgrade it to a warning.
Output a structured summary:
## Review + Fix Report
### Fixed
- <file>:<line> - <description>
### Warnings
- <file>:<line> - <description>
### Notes
- <description>
### Verification
- clippy: PASS / FAIL
- test compile: PASS / FAIL
- files modified: N© nwiizo, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in .agents/skills/review-fix of nwiizo/ccswarm.
Open the folder on GitHubat commit 611bf15
Review Fix 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 Fix this skillnwiizo/ccswarm | 153 | — | ~596 | Automated safety check: Pass | MIT | |
| Vercel Composition Patternssupabase/supabase | 111k | 58 repos | ~726 | Automated safety check: Pass | MIT | |
| Finishing a Development Branchobra/superpowers | 297k | 5 repos | ~1.9k | Automated safety check: Pass | MIT | |
| Typescript Advanced Typesrolling-scopes/rsschool-app | 10k | 25 repos | ~4.2k | Automated safety check: Pass | MPL-2.0 | |
| PR Babysitteropeninterpreter/openinterpreter | 69k | 3 repos | ~4.2k | Automated safety check: Pass | Apache-2.0 | |
| Code Review ChecklistshareAI-lab/learn-claude-code | 78k | 4 repos | ~1.1k | Automated safety check: Pass | MIT |
supabase/supabase
React composition patterns that scale. An agent skill from supabase/supabase.
obra/superpowers
Walks the last step of a branch: confirm tests pass, detect the git environment, ask how to integrate, carry out your choice and clean up the worktree.
rolling-scopes/rsschool-app
Master TypeScript's advanced type system including generics, conditional types, mapped types, template literals, and utility types for building type-safe applications.
openinterpreter/openinterpreter
Watches an open GitHub pull request until it merges, handling review comments, diagnosing CI failures and retrying flaky checks along the way.
shareAI-lab/learn-claude-code
Reviews code against a five-part checklist covering security, correctness, performance, maintainability and testing, and reports findings in a fixed format.
onyx-dot-app/onyx
Iteratively improves a PR (GitHub), MR (GitLab), or shelved changelist (Perforce) until Greptile gives it a 5/5 confidence score with zero unresolved comments.
nwiizo/ccswarm
Release deployment process for ccswarm. An agent skill from nwiizo/ccswarm.
nwiizo/ccswarm
Code review with automatic fix. An agent skill from nwiizo/ccswarm.
nwiizo/ccswarm
Code review with automatic fix. An agent skill from nwiizo/ccswarm.
nwiizo/ccswarm
nwiizoの方針でコードを実装・修正し、過剰設計をレビューする。最小実装・YAGNIの依頼にも使う。Rustでは型・所有権・依存の選定、Edition・MSRVに応じた機能選択と構造診断を行う。
nwiizo/ccswarm
Run performance benchmarks with criterion. An agent skill from nwiizo/ccswarm.
nwiizo/ccswarm
Parallel development workflow using git worktrees. An agent skill from nwiizo/ccswarm.
Categories
Review uncommitted changes, fix actionable correctness issues, and verify the result. Review Fix is an agent skill from nwiizo/ccswarm. Review uncommitted changes, fix actionable correctness issues, and verify the result.
Review Fix fits situations like: development work in your project.
Run `npx skills add nwiizo/ccswarm --skill review-fix -a claude-code`. Or copy the skill folder (.agents/skills/review-fix in nwiizo/ccswarm) into .claude/skills/review-fix in your project. Claude Code loads it when a task matches its description.
Run `npx skills add nwiizo/ccswarm --skill review-fix -a codex`. Or copy the skill folder (.agents/skills/review-fix in nwiizo/ccswarm) into .agents/skills/review-fix 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 nwiizo/ccswarm --skill review-fix -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-fix, .gemini/skills/review-fix, .github/skills/review-fix and .opencode/skills/review-fix in your project.
Going by SKILL.md and its folder, Review Fix needs the command-line tools its instructions call (cargo and git).
SKILL.md contains no URLs. Its commands use 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.
Review Fix is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 596 tokens (SKILL.md is roughly 2.4k 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 Fix: Vercel Composition Patterns (supabase/supabase, 111k stars), Finishing a Development Branch (obra/superpowers, 297k stars), Typescript Advanced Types (rolling-scopes/rsschool-app, 10k stars) and PR Babysitter (openinterpreter/openinterpreter, 69k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
nwiizo (a GitHub user) maintains it in nwiizo/ccswarm, which has 153 GitHub stars. The repository holds 12 skills in this directory. The repository was last updated on October 9, 2026.
Source: nwiizo/ccswarm on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.