Vercel Composition Patterns
supabase/supabase
React composition patterns that scale. An agent skill from supabase/supabase.
Antigravity Swarm review skill for diff, evidence, hook, package, docs, installer, and real-surface QA inspection.
$ npx skills add wjgoarxiv/antigravity-swarm --skill asw-review -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install wjgoarxiv/antigravity-swarm asw-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/wjgoarxiv/antigravity-swarm.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/antigravity-swarm/skills/asw-review .claude/skills/asw-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 "asw-review" agent skill from https://github.com/wjgoarxiv/antigravity-swarm/tree/main/plugins/antigravity-swarm/skills/asw-review into .claude/skills/asw-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "asw-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/wjgoarxiv/antigravity-swarm/tree/main/plugins/antigravity-swarm/skills/asw-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 wjgoarxiv/antigravity-swarm --skill asw-review -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install wjgoarxiv/antigravity-swarm asw-review --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/wjgoarxiv/antigravity-swarm.git skills-src && mkdir -p .agents/skills && cp -r skills-src/plugins/antigravity-swarm/skills/asw-review .agents/skills/asw-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 "asw-review" agent skill from https://github.com/wjgoarxiv/antigravity-swarm/tree/main/plugins/antigravity-swarm/skills/asw-review into .agents/skills/asw-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "asw-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 wjgoarxiv/antigravity-swarm --skill asw-review -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install wjgoarxiv/antigravity-swarm asw-review --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/wjgoarxiv/antigravity-swarm.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/plugins/antigravity-swarm/skills/asw-review .cursor/skills/asw-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 "asw-review" agent skill from https://github.com/wjgoarxiv/antigravity-swarm/tree/main/plugins/antigravity-swarm/skills/asw-review into .cursor/skills/asw-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "asw-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/wjgoarxiv/antigravity-swarm.git --path plugins/antigravity-swarm/skills/asw-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 wjgoarxiv/antigravity-swarm --skill asw-review -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install wjgoarxiv/antigravity-swarm asw-review --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/wjgoarxiv/antigravity-swarm.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/plugins/antigravity-swarm/skills/asw-review .gemini/skills/asw-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 "asw-review" agent skill from https://github.com/wjgoarxiv/antigravity-swarm/tree/main/plugins/antigravity-swarm/skills/asw-review into .gemini/skills/asw-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "asw-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 wjgoarxiv/antigravity-swarm asw-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 wjgoarxiv/antigravity-swarm --skill asw-review -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/wjgoarxiv/antigravity-swarm.git skills-src && mkdir -p .github/skills && cp -r skills-src/plugins/antigravity-swarm/skills/asw-review .github/skills/asw-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 "asw-review" agent skill from https://github.com/wjgoarxiv/antigravity-swarm/tree/main/plugins/antigravity-swarm/skills/asw-review into .github/skills/asw-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "asw-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 wjgoarxiv/antigravity-swarm --skill asw-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 wjgoarxiv/antigravity-swarm asw-review --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/wjgoarxiv/antigravity-swarm.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/plugins/antigravity-swarm/skills/asw-review .opencode/skills/asw-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 "asw-review" agent skill from https://github.com/wjgoarxiv/antigravity-swarm/tree/main/plugins/antigravity-swarm/skills/asw-review into .opencode/skills/asw-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "asw-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.
asw-reviewAntigravity Swarm review skill for diff, evidence, hook, package, docs, installer, and real-surface QA inspection.
Asw Review is an agent skill from wjgoarxiv/antigravity-swarm. Antigravity Swarm review skill for diff, evidence, hook, package, docs, installer, and real-surface QA inspection.
Its SKILL.md is about 2.6k 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: ::A team of AI agents to code for you.::. The licence is MIT.
10 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit a949cb8. 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:
npmFrom the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md. Its commands use npm, 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.
Asw Review loads about 2.6k tokens when it runs. Until then it costs about 31 tokens; SKILL.md has 1,282 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 wjgoarxiv/antigravity-swarm at commit a949cb8, republished under its MIT licence (© wjgoarxiv). 1,282 words, ~2,623 tokens.
.claude/skills/asw-review/SKILL.md (or your agent's skills folder).Use this skill before release, publication, merge, or any claim that broad work is complete.
Lead with findings. Approval is earned by evidence.
Check:
Reject if the diff solves a different problem or leaves a requested criterion unaddressed.
Check:
Reject if behavior is inferred instead of proven.
Check the surface the user actually touches:
Tests alone are not enough for user-visible behavior.
Check:
Reject if cleanup removes meaningful behavior or adds broad speculative architecture.
Check:
Reject if private/reference/runtime material can ship.
Check:
Every review should list evidence actually inspected:
Missing evidence is a blocker.
Gather context before launching review lanes:
Context packet:
Goal:
Non-goals:
Changed files:
Generated files:
User-visible surfaces:
Package surfaces:
Private/runtime risks:
Verification already run:
Missing verification:Do not review from memory. The review starts from the actual diff and the newest request.
For broad changes, run independent review lanes in parallel or simulate them one by one if subagents are unavailable. The lanes are intentionally redundant; overlap catches false confidence.
Required lanes:
Each reviewer returns:
Lane:
Files inspected:
Evidence:
Findings:
Blockers:
Recommended checks:
Verdict:If any lane rejects, the final verdict rejects.
Mission:
Questions:
Reject on:
Mission:
QA scenario process:
For Antigravity Swarm changes, QA may include:
agy plugin validate,npm pack --dry-run,Reject when user-visible behavior is only unit-tested but not exercised through the real surface.
Mission:
Focus areas:
Reject when cleanup or refactor weakens behavior proof.
Mission:
For installers and hooks:
Reject on:
Mission:
Search areas:
Reject if a stale claim remains on a public surface, even when tests pass.
After collecting lanes:
Approval requires:
Return one of:
ASW APPROVED when every criterion is proven and no blockers remain.ASW REJECTED when any issue blocks release."Looks good except" is rejected.
Findings
- [severity] path:line - issue. Impact. Required evidence or fix.
Open Questions
- ...
Evidence Reviewed
- ...
Verdict: ASW APPROVED | ASW REJECTEDSeverity:
npm pack --dry-run --json inspected.bad list is empty for private/runtime patterns.README.md, README_KO.md, cover.png, LICENSE, package entrypoints included..asw/plans.Approve only after:
© wjgoarxiv, 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 plugins/antigravity-swarm/skills/asw-review of wjgoarxiv/antigravity-swarm.
Open the folder on GitHubat commit a949cb8
Asw 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 |
|---|---|---|---|---|---|---|
| Asw Review this skillwjgoarxiv/antigravity-swarm | 166 | — | ~2.6k | 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.
wjgoarxiv/antigravity-swarm
Antigravity Swarm execution loop for evidence-driven implementation with tests, subagents, hooks, and manual QA.
wjgoarxiv/antigravity-swarm
Remove AI-looking clutter and temporary artifacts without changing behavior.
wjgoarxiv/antigravity-swarm
Hypothesis-driven Antigravity Swarm debugging for crashes, hangs, wrong output, and runtime drift.
wjgoarxiv/antigravity-swarm
Durable Antigravity Swarm goal orchestration with explicit success criteria, evidence ledger, manual QA channels, and completion audit.
wjgoarxiv/antigravity-swarm
Antigravity Swarm Loop executes RED to GREEN to real-surface QA with cleanup receipts.
wjgoarxiv/antigravity-swarm
Antigravity Swarm Plan creates a decision-complete plan before large or ambiguous work.
Categories
Antigravity Swarm review skill for diff, evidence, hook, package, docs, installer, and real-surface QA inspection. Asw Review is an agent skill from wjgoarxiv/antigravity-swarm. Antigravity Swarm review skill for diff, evidence, hook, package, docs, installer, and real-surface QA inspection.
Asw Review fits situations like: development work in your project.
Run `npx skills add wjgoarxiv/antigravity-swarm --skill asw-review -a claude-code`. Or copy the skill folder (plugins/antigravity-swarm/skills/asw-review in wjgoarxiv/antigravity-swarm) into .claude/skills/asw-review in your project. Claude Code loads it when a task matches its description.
Run `npx skills add wjgoarxiv/antigravity-swarm --skill asw-review -a codex`. Or copy the skill folder (plugins/antigravity-swarm/skills/asw-review in wjgoarxiv/antigravity-swarm) into .agents/skills/asw-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 wjgoarxiv/antigravity-swarm --skill asw-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/asw-review, .gemini/skills/asw-review, .github/skills/asw-review and .opencode/skills/asw-review in your project.
Going by SKILL.md and its folder, Asw Review needs the command-line tools its instructions call (npm).
SKILL.md contains no URLs. Its commands use npm, 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.
Asw 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 2.6k tokens (SKILL.md is roughly 10k 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 Asw Review: 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.
wjgoarxiv (a GitHub user) maintains it in wjgoarxiv/antigravity-swarm, which has 166 GitHub stars. The repository holds 15 skills in this directory. The repository was last updated on June 19, 2026.
Source: wjgoarxiv/antigravity-swarm on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.