Vercel Composition Patterns
supabase/supabase
React composition patterns that scale. An agent skill from supabase/supabase.
Push the committed feature branch, create or update its PR, then run Product Architect acceptance and PR-Reviewer on it.
$ npx skills add iusztinpaul/squid --skill squid-review -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install iusztinpaul/squid squid-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/iusztinpaul/squid.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/squid-review .claude/skills/squid-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 "squid-review" agent skill from https://github.com/iusztinpaul/squid/tree/main/skills/squid-review into .claude/skills/squid-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "squid-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/iusztinpaul/squid/tree/main/skills/squid-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 iusztinpaul/squid --skill squid-review -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install iusztinpaul/squid squid-review --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/iusztinpaul/squid.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/squid-review .agents/skills/squid-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 "squid-review" agent skill from https://github.com/iusztinpaul/squid/tree/main/skills/squid-review into .agents/skills/squid-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "squid-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 iusztinpaul/squid --skill squid-review -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install iusztinpaul/squid squid-review --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/iusztinpaul/squid.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/squid-review .cursor/skills/squid-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 "squid-review" agent skill from https://github.com/iusztinpaul/squid/tree/main/skills/squid-review into .cursor/skills/squid-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "squid-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/iusztinpaul/squid.git --path skills/squid-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 iusztinpaul/squid --skill squid-review -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install iusztinpaul/squid squid-review --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/iusztinpaul/squid.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/squid-review .gemini/skills/squid-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 "squid-review" agent skill from https://github.com/iusztinpaul/squid/tree/main/skills/squid-review into .gemini/skills/squid-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "squid-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 iusztinpaul/squid squid-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 iusztinpaul/squid --skill squid-review -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/iusztinpaul/squid.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/squid-review .github/skills/squid-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 "squid-review" agent skill from https://github.com/iusztinpaul/squid/tree/main/skills/squid-review into .github/skills/squid-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "squid-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 iusztinpaul/squid --skill squid-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 iusztinpaul/squid squid-review --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/iusztinpaul/squid.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/squid-review .opencode/skills/squid-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 "squid-review" agent skill from https://github.com/iusztinpaul/squid/tree/main/skills/squid-review into .opencode/skills/squid-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "squid-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.
squid-reviewPush the committed feature branch, create or update its PR, then run Product Architect acceptance and PR-Reviewer on it.
Squid Review is an agent skill from iusztinpaul/squid. Push the committed feature branch, create or update its PR, then run Product Architect acceptance and PR-Reviewer on it. Output: a clean PR with no blockers, or ONE rollup task. Trigger after a feature's tasks are implemented and committed.
Its SKILL.md is about 870 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 licence is Apache-2.0.
3 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit f5bf6b3. 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.
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
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.
Squid Review loads about 873 tokens when it runs. Until then it costs about 63 tokens; SKILL.md has 300 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 iusztinpaul/squid at commit f5bf6b3, republished under its Apache-2.0 licence (© iusztinpaul). 300 words, ~873 tokens.
.claude/skills/squid-review/SKILL.md (or your agent's skills folder).Take the committed feature branch and turn it into a clean, pushed feature PR — or a rollup task describing what to fix. Both gates run on the pushed PR, sequentially: Product Architect (PA) acceptance first, then PR-Reviewer.
You are the orchestrator — a MANAGER. You push, launch the review agents, enforce the gates, and route failures back as rollup tasks. You do NOT review the diff, write code, or merge.
Read AGENTS.md first (tracker mode). Retry caps are below; the Severity Rule lives in the PR-Reviewer's role definition.
Input: a feature branch whose tasks are implemented and committed (the worktree when orchestrated by /squid-implement-night; the current branch when run standalone).
Output: a pushed feature PR with NO blockers (Nits appended to the PR description), OR ONE rollup task.
Critical rules:
Agent(
subagent_type="squid:software-engineer",
prompt="""Push feature {title} and open/update its PR per your Push / open PR section. {Working directory: {path}.}
The PR description summarizes the feature and lists each task by ID. Hand back the PR number."""
)Capture the PR number for the gates below.
Agent(
subagent_type="squid:product-architect",
prompt="""Acceptance review for feature {title} on PR #{N}. Read AGENTS.md first. Follow your acceptance-review role.
{Working directory: {path}.}
Walk the feature from the user's perspective against the Tasks Plan's acceptance criteria. Verdict: ACCEPT or REJECT. On REJECT, write ONE rollup task capturing ALL product issues."""
)USER ACTION REQUIRED.Agent(
subagent_type="squid:pr-reviewer",
prompt="""Review PR #{N} (branch feat/{slug}). Read AGENTS.md first. Follow your role definition.
{Working directory: {path}.}
Walk every review dimension, including the Simplicity / anti-over-engineering pass. Produce ONE rollup task if there are Blockers; else report NO BLOCKERS and append the Nits to the PR description."""
)USER ACTION REQUIRED./squid-review-ci (or the human) for CI validation./squid-implement-night) routes it back through /squid-implement-task, then re-invokes /squid-review.© iusztinpaul, Apache-2.0. 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 skills/squid-review of iusztinpaul/squid.
Open the folder on GitHubat commit f5bf6b3
Squid 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 |
|---|---|---|---|---|---|---|
| Squid Review this skilliusztinpaul/squid | 203 | — | ~873 | Automated safety check: Pass | Apache-2.0 | |
| 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.
iusztinpaul/squid
Run the full agent-team pipeline end-to-end for one feature whose Tasks Plan is already approved by /squid-plan, handing the human a validated, ready-to-squash-merge PR.
iusztinpaul/squid
Implement one task — or a whole list / an approved Tasks Plan — via the inner SWE↔Tester loop, committing each task on PASS.
iusztinpaul/squid
Drive CI green on a pushed, review-clean feature PR — On-Call diagnoses failures and hands fix tasks to the SWE.
iusztinpaul/squid
Write and evaluate effective Python tests using pytest. An agent skill from iusztinpaul/squid.
iusztinpaul/squid
Periodic architectural sweep — reads existing ADRs, maps modules/dependencies/layering, and reports up to 10 prioritised findings shaped as refactor proposals /squid-refactor can consume directly.
iusztinpaul/squid
Shrink an agent harness (.agents/ skills + resources) to the minimum tokens that keep the exact same logic.
Categories
Push the committed feature branch, create or update its PR, then run Product Architect acceptance and PR-Reviewer on it. Squid Review is an agent skill from iusztinpaul/squid. Push the committed feature branch, create or update its PR, then run Product Architect acceptance and PR-Reviewer on it.
Squid Review fits situations like: after a features tasks are implemented and committed.
Run `npx skills add iusztinpaul/squid --skill squid-review -a claude-code`. Or copy the skill folder (skills/squid-review in iusztinpaul/squid) into .claude/skills/squid-review in your project. Claude Code loads it when a task matches its description.
Run `npx skills add iusztinpaul/squid --skill squid-review -a codex`. Or copy the skill folder (skills/squid-review in iusztinpaul/squid) into .agents/skills/squid-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 iusztinpaul/squid --skill squid-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/squid-review, .gemini/skills/squid-review, .github/skills/squid-review and .opencode/skills/squid-review in your project.
SKILL.md names no scripts, command-line tools or credentials: Squid Review is instructions for the agent only.
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.
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.
Squid Review is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 873 tokens (SKILL.md is roughly 3.5k 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 Squid 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.
iusztinpaul (a GitHub user) maintains it in iusztinpaul/squid, which has 203 GitHub stars. The repository holds 13 skills in this directory. The repository was last updated on September 3, 2026.
Source: iusztinpaul/squid on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.