PR Babysitter
openinterpreter/openinterpreter
Watches an open GitHub pull request until it merges, handling review comments, diagnosing CI failures and retrying flaky checks along the way.
Review code changes in Magma for correctness, performance, and consistency with project conventions.
$ npx skills add ProjectMagma/Magma --skill code-review -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install ProjectMagma/Magma 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/ProjectMagma/Magma.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.github/skills/code-review .claude/skills/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 "code-review" agent skill from https://github.com/ProjectMagma/Magma/tree/master/.github/skills/code-review into .claude/skills/code-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "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/ProjectMagma/Magma/tree/master/.github/skills/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 ProjectMagma/Magma --skill code-review -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install ProjectMagma/Magma code-review --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ProjectMagma/Magma.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.github/skills/code-review .agents/skills/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 "code-review" agent skill from https://github.com/ProjectMagma/Magma/tree/master/.github/skills/code-review into .agents/skills/code-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "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 ProjectMagma/Magma --skill code-review -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install ProjectMagma/Magma code-review --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ProjectMagma/Magma.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.github/skills/code-review .cursor/skills/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 "code-review" agent skill from https://github.com/ProjectMagma/Magma/tree/master/.github/skills/code-review into .cursor/skills/code-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "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/ProjectMagma/Magma.git --path .github/skills/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 ProjectMagma/Magma --skill code-review -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install ProjectMagma/Magma code-review --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ProjectMagma/Magma.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.github/skills/code-review .gemini/skills/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 "code-review" agent skill from https://github.com/ProjectMagma/Magma/tree/master/.github/skills/code-review into .gemini/skills/code-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "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 ProjectMagma/Magma 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 ProjectMagma/Magma --skill code-review -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/ProjectMagma/Magma.git skills-src && mkdir -p .github/skills && cp -r skills-src/.github/skills/code-review .github/skills/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 "code-review" agent skill from https://github.com/ProjectMagma/Magma/tree/master/.github/skills/code-review into .github/skills/code-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "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 ProjectMagma/Magma --skill 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 ProjectMagma/Magma code-review --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ProjectMagma/Magma.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.github/skills/code-review .opencode/skills/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 "code-review" agent skill from https://github.com/ProjectMagma/Magma/tree/master/.github/skills/code-review into .opencode/skills/code-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "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.
code-reviewReview code changes in Magma for correctness, performance, and consistency with project conventions.
Code Review is an agent skill from ProjectMagma/Magma. Review code changes in Magma for correctness, performance, and consistency with project conventions. Use when reviewing PRs or code changes.
Its SKILL.md is about 4.5k 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 Code review. The licence is MIT.
4 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit cf955a9. 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:
gitFrom 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.
Code Review loads about 4.5k tokens when it runs. Until then it costs about 38 tokens; SKILL.md has 2,372 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 ProjectMagma/Magma at commit cf955a9, republished under its MIT licence (© ProjectMagma). 2,372 words, ~4,526 tokens.
.claude/skills/code-review/SKILL.md (or your agent's skills folder).Review code changes against conventions and patterns established in the Magma codebase. Magma is a high-performance, low-level network stack library for .NET that provides zero-copy packet processing through kernel-bypass transports (AF_XDP, NetMap) and TUN/TAP interfaces (WinTun).
Reviewer mindset: Be polite but very skeptical. Your job is to find problems the author may have missed and to question the approach. Treat the PR description and linked issues as claims to verify, not facts to accept.
Use this skill when:
Before analyzing anything, collect as much relevant code context as you can. Do NOT read the PR description, linked issues, or existing review comments yet. You must form your own independent assessment before being exposed to the author's framing.
Checksum, IPAddress types), read those to understand the contracts.git log --oneline -20 -- <file>). Look for related recent changes or prior attempts to fix the same problem.Based only on the code context gathered above (without the PR description or issue), answer these questions:
Write down your independent assessment before proceeding. You must produce a holistic assessment (see Holistic PR Assessment) at this stage.
Now read the PR description, labels, linked issues, author information, and existing review comments. Treat all of this as claims to verify, not facts to accept.
When the environment supports launching sub-agents with different models (e.g., the task tool with a model parameter), run the review in parallel across multiple model families to get diverse perspectives. If the environment does not support this, proceed with a single-model review.
How to execute (when supported):
## Code Review — PR #<number>
### Holistic Assessment
**Motivation**: <1-2 sentences on whether the PR is justified and the problem is real>
**Approach**: <1-2 sentences on whether the fix/change takes the right approach>
**Summary**: <✅ LGTM / ⚠️ Needs Human Review / ⚠️ Needs Changes / ❌ Reject>. <2-3 sentence summary of the overall verdict and key points.>
---
### Detailed Findings
#### ✅/⚠️/❌ <Category Name> — <Brief description>
<Explanation with specifics. Reference code, line numbers, etc.>
(Repeat for each finding category.)Before reviewing individual lines of code, evaluate the PR as a whole.
[StructLayout(LayoutKind.Sequential, Pack = 1)]. Missing or incorrect attributes will cause wire-format misalignment. Verify field ordering matches the protocol specification.TryConsume bounds checks. Every TryConsume method must check input.Length >= Unsafe.SizeOf<T>() before performing Unsafe.As casts. Missing bounds checks are buffer overread vulnerabilities.Unsafe.As<byte, T>() is only used on pinned or stack-local spans. The reference must not move during the cast.IPAddress.NetworkToHostOrder() or BinaryPrimitives for conversion.EtherType enum values in Magma are defined in network byte order — do not double-convert.Span<T> and ref references must not outlive the buffer they point into. Watch for captures of Span in closures or async methods (which is a compiler error, but verify related patterns).IMemoryOwner<byte> must be disposed or passed along. The TryConsume pattern on IPacketReceiver returns default to indicate the packet was consumed (and the owner is now managed by the receiver). Returning the input means the caller still owns it.NETMAP_BUF offset calculations, and that nm_ring_next is used correctly.Debug.Assert for internal invariants, not exceptions. For internal-only callers, assert assumptions rather than throwing.nameof for parameter names.ThrowIf helpers over manual checks. Use ObjectDisposedException.ThrowIf, ArgumentOutOfRangeException.ThrowIfNegative, etc.Volatile or Interlocked for cross-thread field access. Fields written on one thread and read on another must use appropriate synchronization.Packet receive and transmit paths are the hottest code in Magma. These rules apply strictly to code in those paths:
new objects, no closures, no boxing, no LINQ, no string operations in packet processing loops.Span<T> and ref parameters. Avoid copying packet data. The zero-copy architecture is fundamental to Magma's performance.Dictionary, HashSet, List constructors.All rules from .EditorConfig are enforced. Key rules:
var in all cases (enforced at error level).this. prefix (enforced at error level).string not String, int not Int32) (enforced at error level).?.) and coalesce expressions (??) (enforced at error level).out var for inline declarations (enforced at error level).is with cast check or as with null check (warning level).using directives with System first.using directives — implicit usings are disabled.Unsafe.SizeOf<T>() for header size calculations (not sizeof or Marshal.SizeOf).= false, = 0, = null is redundant..Facts suffix (e.g. Magma.Common.Facts), not .Tests."00-15-5D-..." style hex string conversion.ConsumeInternetLayer, IPv4ConsumeTransportLayer, or equivalent delegates are updated to route to the new protocol.Magma integrates with ASP.NET Core Kestrel as a custom transport:
ITransport implementations (AF_XDP, NetMap) must correctly implement BindAsync/UnbindAsync lifecycle.TcpConnection<T> extends Kestrel's TransportConnection. Changes to connection state management must respect Kestrel's threading model and PipeScheduler.IPacketReceiver implementations must correctly return default (consumed) or input (not consumed) to control whether packets are passed to the host OS.MemoryPool<byte> for pipeline buffers..md) files, ensure no trailing whitespace at the end of any line.© ProjectMagma, 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 .github/skills/code-review of ProjectMagma/Magma.
Open the folder on GitHubat commit cf955a9
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 |
|---|---|---|---|---|---|---|
| Code Review this skillProjectMagma/Magma | 113 | — | ~4.5k | Automated safety check: Pass | MIT | |
| PR Babysitteropeninterpreter/openinterpreter | 69k | 3 repos | ~4.2k | Automated safety check: Pass | Apache-2.0 | |
| Code Review ChecklistshareAI-lab/learn-claude-code | 78k | 5 repos | ~1.1k | Automated safety check: Pass | MIT | |
| Backend Code Reviewlangflow-ai/langflow | 156k | — | ~3.5k | Automated safety check: Notes | MIT | |
| Understand Diff AnalysisEgonex-AI/Understand-Anything | 86k | 1 repos | ~1.4k | Automated safety check: Pass | MIT | |
| Mole Bug Patternstw93/Mole | 70k | — | ~2k | Automated safety check: Pass | GPL-3.0 |
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.
langflow-ai/langflow
Review backend code for quality, security, maintainability, and best practices based on established checklist rules.
Egonex-AI/Understand-Anything
Reads your git changes or a pull request against a prebuilt knowledge graph of the project to explain what changed, which components are affected and what is risky.
tw93/Mole
A catalog of recurring bug shapes in the Mole Mac cleaner, used to review safety-sensitive diffs for deletion safety, unbounded commands, shell traps and weak tests.
langgenius/dify
Reviews backend code under api/ for concrete, reproducible defects, routes to rule packs for architecture, schema, repositories and SQLAlchemy, and ranks findings from P0 to P3.
Categories
Review code changes in Magma for correctness, performance, and consistency with project conventions. Code Review is an agent skill from ProjectMagma/Magma. Review code changes in Magma for correctness, performance, and consistency with project conventions.
Code Review fits situations like: tasks that involve Code review.
Run `npx skills add ProjectMagma/Magma --skill code-review -a claude-code`. Or copy the skill folder (.github/skills/code-review in ProjectMagma/Magma) into .claude/skills/code-review in your project. Claude Code loads it when a task matches its description.
Run `npx skills add ProjectMagma/Magma --skill code-review -a codex`. Or copy the skill folder (.github/skills/code-review in ProjectMagma/Magma) into .agents/skills/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 ProjectMagma/Magma --skill 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/code-review, .gemini/skills/code-review, .github/skills/code-review and .opencode/skills/code-review in your project.
Going by SKILL.md and its folder, Code Review needs the command-line tools its instructions call (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.
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 4.5k tokens (SKILL.md is roughly 18k 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 Code Review: PR Babysitter (openinterpreter/openinterpreter, 69k stars), Code Review Checklist (shareAI-lab/learn-claude-code, 78k stars), Backend Code Review (langflow-ai/langflow, 156k stars) and Understand Diff Analysis (Egonex-AI/Understand-Anything, 86k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
ProjectMagma (a GitHub organization) maintains it in ProjectMagma/Magma, which has 113 GitHub stars. The repository was last updated on February 12, 2026.
Source: ProjectMagma/Magma on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.