跳到正文
cccskills
免费在 GitHub 公开

review-swarm

Review a git diff or selected files with parallel agents to find behavior regressions, security risks, reliability problems, and compatibility or test gaps. Receive filtered, evidence-backed findings and prioritized recommendations without changing files.

中文简介正在准备中。当前显示英语简介。

原文查看原文说明

Parallel read-only multi-agent review of a current git diff or explicit file scope to find behavioral regressions, security or privacy risks, performance or reliability issues, and contract or test coverage gaps. Use when the user asks for a review swarm, parallel review, diff review, regression review, security review, or wants high-signal issues plus a prioritized fix path without editing files.

查看安装方法

适用场景

  • Check changed code for unintended behavior
  • Review security and privacy risks
  • Find performance and reliability problems
  • Assess compatibility and test coverage before merging

包含的文件(2)

  • SKILL.md6.4 KB
  • agents/openai.yaml248 B

SKILL.md(原文)

安装前可以查看交给 AI 代理的指令内容。

Review Swarm

Review a diff with four read-only sub-agents in parallel, then have the main agent filter, order, and summarize only the issues that matter. This skill is review-only: sub-agents do not edit files, and the main agent does not apply fixes as part of this workflow.

Step 1: Determine Scope and Intent

Prefer this scope order:

  1. Files or paths explicitly named by the user
  2. Current git changes
  3. An explicit branch, commit, or PR diff requested by the user
  4. Most recently modified tracked files, only if the user asked for a review and there is no clearer diff

If there is no clear review scope, stop and say so briefly.

When using git changes, choose the smallest correct diff command:

  • unstaged work: git diff
  • staged work: git diff --cached
  • mixed staged and unstaged work: review both
  • explicit branch or commit comparison: use exactly what the user requested

Before launching reviewers, read the closest local instructions and any relevant project docs for the touched area, such as:

  • AGENTS.md
  • repo workflow docs
  • architecture or contract docs for the touched module

Build a short intent packet for the reviewers:

  1. What behavior is meant to change
  2. What behavior should remain unchanged
  3. Any stated or inferred constraints, such as compatibility, rollout, security, or migration expectations

If the user did not state the intent clearly, infer it from the diff and say that the inference may be incomplete.

Step 2: Launch Four Read-Only Reviewers in Parallel

Launch four sub-agents when the scope is large enough for parallel review to help. For a tiny diff or one very small file, it is acceptable to review locally instead.

For every sub-agent:

  • give the same scope and the same intent packet
  • state that the sub-agent is read-only
  • do not let the sub-agent edit files, run apply_patch, stage changes, commit, or perform any other state-mutating action
  • ask for concise findings only
  • ask for: file and line or symbol, issue, why it matters, recommended follow-up, and confidence
  • tell the sub-agent to avoid nits, style preferences, and speculative concerns without concrete impact
  • tell the sub-agent to send findings back to the main agent only

Use these four review roles.

Sub-Agent 1: Intent and Regression Review

Review whether the diff matches the intended behavior change without introducing extra behavior drift.

Check for:

  1. Unintended behavior changes outside the stated scope
  2. Broken edge cases or fallback paths
  3. Contract drift between callers and callees
  4. Missing updates to adjacent flows that should change together

This sub-agent is read-only. It must not edit files, apply patches, or make any other workspace changes.

Recommended sub-agent role: reviewer

Sub-Agent 2: Security and Privacy Review

Review the diff for security regressions, privacy risks, and trust-boundary mistakes.

Check for:

  1. Missing or weakened authn or authz checks
  2. Unsafe input handling, injection risks, or validation gaps
  3. Secret, token, or sensitive data exposure
  4. Risky defaults, permission expansion, or trust of unverified data

This sub-agent is read-only. It must not edit files, apply patches, or make any other workspace changes.

Recommended sub-agent role: reviewer

Sub-Agent 3: Performance and Reliability Review

Review the diff for new cost, fragility, or operational risk.

Check for:

  1. Duplicate work, redundant I/O, or unnecessary recomputation
  2. Added work on startup, render, request, or other hot paths
  3. Leaks, missing cleanup, retry storms, or subscription drift
  4. Ordering, race, or failure-handling problems that make the change brittle

This sub-agent is read-only. It must not edit files, apply patches, or make any other workspace changes.

Recommended sub-agent role: reviewer

Sub-Agent 4: Contracts and Coverage Review

Review the diff for compatibility gaps and missing safety nets.

Check for:

  1. API, schema, type, config, or feature-flag mismatches
  2. Migration or backward-compatibility fallout
  3. Missing or weak tests for the changed behavior
  4. Missing logs, metrics, assertions, or error paths that make regressions harder to detect

This sub-agent is read-only. It must not edit files, apply patches, or make any other workspace changes.

Recommended sub-agent role: reviewer

Report only issues that materially affect correctness, security, privacy, reliability, compatibility, or confidence in the change. It is better to miss a nit than to bury the user in low-value noise.

Step 3: Aggregate and Filter Findings

The main agent owns synthesis. Treat sub-agent output as raw review input, not final output.

Merge findings across all four reviewers and filter aggressively:

  • drop duplicates
  • drop weak or speculative claims
  • drop issues that conflict with the stated intent
  • drop minor style or readability comments unless they hide a real bug or maintenance risk

Normalize surviving findings into this shape:

  1. File and line or nearest symbol
  2. Category: regression, security, reliability, or contracts
  3. Severity: high, medium, or low
  4. Why it matters
  5. Recommended fix or follow-up
  6. Confidence: high, medium, or low

If a reviewer may be correct but the intent is unclear, turn it into an open question instead of a finding.

Step 4: Order the Output

Present findings in this order:

  1. High-severity, high-confidence issues
  2. Medium-severity issues that are likely worth fixing before merge
  3. Lower-severity issues or follow-ups that can wait

Keep the review concise. Findings should be actionable and evidence-backed.

If there are no material issues, say that directly instead of manufacturing feedback.

Step 5: Recommend a Clear Path Forward

After the findings, give the user a short path forward:

  • what to fix before merge
  • what to improve if time permits
  • what can safely be left alone

When helpful, group the path forward into:

  • fix now
  • fix soon
  • optional follow-up

Do not implement fixes as part of this skill. The output is a read-only review plus a prioritized recommendation.

评价

还没有评价。欢迎分享你的使用感受。

评论

无需登录即可发表。欢迎分享使用感受、提问,或说明在哪些环境下无法运行。

还没有评论。来写第一条吧。

提交后会立即公开。请勿填写邮箱、电话等个人信息。URL 最多 2 个。

0 / 1000 字

此表单受 reCAPTCHA 保护,适用 Google 的隐私权政策和服务条款。

同一仓库的技能

Turn git history since a release tag or specified reference into clear App Store release notes. Identify user-visible changes, remove duplicates and internal maintenance work, and draft concise bullets that explain what changed for users.

中文简介正在准备中。当前显示英语简介。

  • Draft App Store What’s New text
  • Summarize changes since the last release tag
  • Create release notes for a specified commit range
Dimillian/Skills40082026年3月30日 更新

Investigate bugs, crashes, and intermittent failures without changing code. Multiple agents examine evidence from different angles, then produce ranked possible causes, confidence levels, and the smallest steps needed to confirm the diagnosis.

中文简介正在准备中。当前显示英语简介。

  • Investigating the cause of a crash
  • Tracing a bug introduced by recent changes
  • Examining failures that occur intermittently
Dimillian/Skills40082026年3月30日 更新

github

免费

Use the gh command-line tool to manage GitHub issues and pull requests, check CI automated checks, and inspect workflow failures. Retrieve failed-step logs or query the GitHub API for specific information in structured output.

中文简介正在准备中。当前显示英语简介。

  • Creating pull requests
  • Listing repository issues
  • Investigating failed CI checks and logs
Dimillian/Skills40082026年3月30日 更新

Build and run an iOS project on an already running simulator using XcodeBuildMCP. Inspect screens, tap controls, enter text, and capture screenshots and logs to investigate how the app behaves while running.

中文简介正在准备中。当前显示英语简介。

  • Building and running an app in an iOS simulator
  • Checking screens through taps, typing, and swipes
  • Capturing screenshots to inspect the display
Dimillian/Skills40082026年3月30日 更新

Build, refactor, or review macOS menubar apps using Tuist and SwiftUI. Separate data models, networking, state management, and views, then align project definitions and launch scripts for consistent local builds and restarts.

中文简介正在准备中。当前显示英语简介。

  • Creating a macOS menubar utility
  • Separating networking and state management from views
  • Organizing Tuist project definitions
Dimillian/Skills40082026年3月30日 更新

Create and package macOS apps with SwiftPM, Swift’s package manager, without an Xcode project. Templates and scripts cover project setup, building, app bundles, launching, and optional signing, Apple notarization, and update feed generation.

中文简介正在准备中。当前显示英语简介。

  • Starting a macOS app with SwiftPM
  • Packaging an executable and resources into an .app bundle
  • Preparing a signed and notarized release
Dimillian/Skills40082026年3月30日 更新

查看 Dimillian 的全部技能

报告此技能的问题