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Workflow recipe

Coding review agent workflow

A workflow for software agents that inspect repositories, review pull requests, generate tests, and turn findings into shippable patches.

Engineering teams using AI agents inside active codebases.

Compare recommended skillsBrowse matching skills

Expected outcome

  • Understand a repo
  • Review risky changes
  • Generate focused tests
  • Ship verified patches

Workflow map

Follow this sequence

01

Orient

Use repository skills to map files, dependencies, and existing test commands.

02

Review

Prioritize bugs, regressions, missing tests, and integration risks.

03

Patch

Apply scoped code changes that follow the project style.

04

Verify

Run local checks and summarize residual risk before handoff.

Suggested capabilities

Choose skills for each step

Ranked by relevance to this workflow, quality, GitHub adoption, and maintenance freshness. This is a decision guide, not a single install command.

#1Agent SkillsQuality · 100

Repository description

Production-grade engineering skills for AI coding agents.

88K starsMITagent-skills
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$ npx skills add addyosmani/agent-skills
#2SkillsQuality · 100

Repository description

access to david ondrej's personal agent skills

2.7K starsMITutility
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$ npx skills add davidondrej/skills
#3Open Code ReviewQuality · 100

Repository description

Open-source & free — Battle-tested at Alibaba's scale. Hybrid architecture code review tool: deterministic pipelines + LLM Agent, precise line-level comments, built-in fine-tuned ruleset (NPE, thread-safety, XSS, SQL injection), OpenAI & Anthropic compatible.

21K starsApache-2.0development
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$ npx skills add alibaba/open-code-review
#4Reverse SkillQuality · 100

Repository description

Reverse Engineering / Authorized Penetration Testing / Security Research Skill Router Pack AI-powered routing + On-demand toolchain bootstrapping + Self-evolving knowledge base Supports Claude Code, Kiro, Cursor, Cline, and other AI coding clients 逆向/渗透/安全技能路由包 - AI 自动路由 + 按需自举工具链 + 自动进化经验库 | 支持 Claude Code / Kiro / Cursor / Cline 等代码 AI 客户端

26K starsMITdevelopment
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$ npx skills add zhaoxuya520/reverse-skill
#5PosthogQuality · 100

Repository description

🦔 PostHog is an all-in-one developer platform for building successful products. We offer product analytics, web analytics, session replay, error tracking, feature flags, experimentation, surveys, data warehouse, a CDP, and an AI product assistant to help debug your code, ship features faster, and keep all your usage and customer data in one stack.

35K starsUnknown licensegrowth-marketing
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$ npx skills add PostHog/posthog
#6React DoctorQuality · 100

Repository description

Your agent writes bad React. This catches it

13K starsMITdevelopment
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$ npx skills add millionco/react-doctor
#7Claude Code System PromptsQuality · 100

Repository description

All parts of Claude Code's system prompt, 27 builtin tool descriptions, sub agent prompts (Plan/Explore/Task), utility prompts (CLAUDE.md, compact, statusline, magic docs, WebFetch, Bash cmd, security review, agent creation). Updated for each Claude Code version.

12K starsMITdevelopment
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$ npx skills add Piebald-AI/claude-code-system-prompts
#8Pr AgentQuality · 100

Repository description

🚀 PR Agent: The Original Open-Source PR Reviewer. This project It is not the Qodo free tier.

12K starsApache-2.0development
Compare
$ npx skills add The-PR-Agent/pr-agent

Good fit

  • - PR review
  • - Bug fixing
  • - Regression testing
  • - Release preparation

Not the right route when

  • - You cannot run tests locally
  • - The repository contains secrets or unreviewed generated changes

Need a runnable bundle?

Skill packs include an install order, audit links, and a machine-readable Agent plan.

Browse packs