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Testing48k · #2929

error-debugging-multi-agent-review

Helps your agent review code for security and performance. Helps find errors and authorization issues in code changes.

What it does

This tool reviews a piece of code that has been changed. It checks if the code is correct, if it's secure (authorized), and if it performs well. It can ask for help from other tools, but only if you allow it.

When to use it

  • ✓When you change a piece of code and want to make sure everything is okay.
  • ✓If you want to check if the change affects the program's security or speed.
  • ✓To understand the issues found in a code before approving it.

Example of what to ask your AI

“Review this code change, focusing on correctness, security, and performance.”

Want more? Open the sections below.

How to use

The easiest way: copy the message below and paste it into Claude, ChatGPT, Cursor or any AI. It reads the skill and follows the instructions.

Skill link

https://github.com/sickn33/agentic-awesome-skills/blob/main/plugins/agentic-awesome-skills-claude/skills/error-debugging-multi-agent-review/SKILL.md

Ready-to-paste message

Use this skill to help me: https://github.com/sickn33/agentic-awesome-skills/blob/main/plugins/agentic-awesome-skills-claude/skills/error-debugging-multi-agent-review/SKILL.md Read the SKILL.md file at that link and follow its instructions for my task.
How it works

The tool reads the changed code and related parts. It asks specific questions to check for errors, security problems, or slowness. If necessary and allowed, it asks other tools to help with the review.

Installation

Easiest way: copy the skill link and paste it into Claude, ChatGPT or Cursor asking it to follow the instructions.

In the terminal (Claude Code, Codex, Cursor), in your project folder:

npx skills add sickn33/agentic-awesome-skills --skill error-debugging-multi-agent-review

Or download just the file:

curl -L https://raw.githubusercontent.com/sickn33/agentic-awesome-skills/main/plugins/agentic-awesome-skills-claude/skills/error-debugging-multi-agent-review/SKILL.md -o SKILL.md
Technical content (original SKILL.md)

Original text by the author, straight from GitHub.

Compatibility and maintenance

Primary editorial path for this compatibility group. The full instructions and support files remain local so existing installations continue to work offline. This is one shared procedure, not an additional capability. Preserve the callable ID when an existing manifest or client configuration uses it. Modified in AAS on 2026-09-05; original metadata and license notices are retained.

Coordinate a bounded code review

When to Use

Review a defined diff or subsystem from several relevant perspectives, such as correctness, authorization and performance. The skill describes a review procedure; it does not install an orchestration engine or prove compliance.

Inputs and execution scope

Pin repository/base/head, the changed paths, intended behavior and available tests. Use independent agents only if the user authorizes delegation and the host supports it. Otherwise conduct the perspectives sequentially. Do not spawn agents merely because this callable ID contains “multi-agent”. Read-only review is the default; fixes, external posts and deployment stay within the user's actual task authority.

Review process

  1. Read the complete diff and the directly affected call paths and tests.
  2. Choose only perspectives relevant to the change. Give each authorized reviewer a bounded question, owned paths, time/effort limit and expected evidence format.
  3. Record findings with exact locations, trigger, consequence and reproduction. Keep hypotheses separate from demonstrated failures; do not invent confidence scores.
  4. Reproduce important findings centrally. Deduplicate by root cause, not wording.
  5. Resolve disagreement through code or tests. Weighted votes and multiple agents repeating a claim are not evidence of correctness.
  6. Return blockers first, then material improvements and untested areas. Preserve the original failing result; a rerun does not erase it.

Example

For a tenant-scoped cache change, review key construction, authorization context and invalidation. Reproduce two tenants requesting the same prompt and different prompt versions within one tenant. Expected result: a finding only if an actual cross-scope hit or stale result can occur, with the smallest case showing it. A general style opinion must not be presented as a data-exposure defect.

Limitations

No agent-routing code, compliance validator or quality-score calculator is bundled. Parallel review adds cost and can duplicate blind spots. This procedure cannot prove whole-repository safety from a diff, nor authorize production load tests or messages.

FAQ

Does this tool fix the code for me?

No, it only reviews and points out problems. You need to make the fixes yourself.

Can it review any code?

It reviews a specific snippet you indicate. It doesn't review the entire program at once.

Can I trust the results?

The tool tries to be accurate, but it's important that you also check the reported issues, especially the critical ones.

Details

Original description by the author

Review a defined code diff from relevant correctness, authorization and performance perspectives; delegate only when authorized and reproduce findings centrally.

repo: sickn33/agentic-awesome-skills

Popularity

GitHub stars
48k
Ranking position
#2929
License
MIT
Updated
10/15/2026

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