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Testing48k · #3819

performance-testing-review-multi-agent-review

Analyzes code changes to ensure everything works correctly and securely. It can ask other agents for help if needed.

What it does

This tool reviews a piece of code that has been changed. It checks if the code is correct, if access permissions are right, and if performance is good. It can ask for help from other 'agents' (other AIs) if you allow it.

When to use it

  • ✓When you change a piece of code and want to make sure everything is okay.
  • ✓To check if the new code won't cause security or slowness issues.
  • ✓If you need multiple people (or AIs) to look at the code in different ways.

Example of what to ask your AI

“Review this code I changed, checking for 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/performance-testing-review-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/performance-testing-review-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 code changes, decides which aspects are important (like security and speed), and asks other AIs to analyze those specific points. It gathers the responses and shows you the problems found.

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 performance-testing-review-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/performance-testing-review-multi-agent-review/SKILL.md -o SKILL.md
Technical content (original SKILL.md)

Original text by the author, straight from GitHub.

Compatibility and maintenance

Compatibility alias of error-debugging-multi-agent-review; use that ID for new references when no existing contract requires this one. 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 automatically?

No, it only reviews and points out problems. The correction needs to be done by you.

Can I use this tool to review any code?

Yes, as long as you provide the changed code and state what it is supposed to do.

What does 'multi-agent' mean?

It means the tool can ask for help from other AIs to analyze different aspects of the code, like a team reviewing it.

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
#3819
License
MIT
Updated
10/15/2026

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