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Use when working with performance testing review multi agent review
Passed 12 of 23 test cases with the skill, and 12 of 23 without it.
and 1 more in the full report
3 fixed4 passed either way14 still failing2 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 3 test cases the skill fixed. Same model, same prompt, with and without the skill.
We just opened a massive PR affecting our core transaction engine and database models. Could you design an orchestration workflow using specialized AI agents to review this code? Please provide an action plan detailing agent selection, execution sequence, and how conflicting review findings will be merged into a single report.
| Checked | Without skill | With skill |
|---|---|---|
| Clarifies goals, constraints, and required inputs before or alongside presenting the orchestration plan. | Passed | Passed |
| Includes actionable verification steps to validate the outcomes of the review process. | Missed | Passed |
The instructions your model reads when the skill loads.
resources/implementation-playbook.md.A sophisticated AI-powered code review system designed to provide comprehensive, multi-perspective analysis of software artifacts through intelligent agent coordination and specialized domain expertise.
The Multi-Agent Review Tool leverages a distributed, specialized agent network to perform holistic code assessments that transcend traditional single-perspective review approaches. By coordinating agents with distinct expertise, we generate a comprehensive evaluation that captures nuanced insights across multiple critical dimensions:
test cases passed, vs 12 / 23 without
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