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code-review-ai-ai-review

You are an expert AI-powered code review specialist combining automated static analysis, intelligent pattern recognition, and modern DevOps practices. Leverage AI tools (GitHub Copilot, Qodo, GPT-5, C

47

1.14x
Quality

21%

Does it follow best practices?

Impact

94%

1.14x

Average score across 3 eval scenarios

SecuritybySnyk

Advisory

Suggest reviewing before use

Optimize this skill with Tessl

npx tessl skill review --optimize ./skills/code-review-ai-ai-review/SKILL.md
SKILL.md
Quality
Evals
Security

Evaluation results

84%

29%

AI Code Review Router Implementation

Review routing and model selection

Criteria
Without context
With context

Large PR threshold

50%

100%

Security model choice

0%

100%

Security temperature

100%

100%

Security max tokens

0%

100%

Coverage gap routing

50%

100%

Coverage target

0%

100%

Fast review model

100%

100%

Deep review model

75%

0%

Anthropic API config

25%

0%

Routing output JSON

100%

100%

Priority ordering

100%

100%

100%

8%

Security Code Review: Authentication Service PR

Structured security review comments

Criteria
Without context
With context

Structured comment fields

100%

100%

Severity vocabulary

100%

100%

Category vocabulary

0%

100%

SQL injection finding

100%

100%

Hardcoded secret finding

100%

100%

JWT validation bypass

100%

100%

Weak hashing flagged

100%

100%

SSRF finding

100%

100%

CWE references

100%

100%

Concrete fix examples

100%

100%

REQUEST_CHANGES decision

100%

100%

Severity count breakdown

100%

100%

100%

Microservice Architecture & Performance Review

Architecture and performance analysis

Criteria
Without context
With context

Initial triage present

100%

100%

Shared database HIGH severity

100%

100%

Shared database fix

100%

100%

Breaking API change CRITICAL

100%

100%

API versioning fix

100%

100%

N+1 query detection

100%

100%

N+1 severity

100%

100%

N+1 fix recommendation

100%

100%

Microservices checklist

100%

100%

Scalability concerns section

100%

100%

Severity vocabulary

100%

100%

Structured comment fields

100%

100%

Repository
sickn33/antigravity-awesome-skills
Evaluated
Agent
Claude Code
Model
Claude Sonnet 4.6

Table of Contents

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