
agent-review
by civitai
A repository of models, textual inversions, and more
Use Cases
AI Model Integration
Integrate LLM and ML models into your application.
Prompt Optimization
Improve prompts for better results.
Automated Data Analysis
AI-powered data analysis and insight extraction.
FAQ
SKILL.md
name: agent-review description: Get external agent review and feedback. Routes Anthropic models through Claude Agent SDK (uses local subscription) and other models through OpenRouter API. Use for code review, architecture feedback, or any external consultation.
Agent Review
Get feedback from an external AI agent. Useful for code review, architecture decisions, or getting a second opinion.
Running Commands
echo "code or prompt" | node .claude/skills/agent-review/query.mjs [options] "Your question"
# or
node .claude/skills/agent-review/query.mjs --file <path> [options] "Your question"
Options
| Flag | Short | Description |
|---|---|---|
--model <model> | -m | Model or alias (default: gemini) |
--file <path> | -f | Read input from file instead of stdin |
--lines <start-end> | -l | Extract specific lines from file (e.g., 50-100) |
--context <path> | -c | Additional context file (can repeat) |
--system <prompt> | -s | Custom system prompt |
--temperature <n> | -t | Temperature 0-1 (default: 0.7) |
--quiet | -q | Suppress status messages and usage stats |
--list | List available models | |
--json | Output raw JSON response |
Available Models
| Model ID | Aliases | Provider | Notes |
|---|---|---|---|
google/gemini-3-pro-preview | gemini, g3 | OpenRouter | Default - good for external perspective |
openai/gpt-5.1-codex | gpt, codex, gpt5 | OpenRouter | Strong at code analysis |
anthropic/claude-opus-4.5 | opus, claude-opus | Agent SDK | Uses local subscription |
anthropic/claude-sonnet-4.5 | sonnet, claude | Agent SDK | Uses local subscription |
Anthropic models route through Claude Agent SDK (uses your Claude subscription).
Other models route through OpenRouter API (requires OPENROUTER_API_KEY).
Environment Variables
| Variable | Required | Description |
|---|---|---|
OPENROUTER_API_KEY | For non-Anthropic models | OpenRouter API key |
AGENT_REVIEW_DEFAULT_MODEL | No | Override default model |
Examples
Code Review
# Review a file for security issues
cat src/server/auth.ts | node .claude/skills/agent-review/query.mjs \
"Review this authentication code for security vulnerabilities"
# Review with a specific model (using alias)
node .claude/skills/agent-review/query.mjs -m gpt -f src/utils/parser.ts \
"Review this parser for edge cases and error handling"
Reviewing Specific Lines
# Review a specific function (lines 50-100)
node .claude/skills/agent-review/query.mjs \
-f src/server/auth.ts -l 50-100 \
"Review this authentication function for security issues"
# Review a single line
node .claude/skills/agent-review/query.mjs \
-f src/utils/parser.ts -l 42 \
"Is this regex safe from ReDoS attacks?"
With Context Files
# Review code with type definitions as context
node .claude/skills/agent-review/query.mjs \
-f src/api/routes.ts \
-c src/types/api.ts \
-c src/types/models.ts \
"Review this API implementation"
# Review component with its hooks as context
node .claude/skills/agent-review/query.mjs \
-f src/components/UserProfile.tsx \
-c src/hooks/useUser.ts \
"Review this React component for performance issues"
Architecture Feedback
# Get feedback on a proposed design
cat docs/design-proposal.md | node .claude/skills/agent-review/query.mjs \
"What are the potential issues with this architecture?"
Custom System Prompt
node .claude/skills/agent-review/query.mjs \
-f src/api/routes.ts \
-s "You are a security expert specializing in API design" \
"Audit this API for OWASP top 10 vulnerabilities"
Temperature Control
# Lower temperature for more deterministic analysis
node .claude/skills/agent-review/query.mjs -t 0.2 -f src/algo.ts \
"Analyze the time complexity"
# Higher temperature for creative suggestions
node .claude/skills/agent-review/query.mjs -t 0.9 -f src/ui.tsx \
"Suggest ways to improve the user experience"
Using Anthropic Models (Local Subscription)
# Uses Claude Agent SDK - no API credits consumed
node .claude/skills/agent-review/query.mjs -m opus -f complex-algorithm.ts \
"Analyze the time complexity and suggest optimizations"
Quiet Mode (for scripting)
# Suppress all status messages, only output the response
REVIEW=$(node .claude/skills/agent-review/query.mjs -q -f src/auth.ts \
"List security issues as JSON array")
echo "$REVIEW" | jq .
Output
The response text is written to stdout. After the response, usage stats are shown on stderr:
Tokens: 189 in / 871 out (1060 total)
Cost: $0.0108
This helps track token consumption and costs for OpenRouter requests. Use --quiet to suppress.
When to Use
- Code Review: Get a second opinion on code quality, security, or performance
- Architecture Decisions: Validate design choices with another perspective
- Bug Analysis: Share error context and get debugging suggestions
- Documentation Review: Check if docs are clear and complete
- Test Coverage: Identify missing test cases
Tips
- Default model (Gemini 3 Pro) is recommended for most external reviews
- Use Anthropic models when you want consistency with Claude's style
- Use
-lto review specific functions without sending the entire file (saves tokens) - Use
-cto include type definitions or related files for better context - Use
-t 0.2for more focused/deterministic responses,-t 0.8for creative suggestions - Pipe code directly for quick reviews:
cat file.ts | node ... "review this"
Score
Total Score
Based on repository quality metrics
SKILL.mdファイルが含まれている
ライセンスが設定されている
100文字以上の説明がある
GitHub Stars 1000以上
1ヶ月以内に更新
10回以上フォークされている
オープンIssueが50未満
プログラミング言語が設定されている
1つ以上のタグが設定されている
Reviews
Reviews coming soon


