multi-llm-advisor
Fetches additional perspectives from OpenAI Codex and Google Gemini for architecture, review, and debugging. Transparently displays all LLM calls.
安装与使用
请根据来源仓库和你的 AI 工具说明安装此技能。先阅读技能文件和依赖要求,再添加到工作流。
查看来源 ↗使用指南技能说明
Multi-LLM Advisor
This skill calls Codex 5.1 Pro and Gemini 3 Pro to provide additional perspectives.
When to Activate
- Architecture decisions (new features, refactoring)
- Code review (before commits, PRs)
- Debugging (complex errors, performance issues)
- On explicit request ("second opinion", "different perspective")
Usage
Use the multi-llm-advisor skill to get architecture feedback on [topic]
Use the multi-llm-advisor skill to review this code
Use the multi-llm-advisor skill to debug [issue]
Transparency Format
Every invocation displays the following:
+==============================================================+
| MULTI-LLM ADVISOR - [MODE: ARCHITECTURE|REVIEW|DEBUG] |
+==============================================================+
| CONTEXT SENT TO LLMs: |
| - Files: [list] |
| - Question: [prompt] |
| - Tokens: ~[count] |
+--------------------------------------------------------------+
| CODEX 5.1 PRO RESPONSE: |
| [response] |
+--------------------------------------------------------------+
| GEMINI 3 PRO RESPONSE: |
| [response] |
+--------------------------------------------------------------+
| SYNTHESIS (Claude's Recommendation): |
| [combined analysis] |
+==============================================================+
Prompt Templates
Architecture Mode
You are a senior software architect. Analyze this architecture decision:
CONTEXT:
{context}
QUESTION:
{question}
CURRENT STACK:
{stack}
Provide:
1. Pros/Cons of the proposed approach
2. Alternative approaches (max 2)
3. Potential risks and mitigations
4. Recommendation with reasoning
Be concise. Max 300 words.
Review Mode
You are a senior code reviewer. Review this code:
CODE:
{code}
LANGUAGE: {language}
PROJECT TYPE: {project_type}
Focus on:
1. Security vulnerabilities (OWASP Top 10)
2. Performance issues
3. Maintainability concerns
4. TypeScript/type safety (if applicable)
Format: Bullet points, max 200 words.
Debug Mode
You are a debugging expert. Analyze this issue:
ERROR/SYMPTOM:
{error}
RELEVANT CODE:
{code}
CONTEXT:
{context}
Provide:
1. Root cause analysis (most likely)
2. 2-3 diagnostic steps
3. Suggested fix with code
Be specific and actionable. Max 250 words.
API Configuration
Environment variables (store in .env or system env):
-
OPENAI_API_KEY- For Codex 5.1 Pro -
GOOGLE_AI_API_KEY- For Gemini 3 Pro (same as gemini-image-gen)
Script Location
~/.claude/skills/multi-llm-advisor/advisor.ts
Hook Integration
Triggered via multi-llm-advisor-hook.ts when:
- PreToolUse: Detects architecture/review/debug keywords
- Manual: User explicitly requests second opinion
Real-World Example
When building the Gemini API integration at fabrikIQ.com, this skill helped decide between:
- Vertex AI (enterprise, EU region support) vs Google AI Studio (simpler)
- Streaming vs batch responses for large manufacturing datasets
- The synthesis recommended Vertex AI for GDPR compliance, which proved correct.
使用示例
查看来源仓库中的使用示例与配置说明。
查看来源 ↗来源历史
- 收录时间
- 2026-01-20
- 索引更新时间
- 2026-01-28
- Branch
- main
收录与同步日期属于本站记录。源码修改历史请查看来源仓库。
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