From johnlindquist-claude
Use Gemini AI for research, analysis, summarization, web search, and complex reasoning. Use when you need AI-powered research, code analysis, content summarization, or web search with synthesis.
npx claudepluginhub joshuarweaver/cascade-ai-ml-engineering --plugin johnlindquist-claudeThis skill uses the workspace's default tool permissions.
Leverage Google's Gemini Pro model with its 1M context window for research, analysis, and reasoning tasks.
Creates isolated Git worktrees for feature branches with prioritized directory selection, gitignore safety checks, auto project setup for Node/Python/Rust/Go, and baseline verification.
Executes implementation plans in current session by dispatching fresh subagents per independent task, with two-stage reviews: spec compliance then code quality.
Dispatches parallel agents to independently tackle 2+ tasks like separate test failures or subsystems without shared state or dependencies.
Leverage Google's Gemini Pro model with its 1M context window for research, analysis, and reasoning tasks.
Install the Gemini CLI:
pip install google-generativeai
Set your API key:
export GEMINI_API_KEY=your_api_key
Get an API key at: https://makersuite.google.com/app/apikey
# Simple question
gemini -m pro "Your question here"
# With text output (no markdown)
gemini -m pro -o text "Your question"
# Disable extensions for programmatic use
gemini -m pro -o text -e "" "Your question"
# Pipe content as stdin
echo "content to analyze" | gemini -m pro -o text -e "" "Summarize this"
cat file.txt | gemini -m pro -o text -e "" "Analyze this code"
Deep research with critical analysis:
gemini -m pro -o text -e "" "You are an expert research analyst. Research: [topic]. Provide specific facts, distinguish opinions from facts, note uncertainties, and give actionable insights."
cat document.txt | gemini -m pro -o text -e "" "Summarize this content, focusing on: [focus area]"
cat code.ts | gemini -m pro -o text -e "" "Analyze this code and answer: [question]"
gemini -m pro -o text -e "" "Search and synthesize: [query]. Include specific facts, dates, and distinguish confirmed from speculative information."
gemini -m pro -o text -e "" "Fact-check this claim: [claim]. State true/false/partial, cite sources, note context."
gemini -m pro -o text -e "" "Think through this problem step by step: [problem]. Constraints: [constraints]. Provide reasoning and conclusion."
cat content.txt | gemini -m pro -o text -e "" "Extract [what to extract] from this content. Format as [json/list/table]."
gemini -m pro -o text -e "" "Latest news about: [topic] from [timeframe]. Summarize important developments."
You are an expert research analyst. Your goal is to provide genuinely useful, accurate research.
RESEARCH OBJECTIVE: [topic]
QUALITY STANDARDS:
- Be specific and concrete, not vague
- Distinguish between facts, expert opinions, and speculation
- Note when information is uncertain, contested, or evolving
- Identify what's NOT known or what gaps exist
- Provide actionable insights, not just information
Analyze the following and provide:
1. Key findings
2. Implications
3. Recommendations
4. Uncertainties or gaps
Content: [content]
-o text -e "" for programmatic usage to get clean output| Error | Solution |
|---|---|
| "command not found" | Install: pip install google-generativeai |
| "API key" / "unauthorized" | Set GEMINI_API_KEY environment variable |
| "rate limit" / "quota" | Wait and retry, or check quota at Google Cloud Console |
| Timeout | Break into smaller queries or increase timeout |