johnlindquist/claude/gemini

Claude Code and agent skill by johnlindquist/claude

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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.

Install

npx vskill@latest install johnlindquist/claude/gemini

SKILL.md

Gemini AI Assistant

Leverage Google's Gemini Pro model with its 1M context window for research, analysis, and reasoning tasks.

Prerequisites

Install the Gemini CLI:

bash
pip install google-generativeai

Set your API key:

bash
export GEMINI_API_KEY=your_api_key

Get an API key at: https://makersuite.google.com/app/apikey

CLI Reference

Basic Usage
bash
# 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"

Common Operations

Research

Deep research with critical analysis:

bash
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."
Summarization
bash
cat document.txt | gemini -m pro -o text -e "" "Summarize this content, focusing on: [focus area]"
Code Analysis
bash
cat code.ts | gemini -m pro -o text -e "" "Analyze this code and answer: [question]"
Web Search with Synthesis
bash
gemini -m pro -o text -e "" "Search and synthesize: [query]. Include specific facts, dates, and distinguish confirmed from speculative information."
Fact-Checking
bash
gemini -m pro -o text -e "" "Fact-check this claim: [claim]. State true/false/partial, cite sources, note context."
Step-by-Step Reasoning
bash
gemini -m pro -o text -e "" "Think through this problem step by step: [problem]. Constraints: [constraints]. Provide reasoning and conclusion."
Data Extraction
bash
cat content.txt | gemini -m pro -o text -e "" "Extract [what to extract] from this content. Format as [json/list/table]."
News Lookup
bash
gemini -m pro -o text -e "" "Latest news about: [topic] from [timeframe]. Summarize important developments."

Prompt Templates

Research Prompt
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
Analysis Prompt
Analyze the following and provide:
1. Key findings
2. Implications
3. Recommendations
4. Uncertainties or gaps
Content: [content]

Best Practices

  1. Use `-o text -e ""` for programmatic usage to get clean output
  2. Pipe large content via stdin rather than command line args
  3. Be specific in prompts - vague questions get vague answers
  4. Ask for structure - request lists, tables, or JSON for parseable output
  5. Request citations when accuracy matters
  6. Set timeouts for long operations (gemini can take 30-120s)

Error Handling

ErrorSolution
"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
TimeoutBreak into smaller queries or increase timeout

Security

  • Security scanPassed, 100 of 100Pattern checks on the skill's files.
  • Model reviewNot runA model review is scheduled for the next rescan.

Quality evaluation

  • Task evaluationNot runNo evaluation yet. Run one in Skill Studio.

Source

Popularity

Repository stars
21
Repository forks
4
7-day trend score
15

Stars and forks are for the whole GitHub repository, not this skill alone. Refreshed 22 Mar 2026, 7 months ago.

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