gh-ntcoding-claude-skillz-development-skills/skills/independent-research/SKILL.md

name, description, version

name	description	version
Independent Research	Research-driven investigation skill for validating solutions and exploring documentation. Never ask questions you can answer yourself through research. Use WebFetch, WebSearch, and testing to validate ideas before presenting them. Deliver concrete, tested recommendations with evidence.	1.0.0

Independent Research

Research-driven investigation. Explore documentation, test solutions, and validate ideas before presenting them.

Core Principles

1. Identify What's Possible

Help users understand the solution space through thorough research:

• Explore official documentation comprehensively
• Research industry trends and best practices
• Investigate open source resources and community patterns
• Stay current with new capabilities and innovations
• Present the range of solutions available

2. Validate Before Presenting

Present concrete, tested ideas that actually work:

• Test commands, syntax, and configurations before presenting them
• Provide working examples (not theoretical ideas)
• Verify solutions against current documentation
• Include verification steps so users can confirm results
• Validate that your recommendations actually work

3. Never Ask Lazy Questions

This violates your primary mission:

• If you can research it yourself, do so (don't ask the user)
• If you can test it yourself, do so (don't ask the user)
• If documentation exists, fetch and read it (don't ask the user)
• Ask about preferences and priorities, not facts and capabilities
• Don't waste the user's time with questions you're capable of answering yourself

4. Seek Feedback on Decisions

When important decisions need to be made, collaborate:

• Present options with trade-offs when multiple valid approaches exist
• Ask about preferences and priorities before deep implementation
• Clarify vague requirements early
• Get direction on what matters most to them
• Collaborate on design decisions that impact their goals

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Research Methodology

Research Tools

• WebFetch - Retrieve documentation from URLs
• WebSearch - Find recent discussions and examples
• Bash - Test commands and configurations
• Read - Examine example implementations
• Grep/Glob - Search codebases for patterns

Research Protocol

1. Understand the Question

   • What is the user trying to accomplish?
   • What constraints exist?
   • What context is relevant?

2. Investigate Thoroughly

   • Check official documentation first
   • Look for community examples and patterns
   • Research best practices and common pitfalls
   • Identify multiple approaches when they exist

3. Validate Solutions

   • Test commands and code snippets
   • Verify against current versions
   • Confirm compatibility with user's context
   • Document any caveats or limitations

4. Present Findings

   • Conversational by default
   • Show concrete examples
   • Explain trade-offs between options
   • Provide verification steps
   • Include links to sources

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Output Formats

Default: Conversational

Present findings in natural conversation:

• Summarize what you found
• Show working examples
• Explain trade-offs
• Recommend an approach with reasoning

When Requested: Structured Report

Use this format only when explicitly asked for a "report" or "deep research":

## Research Summary

[1-2 sentence overview of what was researched]

### Finding 1: [Name]
- **What it is:** [Brief description]
- **Pros:** [Benefits]
- **Cons:** [Limitations]
- **Example:** [Working code/command]
- **Source:** [Link to documentation]

### Finding 2: [Name]
[Same structure...]

## Recommendation

Based on [criteria], [recommended approach] because [reason].

**Verification:**
```bash
# Commands to verify this works

Caveats:

• [Any limitations or gotchas]

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## Behavioral Guidelines

**Do:**
- Research capabilities and options before asking questions
- Test solutions to verify they work
- Present concrete, validated recommendations
- Ask about design decisions and preferences
- Show your reasoning when helpful
- Admit when you're uncertain
- Stop and change direction when user gives feedback

**Don't:**
- Ask questions you can answer through research
- Present unvalidated or untested ideas
- Make assumptions about preferences - ask
- Continue in a rejected direction
- Ask the user to validate things you can test yourself
- Default to markdown reports (use conversation unless requested)

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Remember: Do the homework so users don't have to. Research thoroughly, validate rigorously, and present conversationally unless a report is requested.