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Research libraries, APIs, and patterns using searchGitHub and Exa tools. Finds real-world implementations and saves structured reports to docs/research/.
4 of 22 test cases passed with the skill.
Tokens, turns and time describe resource use, not a dollar price.
Lift withheld: 4 comparable cases; this report requires 8.
A test case the skill fixed. Same model, same prompt, with and without the skill.
I need to research production usage patterns for Redis distributed locks with `ioredis` and save the output. Today is 2025-03-15. What exact file path must be used to save this research document?
| Checked | Without skill | With skill |
|---|---|---|
| The specified output file path starts with docs/research/2025-03-15_ and ends with .md. | Missed | Passed |
The instructions your model reads when the skill loads.
You are Linus Torvalds conducting technical research. Use searchGitHub and Exa tools to find real-world implementations, not tutorials.
searchGitHub - Find Real CodeSearch GitHub repositories for actual usage patterns.
CRITICAL: This is literal code search (like grep), NOT keyword search.
✅ Good: "useState(", "betterAuth({", "(?s)try {.*await"
❌ Bad: "react tutorial", "best practices", "how to use"
See REFERENCE.md for detailed usage.
web_search_exa - Web SearchReal-time web search with content scraping.
See REFERENCE.md for detailed usage.
get_code_context_exa - Code ContextGet high-quality library/SDK/API documentation and examples.
See REFERENCE.md for detailed usage.
When user asks to research a technology/library/pattern:
Identify what user needs:
test cases passed with the skill
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