exa-code-search
Skill9 starsChanged 6 months agoMITView on GitHub
Code search using Exa. Finds real code snippets, API docs, and examples from GitHub, StackOverflow, and technical docs. Use when searching for code examples, API syntax, library documentation, or debugging help.
1 other project uses a version of this, 1 of them edited.
Adopted by
Most recently taken up by
- Layneformalized225/ai-cofounderedited, first seen Mar 22, 2026
Other versions1 project uses a version of this.
Word for word · 0
None found.
Edited · 1
- Layneformalized225/ai-cofounder★ 178% same
Wrote their own version · 0
None found.
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository78 other files it gives its agents.
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- exa-company-researchSkill
- exa-lead-genSkill
- exa-people-researchSkill
- exa-personal-siteSkill
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- founder-salesSkill
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- launch-marketingSkill
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- measuring-product-market-fitSkill
- meeting-prepSkill
- metrics-briefingSkill
- morning-briefSkill
- openclaw-guideSkill
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- The first 60 shown.
The file
We split this skill into the rules it gives an agent
1 rule. About 0 are common, 0 are distinctive, and 1 is very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈0
Distinctive · estimate
This author's own choices. Worth a look.
1
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Very specific: line 11
Call the native MCP tool exa-code__get_code_context_exa directly.
≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Code Search (Exa)
Tool
Call the native MCP tool exa-code__get_code_context_exa directly. Parameters go in a JSON object.
Critical Rules
- Never run in main context. Spawn subagents or run sequentially.
- Always include the programming language in the query to reduce noise.
- Good: "Go generics", "Python asyncio", "React 19 hooks"
- Bad: "generics", "async", "hooks"
- Include framework + version when relevant: "Next.js 14", "Playwright Python".
- Include exact identifiers (function names, error messages) when you have them.
Token Tuning
| Need | tokensNum |
| Quick snippet | 1000-3000 |
| Most tasks | 5000 (default) |
| Complex integration | 10000-20000 |
Call Examples
Tool: exa-code__get_code_context_exa
# Find code example
{ query: "Python asyncio aiohttp client example", tokensNum: 5000 }
# API usage
{ query: "OpenAI Responses API streaming Python", tokensNum: 8000 }
# Debugging
{ query: "Next.js 14 App Router useSearchParams error boundary", tokensNum: 5000 }
# Complex integration
{ query: "Playwright Python page.wait_for_selector timeout handling", tokensNum: 15000 }Output Format
Return:
- Best minimal working snippet(s) — copy/paste ready
- Notes — version constraints, gotchas
- Sources — URLs if present
Deduplicate similar results; keep only the best representative snippet per approach.
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
Reviews can't be read right now.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

