exa-discovery
An automated research harness that uses semantic search to find and rank relevant data sources for Florida county and GTM research.
Install
mkdir -p .claude/skills/exa-discovery && curl -L -o skill.zip "https://agentskills.codes/api/skills/download/16709" && unzip -o skill.zip -d .claude/skills/exa-discovery && rm skill.zipInstalls to .claude/skills/exa-discovery
Activation
This is the description your AI agent reads to decide when to run this skill — the better it matches your request, the more reliably it fires.
Use when running semantic web discovery for Florida county data sources, auction intel, or GTM research. Triggers on: exa search, discovery harness, find county GIS, find auction data, semantic search, county data sources, exa-discovery, exa_client, discovery pipeline, zonewise discovery, auction discovery, gtm research.Key capabilities
- →Build queries for semantic search
- →Perform Exa semantic search with livecrawl=true
- →Filter and rank search results
- →Persist findings to a Supabase discovery_results table
- →Handoff ranked URLs to Firecrawl for full content extraction
How it works
The skill builds queries, performs semantic search using the Exa API, ranks results based on relevance, and then persists them to a database, optionally extracting full content with Firecrawl.
Inputs & outputs
When to use exa-discovery
- →Finding county GIS data
- →Researching market verticals
- →Discovering auction data sources
About exa-discovery
Executes semantic queries to find county GIS, auction, or market data. It ranks results by relevance, deduplicates entries, and persists findings to a database, with optional Firecrawl integration for content extraction.
Use when running semantic web discovery for Florida county data sources, auction intel, or GTM research. Triggers on: exa search, discovery harness, find county GIS, find auction data, semantic search, county data sources, exa-discovery, exa_client, discovery pipeline, zonewise discovery, auction di
When not to use it
- →When EXA_API_KEY is missing
- →When not needing semantic web discovery
- →When not searching for Florida county data sources, auction intel, or GTM research
Prerequisites
Limitations
- →Max 25 results per query
- →Min relevance 0.6 for inclusion
- →NEVER run batch mode without logging estimated cost first
How it compares
This workflow provides a structured and evidence-grounded approach to semantic web discovery, including result ranking and persistence, which goes beyond simple link collection.
Compared to similar skills
exa-discovery side by side with the closest alternatives in the catalog.
| Skill | Installs | Updated | Safety | Difficulty |
|---|---|---|---|---|
| exa-discovery (this skill) | 0 | 6mo | No flags | Intermediate |
| ddgs | 0 | 5mo | Review | Beginner |
| literature-review | 559 | 3mo | Review | Advanced |
| openalex-database | 48 | 9mo | Review | Intermediate |
Try saying
Example prompts that trigger this skill in your AI assistant.
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