query-discover

Name: query-discover
Availability: InStock
Author: kamilseghrouchni

Search the wiki with a request.json filter and produce candidates.json and discover_report.md.

Updated Mar 31, 2026

Search Tags:#discovery #provenance #wiki #gaps #cohorts #candidates #ingest

Ready to run

npx skills add https://github.com/kamilseghrouchni/vcro-sourcing --skill query-discover

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: query-discover
Source: https://github.com/kamilseghrouchni/vcro-sourcing/tree/main/.claude/skills/query/discover
Command: npx skills add https://github.com/kamilseghrouchni/vcro-sourcing --skill query-discover

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

The skill searches the wiki using a request.json filter to produce a candidates list and a human-readable discovery report, enabling the orchestrator to decide on ingest without changing the wiki content.

Core Features & Use Cases

Wiki-first search across the wiki index to identify cohorts and data opportunities that match the request.
Outputs include candidates.json (structured results) and discover_report.md (human-readable summary with gaps and rationale for decisions).
Surfaces explicit gaps to guide ingest planning and data acquisition, without performing ingestion itself.

Quick Start

Pass a request.json to the skill and review the generated candidates.json and discover_report.md.

Frequently Asked Questions about query-discover

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I search a wiki to discover data cohorts without modifying existing content?▼

Wiki discovery searches an existing wiki index against a request.json filter to surface matching cohorts. The process is strictly read-only and produces a candidates.json list without modifying or ingesting any wiki content.

What is the best way to identify data gaps before planning a data ingest?▼

Data gap identification analyzes wiki search results against a request filter to surface missing cohorts. It generates a discover_report.md highlighting these gaps so an orchestrator can decide what data to ingest next.

Can I use a JSON filter to find matching data candidates in a wiki?▼

Yes, you can pass a request.json filter to search the wiki index. The search evaluates the filter to find matching cohorts and outputs the results as a structured candidates.json file for review.

Does wiki discovery perform data ingestion automatically?▼

No, wiki discovery does not perform data ingestion. It is a read-only workflow that strictly surfaces matching candidates and gaps, leaving the actual ingest decisions and actions to the orchestrator.

How do I generate a human-readable report after searching for wiki cohorts?▼

Searching the wiki with a request.json filter automatically generates a discover_report.md. This human-readable summary details the matching cohorts found and provides rationale for data gap decisions.