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data-source-research

Investigate data sources once and persist reference documents under docs/data-sources.

Updated May 5, 2026
Search Tags:#documentation#database#api#reference#investigate#data-management#data-source
One-click install
npx skills add https://github.com/shakhovskiya-create/shakhoff-claude-marketplace --skill data-source-research
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: data-source-research
Source: https://github.com/shakhovskiya-create/shakhoff-claude-marketplace/tree/main/plugins/solo-sdlc/skills/data-source-research
Command: npx skills add https://github.com/shakhovskiya-create/shakhoff-claude-marketplace --skill data-source-research

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Claude tends to re-investigate unfamiliar data sources across sessions. This skill performs a one-time investigation and writes a permanent reference so future agents read the reference instead of re-researching.

Core Features & Use Cases

  • One-time investigation and permanent reference generation for databases, APIs, file systems, and message queues.
  • Persisted references under a standardized docs/data-sources path to prevent rework in future tasks.
  • Reuse existing references when fresh, and flag references for refresh if stale (e.g., older than 30 days).
  • Triggers automatically when a user mentions a data source, ensuring guidance before coding.

Quick Start

Run this skill before writing code against any new data source to generate and persist a reference document.

Frequently Asked Questions about data-source-research

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

FAQPage Schema
How do I create a permanent reference document for an unfamiliar database or API?▼

Generate a permanent reference document by investigating the data source once and persisting the findings under a standardized docs/data-sources path. This prevents future agents from re-researching the same unfamiliar database or API.

Why does my agent keep re-investigating the same data source across sessions?▼

Agents re-investigate the same data source across sessions because no permanent reference document exists. Writing a persisted reference ensures future tasks read the existing documentation instead of repeatedly researching the data source.

When do I need to refresh stale data source documentation?▼

Refresh stale data source documentation when references become outdated, such as exceeding a 30-day threshold. The skill flags stale references for refresh to ensure development begins with accurate data source guidance.

Can I generate reference documents for file systems and message queues too?▼

Yes, you can generate reference documents for file systems and message queues. The skill performs one-time investigation and permanent reference generation for databases, APIs, file systems, and message queues alike.

What is the best way to prevent rework when writing code against new APIs?▼

The best way to prevent rework when writing code against new APIs is to run a one-time investigation before development begins. This generates a permanent reference document that future agents read instead of re-researching the data source.

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