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database-lookup

Inspect skill directories and generate discoverable metadata from SKILL.md files.

Updated Jul 1, 2026
Search Tags:#provenance#metadata#pagination#reproducibility#scientific-data#api-queries#database-lookup
One-click install
npx skills add https://github.com/jasrajtulsi/GRAD-SCOPE --skill database-lookup-jasrajtulsi
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: database-lookup
Source: https://github.com/jasrajtulsi/GRAD-SCOPE/tree/main/.claude/skills/database-lookup
Command: npx skills add https://github.com/jasrajtulsi/GRAD-SCOPE --skill database-lookup-jasrajtulsi

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

It removes guesswork from finding authoritative facts by turning a user's question into a reproducible lookup against documented public databases.

Core Features & Use Cases

  • Authoritative retrieval: Uses the most relevant database for scientific, regulatory, financial, or other database-backed facts.
  • Reproducible provenance: Captures endpoints, parameters, identifier conversions, access date, and count reconciliation so results can be repeated.
  • Bounded querying: Handles pagination, rate limits, and completeness checks to avoid partial or misleading results.
  • Use case: Ask for all known variants in a gene, the latest clinical trials for a disease, or a company filing snapshot and receive an auditable result instead of an unverified summary.

Quick Start

Ask the database-lookup skill to identify the right source and return an auditable lookup for your target with clear provenance and any necessary identifier conversion.

Frequently Asked Questions about database-lookup

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

FAQPage Schema
How do I retrieve reproducible scientific data from public databases?▼

Yes, a reproducible database lookup handles pagination and rate limits automatically. It performs completeness checks to avoid partial or misleading results when querying large scientific datasets.

Can I get provenance metadata for clinical trials and regulatory filings?▼

Yes, an auditable lookup captures necessary identifier conversions and access dates for clinical trials or company filings. This provides provenance metadata ensuring the retrieved scientific data remains reproducible.

What's the best way to find all known variants in a gene with auditable results?▼

The best way is a targeted database lookup that selects the most relevant source for your query. It returns an auditable result with full provenance metadata instead of an unverified summary for your research.

Do I need to specify which public database to query for my lookup?▼

No, you do not need to specify which database to query. The lookup identifies the most relevant source for your scientific, regulatory, or financial question and applies necessary identifier conversions automatically.

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