just-in-time-research

Conducts on-demand research to supplement AI knowledge gaps for decision-making.

2|Updated Dec 21, 2025
One-click install
npx skills add https://github.com/telum-ai/speck --skill just-in-time-research
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: just-in-time-research
Source: https://github.com/telum-ai/speck/tree/main/.cursor/skills/just-in-time-research
Command: npx skills add https://github.com/telum-ai/speck --skill just-in-time-research

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill addresses the challenge of making informed decisions when your existing knowledge or training data is insufficient, outdated, or requires external validation.

Core Features & Use Cases

  • Technology Evaluation: Compare different software libraries or frameworks.
  • Standards & Compliance: Verify adherence to industry standards (e.g., WCAG, ISO).
  • Market Data: Gather current statistics or trends.
  • Best Practices: Identify up-to-date recommended approaches.
  • Use Case: When deciding on a new API integration, use this Skill to research available options, their documentation, and common integration patterns.

Quick Start

Use the just-in-time-research skill to find the latest best practices for API security.

Frequently Asked Questions about just-in-time-research

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

FAQPage Schema
How do I research current best practices for API security on demand?

To research current best practices for API security, you can use on-demand research to supplement existing knowledge gaps and identify up-to-date recommended approaches. It prioritizes existing research, Perplexity MCP, and web search to gather external data.

What is the best way to compare software libraries for technology evaluation?

Comparing software libraries for technology evaluation involves conducting on-demand research to acquire market data and supplement AI knowledge gaps. This approach gathers external data to support informed decision-making when selecting frameworks.

How do I verify compliance with industry standards like WCAG or ISO?

Verifying compliance with industry standards like WCAG or ISO requires gathering current external data to check adherence. On-demand research identifies specific standards compliance requirements by searching existing research and web sources.

Can I use on-demand research to gather current market data and statistics?

You can use on-demand research to gather current market data and statistics by acquiring external information. It supplements knowledge gaps by prioritizing existing research, Perplexity MCP, and web search to find current trends.

When do I need to generate a manual prompt for external knowledge research?

Generating a manual prompt for external knowledge research is needed as a fallback when existing research, Perplexity MCP, and web search cannot adequately supplement knowledge gaps. This ensures you still acquire necessary external data for decision-making.

Does just-in-time research work without any external dependencies for decision making?

Just-in-time research operates without external dependencies, using internal references to conduct on-demand research for decision making. It supplements AI knowledge gaps by prioritizing existing research, Perplexity MCP, and web search.