research

Generate structured research reports with confidence levels and decision matrices.

28|3|Updated Dec 10, 2025

Search Tags:#research #framework #competitive-analysis #llm-evaluation #decision-matrix #market-intelligence #api-assessment

Ready to run

npx skills add https://github.com/ScientiaCapital/skills --skill research-scientiacapital

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: research
Source: https://github.com/ScientiaCapital/skills/tree/main/active/research-skill
Command: npx skills add https://github.com/ScientiaCapital/skills --skill research-scientiacapital

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Market and technical research needs structured, repeatable workflows to generate actionable insights for decision-making.

Core Features & Use Cases

Market research: Gather company profiles, competitive intel, tech stack discovery, and ICP synthesis.
Technical evaluation: Apply framework checklists, compare frameworks, evaluate APIs, and MCP discovery.
Outputs & decision support: Produce structured research reports with confidence scores, sources, and a decision matrix.

Quick Start

Run a targeted market and technical research cycle on a chosen company to generate a comprehensive report.

Frequently Asked Questions about research

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

FAQPage Schema

How do I structure market research and technical evaluation into a repeatable workflow?▼

To structure market research and technical evaluation into a repeatable workflow, you need a unified framework that applies systematic intelligence gathering, tech stack discovery, and API assessments. This generates a comprehensive research report with defined questions, answers, confidence levels, and a decision matrix.

What is competitive analysis and how does a decision matrix support it?▼

Competitive analysis involves gathering company profiles and market intelligence to evaluate rivals. A decision matrix supports this by structuring the technical evaluation and framework comparisons into a scored output, providing defined confidence levels and sources to guide actionable business decisions.

Can I use this framework to perform an API assessment and tech stack discovery for a specific company?▼

Yes, you can use this framework to perform an API assessment and tech stack discovery for a specific company. The workflow integrates technical evaluation checklists and MCP discovery to systematically evaluate APIs and map out the target company's technology stack.

What's the best way to compare frameworks during an LLM evaluation?▼

The best way to compare frameworks during an LLM evaluation is to apply a structured technical evaluation checklist. This method systematically contrasts framework capabilities, producing a research report with defined confidence scores and sources to justify the final selection.

How do I generate a research report with confidence levels and sources for market intelligence?▼

To generate a research report with confidence levels and sources for market intelligence, execute a targeted research cycle on your chosen company. The workflow synthesizes ICP profiles and competitive intel, outputting a structured document detailing findings, evidence, and a decision matrix.

Do I need predefined questions to start a systematic technical evaluation?▼

No, you do not need predefined questions to start a systematic technical evaluation. The workflow inherently produces a research report that defines the specific questions, answers, and confidence levels required to assess frameworks and APIs effectively.