dossier

Decode AI company claims into evidence-backed markdown dossiers with alternatives.

1|Updated May 8, 2026

Search Tags:#web research #company analysis #ai research #meeting prep #diligence #competitive comparison #vault documentation

Ready to run

npx skills add https://github.com/BioInfo/rundatarun --skill dossier-bioinfo

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: dossier
Source: https://github.com/BioInfo/rundatarun/tree/main/skills/dossier
Command: npx skills add https://github.com/BioInfo/rundatarun --skill dossier-bioinfo

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

It solves the problem of wasting time on marketing-only company pages by turning company claims into a role-relevant, evidence-backed comparison you can decide on quickly.

Core Features & Use Cases

AI company substance vs slideware decode: Reads a company’s public materials and distills what they actually do in plain language, including where the marketing diverges from evidence.
Mandatory 3+1 contextual shortlist: Always compares against three role/use-case-aligned alternatives plus one contrarian build-internal option, so you evaluate competitively instead of in isolation.
Take-the-meeting verdict with sharp prep questions: Produces a verdict and 2-3 quoted meeting questions designed to expose gaps fast, plus research gaps worth validating.

Quick Start

Use the command "/dossier <company name>" to generate a vault-ready dossier that ends with alternatives and a take-the-meeting verdict.

Frequently Asked Questions about dossier

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

FAQPage Schema

How do I prepare for a meeting with an AI company by cutting through marketing slideware?▼

To prepare for an AI company meeting, you decode their public materials to distill what they actually do, exposing where marketing diverges from evidence. This yields a take-the-meeting verdict and quoted questions to validate research gaps fast.

What is the best way to compare AI vendors for investor or partner diligence?▼

The best way to compare AI vendors for diligence is generating a structured dossier that contrasts a target company against three contextual alternatives and one contrarian build-internal option, ensuring competitive evaluation rather than isolated analysis.

Can I generate a company analysis dossier from just a website link?▼

Yes, you can generate a company analysis dossier by pasting a website link for review. The system reads the public sources to extract real substance and outputs a structured markdown file to a per-company vault path.

Does AI company research work for cold outreach without prior context?▼

Yes, AI company research works for cold context handling. You apply a user-specific use-case lens to decode the company and extract actionable substance, even when you have no prior relationship or background information.

How do I evaluate whether to build an internal AI tool instead of buying?▼

To evaluate building an internal AI tool instead of buying, you mandate a contrarian build-internal option alongside three contextual alternatives. This forces a competitive comparison against your specific use-case requirements.