# Community Vision AI — Analysis tools

> Community Vision AI (CVAI) is an AI literacy platform and analysis suite. It pairs educational content (mental models, AI concept articles) with structured analysis tools (Epistemic Quality Audit, Spec Review, Mental Model analyses, Competitive Research, Conversational Analyst) that score business documents and decisions claim-by-claim.

Root index: https://communityvision.ai/llms.txt
Full export: https://communityvision.ai/llms-full.txt

## Quick Answers

### Q: What are mental models on CVAI?

A: Mental models on CVAI are reusable thinking frameworks (Circle of Knowledge, Go-to-Market, Competitive Moat, Pricing & Packaging, Value Equation, Pyramid of Evolution) that structure how an analysis tool reasons about a document or business question.

### Q: Can I run an analysis using a mental model?

A: Yes. Every mental model in the library is wired to an analysis tool you can run on your own document or business challenge — the same model is then used to label the results so you can compare runs apples-to-apples.

### Q: What analysis tools does CVAI provide?

A: CVAI provides five tools: Epistemic Quality Audit (claim-by-claim scoring), Spec Review (10-dimension product-spec gate), Mental Model analyses (Go-to-Market, Pricing & Packaging, Competitive Moat), Competitive Research (auto-discovered competitor briefs), and the Conversational Analyst (multi-turn chat grounded in completed reports).

### Q: How does Epistemic Quality Audit work?

A: EQA extracts every claim from a document, scores each one across domains like Knowledge, Confidence, and Evidence, detects distortions, and renders a Circle of Knowledge map. It produces an executive summary, a list of high-materiality claims, and a calibrated rewrite of the original text.

### Q: How does Spec Review work?

A: Spec Review evaluates a product specification across 10 dimensions (problem framing, scope, success metrics, risks, etc.), assigns each a 0-100 score with rationale, gives a gate recommendation (ship / revise / block), and produces a calibrated rewrite plus a version-to-version diff.

## Pages

- https://communityvision.ai/mental-models
- https://communityvision.ai/tools/epistemic-quality-audit/new

## Related segments

- https://communityvision.ai/llms-mental-models.txt
- https://communityvision.ai/llms-ai-concepts.txt
- https://communityvision.ai/llms-pricing.txt
- https://communityvision.ai/llms-business.txt
- https://communityvision.ai/llms-api.txt