GEO Knowledge Engine v1.0.0 - Workflow Freeze v1

GEO Knowledge Engine v1.0.0

Workflow Freeze v1 establishes the first complete operational release of the GEO Knowledge Engine: a local-first TypeScript system for turning reviewed Reddit and community discussion signals into reusable, evidence-safe GEO authority assets.

Why Reddit matters

Keyword tools can show what people search for. Reddit discussions can reveal why a decision remains difficult: recurring hesitation, practical failures, tradeoffs, contextual constraints, and verification needs.

The engine does not reuse comments as publishing copy. It transforms reviewed signals into paraphrased Question, Scenario, Persona, Decision, and Evidence assets, then connects them to support checks, visual verification, FAQ coverage, GEO Blog decision frameworks, and future Pillar planning. Reddit remains discussion intelligence, not product truth.

Highlights

• Local JSON/XLSX intake plus opt-in, read-only Reddit OAuth collection.
• Question, Decision, Evidence, Scenario, and Persona knowledge libraries.
• Topic Graph relationships across user problems, decisions, scenarios, personas, and evidence.
• Opportunity Intelligence ranking for Support, GEO Blog, FAQ, Visual Verification, and Pillar Branch opportunities.
• Canonical Alignment checks for structure, evidence boundaries, support routing, and commercial drift.
• Human-reviewed Publishing Packages containing Reddit, GEO Authority Blog, Support Verification, Visual Prompts, Alt Text, backtest results, and final decisions.
• Three sanitized canonical references: pet-carrier, airline-approved-pet-carrier, and small-pet-carrier.

Governance

Workflow outputs are drafts. Publishing Packages are the only publishable assets. Community discussion provides discussion intelligence, not product truth. Every publishing package requires canonical alignment and human review.

Validation

• TypeScript typecheck and build pass.
• Mocked API tests remain network-independent.
• Public DOCX structural and privacy audit passes.
• Operational outputs, environment files, caches, and local source data remain excluded from Git.

Status

frozen_v1_with_monitoring

Monitoring remains required for source-topic leakage, duplicate evidence, persona coverage, Reddit API compliance, and final human publication review.

This GitHub Release does not publish an npm package and does not authorize automatic content publication.