/synthesize-knowledge

Knowledge Synthesizer

Extract and synthesize 10-100 documents at 10x speed

B2B TierIntelligence & Research

Overview

Runs 4 parallel extraction agents (concepts, evidence, relationships, metadata) across a document corpus, then assembles a synthesis document with full source traceability and 3-level quality gates. Handles file placement, README updates, and cross-linking automatically.

What It Does

  • Discovers and classifies source documents, estimates extraction time
  • Runs 4 parallel agents: Concept Extractor, Evidence Extractor, Relationship Mapper, Metadata Harvester
  • Assembles synthesis with domain-specific templates and auto-generated frontmatter
  • Validates through 3 quality gates (extraction, synthesis, integration)
  • Places files in correct folders, updates READMEs, creates cross-links

Inputs

  • Source folder path
  • Target domain
  • Optional workstream and quality gate level

Outputs

  • Synthesis markdown with frontmatter
  • Updated parent README
  • Cross-links
  • Git commit

Example

/synthesize-knowledge

You have 12 customer call transcripts scattered across folders. Running /synthesize-knowledge produces a synthesis document with extracted pain points, MEDDPICC fields, and evidence-backed patterns in 23 minutes instead of 6 hours.

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Deep Dives

Knowledge OS Guide

Ready to use /synthesize-knowledge?

This skill ships with every Knowledge OS installation. Set up your system in 90 minutes.

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Built and maintained by Victor Sowers at STEEPWORKS