From Noise to Signal

Open-source skills for extracting principles from documents, code, and conversations.

The Pipeline

Seven skills. One coherent journey from raw text to core truth.

1 Distill Find what matters
2 Extract Get the evidence
3 Compare Find agreement
4 Synthesize Build truth
5 Track Maintain provenance

Related Tools

These principles can become axioms. See how NEON-SOUL promotes recurring patterns into core identity.

Skills Catalog

Each skill has a single responsibility. Combine them for complex extractions.

Stage 1: Distill

essence-distiller

Find what actually matters. The ideas that survive any rephrasing.

View on GitHub

Stage 2: Extract

pbe-extractor

Technical principle extraction with citations. Every claim traced to source.

View on GitHub

Stage 3: Compare

pattern-finder

What two sources agree on. Surface the overlap.

View on GitHub

principle-comparator

Shared and divergent principles. See where sources align and conflict.

View on GitHub

Stage 4: Synthesize

principle-synthesizer

Combine 3+ sources into unified principles. Consensus from diversity.

View on GitHub

core-refinery

The core that survives everything. Principles refined to their essence.

View on GitHub

Stage 5: Track

golden-master

Source-of-truth relationships. Know which document wins conflicts.

View on GitHub

How to Use

Works with any LLM that supports skills or system prompts.

Claude Code / Gemini CLI / Cursor

cp skills/pbd/essence-distiller/SKILL.md ~/.claude/skills/

OpenClaw

clawhub install live-neon/skills/pbd/essence-distiller

Any LLM Agent

Copy the contents of any SKILL.md into your agent's system prompt or context.