From Noise to Signal

Open-source skills for extracting principles from documents, code, and conversations. 7 skills across a 5-stage pipeline that turns raw content into evidence-backed identity.

The Pipeline

1

Distill

Find what matters

2

Extract

Get the evidence

3

Compare

Find agreement

4

Synthesize

Build truth

5

Track

Maintain provenance

Skills Catalog

essence-distillerDistill

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

pbe-extractorExtract

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

pattern-finderCompare

What two sources agree on. Surface the overlap.

principle-comparatorCompare

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

principle-synthesizerSynthesize

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

core-refinerySynthesize

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

golden-masterTrack

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

How NEON-SOUL connects to Persona

The NEON-SOUL pipeline is the conceptual foundation behind Persona's PBD (Pattern-Based Discovery) engine. PBD automates this pipeline: content is ingested from 6 sources, observations are extracted, signals are clustered, and beliefs are promoted — all with full provenance tracking. NEON-SOUL skills let you run the same pipeline manually on any document.

Installation

Claude Code / Gemini CLI / Cursor

git clone https://github.com/live-neon/skills.git
cp skills/neon-soul/*/SKILL.md ~/.claude/skills/

Any LLM Agent

Copy the SKILL.md contents into your agent's system prompt or instruction file. Compatible with Claude, GPT, Gemini, Llama, and any instruction-following model.

Agentic Skills

Failure-anchored memory

Creative Skills

Songs, visuals, talks