Most note-taking tools store words. NeuralSnap stores understanding. Each snapshot captures the full lifecycle of an idea — from where it came from to how to challenge it.
nameSOPs Beat Prompts for AI AgentstypeConvictioncoreWritten procedures produce 10x better agent output than clever prompts.proofTested across 6 agents over 1 week. Content quality: unusable → publishable.confidence0.94tagsagents, operations, sopsIdentity
nametypecoreone_linertagsOrigin
storymomentemotionsourceApplication
trigger_patternmethodstepsfilterChallenge
challengebreak_testrisksproofEvery snapshot is categorized into one of five types. The type influences how the crystallization pipeline structures the output and helps you filter your brain.
BeliefA subjective conviction about how the world works, shaped by personal experience.
ModelA mental framework or system for understanding a domain — a "how it works" map.
RuleA prescriptive guideline — something you follow, or think others should.
ConvictionA strongly-held, evidence-backed position you're willing to act on.
PrincipleA foundational truth that guides decisions across contexts.
Two numeric scores let you quantify how sure you are and how much an idea matters. Both evolve over time as evidence accumulates.
768-dimensional semantic vectors find knowledge even when the words don't match. Ask 'how to make agents reliable' and find 'SOPs Beat Prompts' — because the meaning is related.
3 results · 23ms
SOPs Beat Prompts
ConvictionContext Window Management
ModelDocument Before Automating
RuleFull CRUD via REST API. Create manually or let the crystallization pipeline auto-generate them from raw text.
const snapshot = await neuralsnap.snapshots.create({
name: "First Principles Thinking",
type: "Model",
core: "Break problems down to fundamental truths",
story: "Elon Musk applied this to reduce rocket costs by 10x",
confidence: 0.9,
significance_score: 0.85,
tags: ["thinking", "problem-solving"],
});
// Search by meaning
const results = await neuralsnap.search(
"how to approach complex problems"
);
// → "First Principles Thinking" (0.94 similarity)NeuralSnap doesn't just store what you believe — it forces you to think about why. Every snapshot includes fields for counter-arguments, break conditions, and risk assessment.
Store decisions, beliefs, and frameworks your agents can recall semantically. No more re-explaining context every session.
Drop a Fathom transcript and get structured snapshots. Six months later, ask "what did we decide about pricing?" and get the answer.
Build a searchable, graph-connected library of everything you've learned. Filter by confidence, type, or tags.