agentfootprint
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The explainable agent framework — backtrack a wrong answer to the exact context that caused it (evidence, not guesses). Built on footprintjs.
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JavaScript
/**
* influence-core — the ONE embedding-based scoring engine
* (RFC-002/003 block D6).
*
* Extracted from the Visible Reasoning paper's FDL influence pipeline
* (Eq. 1–6: four signals + adaptive weighted composite) so that three
* consumers share one engine and one embedding cache:
*
* a) RFC-002 — tool-catalog lint (C1 ← `pairwiseSimilarity`) and the
* margin recorder (C4/C5 ← `scoreMargin`),
* b) RFC-003 Part B — the LLM-edge weigher (D7 ← `scoreInfluence` /
* the signal scorers),
* c) the FDL paper pipeline itself (stages 4–6 ← `EmbeddingCache` +
* `scoreInfluence`).
*
* Leaf module: zero agent/runtime imports — the only dependency is the
* `Embedder` interface (re-exported from memory/embedding, the one
* existing contract) and the shared `cosineSimilarity`.
*
* Plug-and-play: the frame and formulas are the library's; the
* embedder, weights, and thresholds are consumer-injected.
*
* Honest claim (RFC-002 §2): every score here is a deterministic
* embedding-geometry PROXY — semantic alignment, never model internals
* and never causal attribution.
*/
export { DEFAULT_CLEAR_WINNER_MARGIN, DEFAULT_CLEAR_WINNER_RATIO, DEFAULT_INFLUENCE_WEIGHTS, DEFAULT_MARGIN_THRESHOLD, DEFAULT_PERSISTENCE_THRESHOLD, DEFAULT_SHORTLIST_BAND, } from './types.js';
export { marginStrategy, rankingConfidence, ratioStrategy, } from './attributability.js';
export { scoreContrastiveInfluence } from './contrastive.js';
export { contentHash, EmbeddingCache, embeddingCache, } from './cache.js';
export { adaptWeights, averageRelevancy, compositeScore, finalAnswerSimilarity, persistence, scoreInfluence, structuralProximity, } from './signals.js';
export { scoreLexicalInfluence } from './lexical.js';
export { lexicalOverlapStrategy, listInfluenceStrategies, semanticAlignmentStrategy, } from './strategies.js';
export { pairwiseSimilarity } from './similarity.js';
export { scoreMargin } from './margin.js';
export { attributeChoice } from './attribute.js';
export { explainChoice, } from './explain.js';
export { snippetUnits } from './snippets.js';
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