AI Newsletter Digest improvements: fixed QP soft line break decoding, URL extraction, and content cleaning
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134
archive/inactive-skills/evolver/src/gep/selector.js
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134
archive/inactive-skills/evolver/src/gep/selector.js
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function matchPatternToSignals(pattern, signals) {
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if (!pattern || !signals || signals.length === 0) return false;
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const p = String(pattern);
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const sig = signals.map(s => String(s));
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const regexLike = p.length >= 2 && p.startsWith('/') && p.lastIndexOf('/') > 0;
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if (regexLike) {
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const lastSlash = p.lastIndexOf('/');
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const body = p.slice(1, lastSlash);
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const flags = p.slice(lastSlash + 1);
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try {
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const re = new RegExp(body, flags || 'i');
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return sig.some(s => re.test(s));
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} catch (e) {
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// fallback to substring
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}
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}
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const needle = p.toLowerCase();
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return sig.some(s => s.toLowerCase().includes(needle));
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}
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function scoreGene(gene, signals) {
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if (!gene || gene.type !== 'Gene') return 0;
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const patterns = Array.isArray(gene.signals_match) ? gene.signals_match : [];
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if (patterns.length === 0) return 0;
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let score = 0;
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for (const pat of patterns) {
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if (matchPatternToSignals(pat, signals)) score += 1;
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}
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return score;
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}
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function selectGene(genes, signals, opts) {
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const bannedGeneIds = opts && opts.bannedGeneIds ? opts.bannedGeneIds : new Set();
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const driftEnabled = !!(opts && opts.driftEnabled);
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const preferredGeneId = opts && typeof opts.preferredGeneId === 'string' ? opts.preferredGeneId : null;
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const scored = genes
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.map(g => ({ gene: g, score: scoreGene(g, signals) }))
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.filter(x => x.score > 0)
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.sort((a, b) => b.score - a.score);
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if (scored.length === 0) return { selected: null, alternatives: [] };
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// Memory graph preference: only override when the preferred gene is already a match candidate.
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if (preferredGeneId) {
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const preferred = scored.find(x => x.gene && x.gene.id === preferredGeneId);
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if (preferred && (driftEnabled || !bannedGeneIds.has(preferredGeneId))) {
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const rest = scored.filter(x => x.gene && x.gene.id !== preferredGeneId);
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const filteredRest = driftEnabled ? rest : rest.filter(x => x.gene && !bannedGeneIds.has(x.gene.id));
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return {
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selected: preferred.gene,
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alternatives: filteredRest.slice(0, 4).map(x => x.gene),
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};
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}
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}
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// Low-efficiency suppression: do not repeat low-confidence paths unless drift is explicit.
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const filtered = driftEnabled ? scored : scored.filter(x => x.gene && !bannedGeneIds.has(x.gene.id));
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if (filtered.length === 0) return { selected: null, alternatives: scored.slice(0, 4).map(x => x.gene) };
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return {
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selected: filtered[0].gene,
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alternatives: filtered.slice(1, 4).map(x => x.gene),
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};
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}
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function selectCapsule(capsules, signals) {
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const scored = (capsules || [])
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.map(c => {
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const triggers = Array.isArray(c.trigger) ? c.trigger : [];
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const score = triggers.reduce((acc, t) => (matchPatternToSignals(t, signals) ? acc + 1 : acc), 0);
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return { capsule: c, score };
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})
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.filter(x => x.score > 0)
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.sort((a, b) => b.score - a.score);
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return scored.length ? scored[0].capsule : null;
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}
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function selectGeneAndCapsule({ genes, capsules, signals, memoryAdvice, driftEnabled }) {
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const bannedGeneIds =
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memoryAdvice && memoryAdvice.bannedGeneIds instanceof Set ? memoryAdvice.bannedGeneIds : new Set();
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const preferredGeneId = memoryAdvice && memoryAdvice.preferredGeneId ? memoryAdvice.preferredGeneId : null;
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const { selected, alternatives } = selectGene(genes, signals, {
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bannedGeneIds,
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preferredGeneId,
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driftEnabled: !!driftEnabled,
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});
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const capsule = selectCapsule(capsules, signals);
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const selector = buildSelectorDecision({
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gene: selected,
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capsule,
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signals,
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alternatives,
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memoryAdvice,
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driftEnabled,
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});
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return {
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selectedGene: selected,
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capsuleCandidates: capsule ? [capsule] : [],
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selector,
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};
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}
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function buildSelectorDecision({ gene, capsule, signals, alternatives, memoryAdvice, driftEnabled }) {
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const reason = [];
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if (gene) reason.push('signals match gene.signals_match');
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if (capsule) reason.push('capsule trigger matches signals');
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if (!gene) reason.push('no matching gene found; new gene may be required');
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if (signals && signals.length) reason.push(`signals: ${signals.join(', ')}`);
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if (memoryAdvice && Array.isArray(memoryAdvice.explanation) && memoryAdvice.explanation.length) {
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reason.push(`memory_graph: ${memoryAdvice.explanation.join(' | ')}`);
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}
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if (driftEnabled) {
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reason.push('random_drift_override: true');
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}
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return {
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selected: gene ? gene.id : null,
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reason,
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alternatives: Array.isArray(alternatives) ? alternatives.map(g => g.id) : [],
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};
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}
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module.exports = {
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selectGeneAndCapsule,
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selectGene,
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selectCapsule,
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buildSelectorDecision,
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};
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