diff --git a/README.md b/README.md index f406b12..a1ac9ad 100644 --- a/README.md +++ b/README.md @@ -39,6 +39,46 @@ Tables: - `milestones` — name, description, horizon, color, position, active - `activity` — small append-only UX feed +## Scattermind → Ranker bridge + +Ranker's continuation job is narrow: + +`Snapshot / Concept Map → candidate feature/action set → Rank-ready build order` + +`POST /api/rank-feedback` accepts a `prioritix-feature-set-v1`-style payload from Scattermind and returns ranked items plus `buildOrder.doFirst / validateNext / defer / park`. Keep this contract action-first; do not use it as a reason to add generic dashboard, auth, billing, or workspace layers before the bridge has proof. + +Recommended payload shape: + +```json +{ + "schema": "prioritix-feature-set-v1", + "sourceName": "Scattermind", + "artifactId": "snapshot_or_concept_map_id", + "snapshotTitle": "Plain idea title", + "conceptMapId": "optional_concept_map_id", + "originalPrompt": "The user's starting prompt, trimmed for provenance", + "idea": "What Scattermind clarified", + "context": "Important constraints: solo builder, non-AI-native user, avoid dashboard swamp, etc.", + "mode": "mvp", + "featureSet": { + "features": [ + { + "id": "build-order-preview", + "title": "Build order preview", + "description": "Show do first, validate next, defer, and park with reasons.", + "userValue": "A tired builder sees the next move without opening a dashboard.", + "evidenceNeeded": "Can 3 non-AI-native users understand the first recommended action?", + "proofSteps": ["Show a static result screen to 3 people"], + "dependencies": [], + "risk": "May become generic roadmap UI if the source context is lost.", + "recommendedLane": "validate-next", + "sourceSection": "concept-map.nextMoves" + } + ] + } +} +``` + ## Commands ```bash diff --git a/scripts/check-rank-feedback.mjs b/scripts/check-rank-feedback.mjs index 6cfa2a0..3e237a9 100644 --- a/scripts/check-rank-feedback.mjs +++ b/scripts/check-rank-feedback.mjs @@ -40,16 +40,17 @@ try { sourceName: 'Scattermind', artifactId: 'snapshot_123', snapshotTitle: 'Tiny shop idea clarity pass', + originalPrompt: 'I have a tiny shop idea and do not know what to build first.', idea: 'Scattermind clarified a small product idea. Ranker must defend the next build order, not create a dashboard.', context: 'Solo builder. Need a rank-ready build order after Snapshot / Concept Map. Avoid accounts, workspaces, and team voting.', mode: 'mvp', featureSet: { features: [ - { id: 'bridge-contract', title: 'Snapshot to Ranker feature-set contract', description: 'Convert Concept Map next moves into a rank-ready feature set with provenance.' }, - { id: 'build-order-preview', title: 'Build order preview', description: 'Show do first, validate next, defer, and park with reasons.' }, - { id: 'workspace', title: 'Accounts and saved workspaces', description: 'Full dashboard with auth, workspace collaboration, team voting, and sync.' }, - { id: 'billing', title: 'Subscription billing layer', description: 'Pricing, checkout, invoices, account plans, and admin controls.' }, - { id: 'export', title: 'Exportable decision brief', description: 'Simple brief for sharing the defended build order.' }, + { id: 'bridge-contract', title: 'Snapshot to Ranker feature-set contract', description: 'Convert Concept Map next moves into a rank-ready feature set with provenance.', userValue: 'Preserves the user prompt and source artifact so build order is defensible.', evidenceNeeded: 'Can one generated Concept Map create 3-7 sane next moves with source sections?', proofSteps: ['Run one fixture through /api/rank-feedback'], recommendedLane: 'do-first', sourceSection: 'concept-map.nextMoves' }, + { id: 'build-order-preview', title: 'Build order preview', description: 'Show do first, validate next, defer, and park with reasons.', userValue: 'A tired builder sees the next move without opening a dashboard.', evidenceNeeded: 'Can 3 non-AI-native users understand the first recommended action?', proofSteps: ['Show a static result screen to 3 people'], recommendedLane: 'validate-next' }, + { id: 'workspace', title: 'Accounts and saved workspaces', description: 'Full dashboard with auth, workspace collaboration, team voting, and sync.', dependencies: ['auth', 'teams', 'saved projects', 'sync'], risk: 'Turns the bridge into generic dashboard swamp before the first proof.' }, + { id: 'billing', title: 'Subscription billing layer', description: 'Pricing, checkout, invoices, account plans, and admin controls.', dependencies: ['account model', 'checkout', 'fulfillment'], risk: 'Payment machinery before the continuation value is proven.' }, + { id: 'export', title: 'Exportable decision brief', description: 'Simple brief for sharing the defended build order.', evidenceNeeded: 'Does a plain brief help a user act within 48 hours?', recommendedLane: 'validate-next' }, ], }, }), @@ -59,12 +60,16 @@ try { assert.equal(data.ok, true); assert.equal(data.input.provenance.artifactId, 'snapshot_123'); assert.equal(data.input.provenance.source, 'Scattermind'); + assert.match(data.input.provenance.originalPrompt, /tiny shop idea/); assert.equal(data.ranked.length, 5); assert.deepEqual(Object.keys(data.buildOrder), ['doFirst', 'validateNext', 'defer', 'park']); assert.equal(data.ranked[0].id, data.buildOrder.doFirst[0]); assert.notEqual(data.ranked[0].id, 'workspace', 'dashboard swamp must not win the bridge fixture'); assert.ok(['defer', 'park'].includes(data.ranked.find(item => item.id === 'workspace').lane.id)); assert.ok(['defer', 'park'].includes(data.ranked.find(item => item.id === 'billing').lane.id)); + assert.equal(data.ranked.find(item => item.id === 'bridge-contract').provenance.sourceSection, 'concept-map.nextMoves'); + assert.match(data.ranked.find(item => item.id === 'bridge-contract').factors.evidenceNeeded, /Concept Map/); + assert.ok(data.brief.next48Hours.some(item => /Evidence to collect/i.test(item))); assert.match(data.brief.summary, /nearest follow-up|strongest signal/i); console.log(JSON.stringify({ ok: true, top: data.ranked[0].id, provenance: data.input.provenance, buildOrder: data.buildOrder }, null, 2)); } finally { diff --git a/server.js b/server.js index 151ab8d..98166c7 100644 --- a/server.js +++ b/server.js @@ -140,6 +140,11 @@ function encodeList(value) { return JSON.stringify(parseList(value)); } +function cleanTextList(value, maxItems = 6, maxText = 180) { + const list = Array.isArray(value) ? value : parseList(value); + return list.map(item => cleanText(item, maxText)).filter(Boolean).slice(0, maxItems); +} + function rowsFrom(result) { const rows = result?.rows || result?.documents; if (!Array.isArray(rows)) throw new Error('Appwrite returned an invalid table response'); @@ -367,6 +372,36 @@ function cleanProvenance(input = {}) { artifactId: cleanText(input.artifactId || input.sourceArtifactId || artifact.id || source.artifactId || '', 120), snapshotTitle: cleanText(input.snapshotTitle || artifact.snapshotTitle || input.ideaTitle || '', 160), conceptMapId: cleanText(input.conceptMapId || artifact.conceptMapId || '', 120), + originalPrompt: cleanMultiline(input.originalPrompt || input.initialPrompt || artifact.originalPrompt || source.originalPrompt || '', 1200), + }; +} + +function normalizeFeatureOption(item, index, fallbackId = 'feature') { + const title = cleanText(item?.title || item?.name || item?.action || '', 140); + const proofSteps = cleanTextList(item?.proofSteps || item?.proof || item?.validationSteps, 5, 180); + const dependencies = cleanTextList(item?.dependencies || item?.blockedBy, 5, 120); + const evidenceNeeded = cleanText(item?.evidenceNeeded || item?.evidence || item?.test || '', 260); + const userValue = cleanText(item?.userValue || item?.value || item?.outcome || item?.why, 260); + const risk = cleanText(item?.risk || item?.assumption || item?.unknown || '', 220); + const sourceSection = cleanText(item?.sourceSection || item?.section || item?.lane || item?.origin || '', 80); + const recommendedLane = cleanText(item?.recommendedLane || item?.laneHint || item?.suggestedLane || '', 40).toLowerCase(); + const descriptionParts = [ + item?.description || item?.brief || '', + userValue && `User value: ${userValue}`, + evidenceNeeded && `Evidence needed: ${evidenceNeeded}`, + risk && `Risk: ${risk}`, + proofSteps.length && `Proof steps: ${proofSteps.join('; ')}`, + dependencies.length && `Dependencies: ${dependencies.join(', ')}`, + ].filter(Boolean); + return { + id: cleanText(item?.id || item?.key || `${fallbackId}-${index + 1}`, 80) || `${fallbackId}-${index + 1}`, + title, + description: cleanText(descriptionParts.join(' '), 760), + factors: { userValue, evidenceNeeded, risk, proofSteps, dependencies, recommendedLane }, + provenance: { + sourceId: cleanText(item?.sourceId || item?.sourceArtifactId || item?.id || '', 120), + sourceSection, + }, }; } @@ -374,51 +409,45 @@ function optionsFromBody(body = {}) { const featureSet = body.featureSet && typeof body.featureSet === 'object' ? body.featureSet : {}; const rawFeatures = Array.isArray(body.features) ? body.features : Array.isArray(featureSet.features) ? featureSet.features : null; if (rawFeatures) { - return rawFeatures.slice(0, 24).map((item, index) => ({ - id: cleanText(item?.id || item?.key || `feature-${index + 1}`, 80) || `feature-${index + 1}`, - title: cleanText(item?.title || item?.name || item?.action || '', 140), - description: cleanText(item?.description || item?.brief || item?.why || item?.evidenceNeeded || '', 520), - provenance: { - sourceId: cleanText(item?.sourceId || item?.sourceArtifactId || item?.id || '', 120), - sourceSection: cleanText(item?.sourceSection || item?.section || item?.lane || '', 80), - }, - })).filter(item => item.title); + return rawFeatures.slice(0, 24).map((item, index) => normalizeFeatureOption(item, index)).filter(item => item.title); } if (Array.isArray(body.options)) { - return body.options.slice(0, 24).map((item, index) => ({ - id: cleanText(item?.id || `option-${index + 1}`, 80) || `option-${index + 1}`, - title: cleanText(item?.title || item?.name || '', 140), - description: cleanText(item?.description || item?.brief || '', 420), - })).filter(item => item.title); + return body.options.slice(0, 24).map((item, index) => normalizeFeatureOption(item, index, 'option')).filter(item => item.title); } return parseOptionsFromText(body.optionsText || featureSet.optionsText || ''); } function scoreOption(option, mode, context = '') { - const text = `${option.title} ${option.description} ${context}`; + const factors = option.factors || {}; + const text = `${option.title} ${option.description} ${factors.userValue || ''} ${factors.evidenceNeeded || ''} ${factors.risk || ''} ${(factors.proofSteps || []).join(' ')} ${context}`; const effortHits = hits(text, wordSets.effort); const riskHits = hits(text, wordSets.risk); const coreLoopHits = hits(text, ['ranked feedback map', 'feedback map', 'pasted feature', 'feature lists', 'first-pass', 'decision brief', 'expert reflections']); const bridgeHits = hits(text, ['snapshot', 'concept map', 'feature set', 'build order', 'rank-ready', 'provenance', 'next moves']); + const proofHits = hits(text, ['evidence needed', 'proof steps', 'manual', 'test with', 'validate', '3 users', 'interview', 'mock', 'prototype']); + const swampHits = hits(text, ['dashboard', 'workspace', 'workspaces', 'auth', 'accounts', 'billing', 'subscription', 'team voting', 'collaboration', 'admin']); + const dependencyPenalty = Math.min(2.2, (factors.dependencies || []).length * 0.45); + const laneHint = factors.recommendedLane || ''; + const laneBoost = /do|first|now|build/.test(laneHint) ? 0.55 : /validate|test|proof/.test(laneHint) ? 0.25 : /defer|park|cut/.test(laneHint) ? -0.75 : 0; const metrics = { - value: Math.min(10, 4.8 + hits(text, wordSets.value) * 0.9 + coreLoopHits * 0.8 + bridgeHits * 0.75 + hits(context, wordSets.value) * 0.15), - feasibility: Math.max(1, Math.min(10, 8.2 - effortHits * 0.8 - riskHits * 0.35 + Math.min(1.1, coreLoopHits * 0.28 + bridgeHits * 0.18))), - confidence: Math.max(1, Math.min(10, 5.8 + coreLoopHits * 0.35 + bridgeHits * 0.28 + hits(text, ['manual', 'existing', 'already', 'simple', 'clear', 'known']) * 0.7 - hits(text, ['maybe', 'unknown', 'new market', 'all users']) * 0.9)), + value: Math.min(10, 4.8 + hits(text, wordSets.value) * 0.9 + coreLoopHits * 0.8 + bridgeHits * 0.75 + proofHits * 0.2 + hits(context, wordSets.value) * 0.15), + feasibility: Math.max(1, Math.min(10, 8.2 - effortHits * 0.8 - riskHits * 0.35 - dependencyPenalty + Math.min(1.1, coreLoopHits * 0.28 + bridgeHits * 0.18 + proofHits * 0.12))), + confidence: Math.max(1, Math.min(10, 5.8 + coreLoopHits * 0.35 + bridgeHits * 0.28 + proofHits * 0.32 + hits(text, ['manual', 'existing', 'already', 'simple', 'clear', 'known']) * 0.7 - hits(text, ['maybe', 'unknown', 'new market', 'all users']) * 0.9)), urgency: Math.min(10, 4.9 + hits(text, wordSets.urgency) * 0.9), revenue: Math.min(10, 3.8 + hits(text, wordSets.revenue) * 1.05), novelty: Math.min(10, 4.1 + hits(text, wordSets.novelty) * 0.95), - risk: Math.min(10, 2.5 + riskHits * 1.1 + Math.max(0, effortHits - 2) * 0.45), + risk: Math.min(10, 2.5 + riskHits * 1.1 + Math.max(0, effortHits - 2) * 0.45 + swampHits * 0.2 + dependencyPenalty), }; const weights = mode.weights; const weighted = Object.entries(weights).reduce((sum, [key, weight]) => sum + metrics[key] * weight, 0); const possible = Object.entries(weights).reduce((sum, [_key, weight]) => sum + Math.abs(weight) * 10, 0); - const score = Math.max(0, Math.min(100, Math.round((weighted + Math.abs(Math.min(0, weights.risk || 0)) * 10) / possible * 100))); + const score = Math.max(0, Math.min(100, Math.round(((weighted + laneBoost) + Math.abs(Math.min(0, weights.risk || 0)) * 10) / possible * 100))); return { ...metrics, score }; } function laneFor(option, rankIndex, total) { if (rankIndex === 0) return { id: 'do', label: 'Do first', action: 'Build/test now' }; - if (rankIndex <= Math.max(1, Math.ceil(total * 0.32))) return { id: 'test', label: 'Validate next', action: 'Find evidence' }; + if (rankIndex < Math.max(2, Math.ceil(total * 0.32))) return { id: 'test', label: 'Validate next', action: 'Find evidence' }; if (rankIndex >= Math.max(2, Math.floor(total * 0.72))) return { id: 'park', label: 'Park / cut', action: 'Keep out of the active plan' }; return { id: 'defer', label: 'Defer', action: 'Sequence after proof' }; } @@ -426,6 +455,7 @@ function laneFor(option, rankIndex, total) { function reasonFor(option) { const m = option.metrics; if (option.lane?.id === 'do' && /snapshot|concept map|feature set|build order|rank/i.test(`${option.title} ${option.description}`)) return 'it strengthens the Scattermind → Ranker bridge instead of inventing a generic workspace'; + if (option.factors?.evidenceNeeded && m.confidence >= 6.4) return 'it names the evidence needed, so the next move can be tested instead of guessed'; if (m.feasibility >= 7.2 && m.value >= 6.2) return 'high enough value with low enough delivery drag to create fast signal'; if (m.revenue >= 6.4) return 'clearer buyer or money signal than the rest of the list'; if (m.risk >= 6.5) return 'interesting, but it carries assumption risk that should be tested before build'; @@ -435,6 +465,7 @@ function reasonFor(option) { function concernFor(option) { const m = option.metrics; + if ((option.factors?.dependencies || []).length >= 3) return 'Too many prerequisites. Split the proof slice before treating this as build-ready.'; if (m.risk >= 6.5) return 'The hidden risk is pretending this is ready to build before the core assumption is proven.'; if (m.feasibility <= 4.5) return 'The likely trap is scope creep: this may need too much machinery for an MVP.'; if (m.confidence <= 4.5) return 'Evidence looks thin. Treat this as a question, not a roadmap item.'; @@ -467,6 +498,7 @@ function createDecisionBrief({ idea, context, mode, ranked }) { ], next48Hours: top ? [ `Write a one-paragraph test for “${top.title}”.`, + top.factors?.evidenceNeeded ? `Evidence to collect: ${top.factors.evidenceNeeded}.` : 'Name the evidence that would make this decision obviously right or wrong.', 'Put it in front of 3–5 real people or run it manually once.', `Do not touch ${deferred[0] ? `“${deferred[0].title}”` : 'the parked ideas'} until the first signal is real.`, ] : ['Paste 3–10 options.', 'Choose what the ranking should care about.', 'Run the first-pass judgement.'],