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Garry Tan
9e95a9dc50
Adds a cross-session taste profile that learns from design-shotgun
approval/rejection decisions. Biases future design-consultation and
design-shotgun proposals toward the user's demonstrated preferences.
Codex review caught that the plan had "taste engine" as a vague goal
without schema, decay, migration, or placeholder insertion points. This
commit ships the full spec.
Schema v1 at ~/.gstack/projects/$SLUG/taste-profile.json:
- version, updated_at
- dimensions: fonts, colors, layouts, aesthetics — each with approved[]
and rejected[] preference lists
- sessions: last 50 (FIFO truncation), each with ts/action/variant/reason
- Preference: { value, confidence, approved_count, rejected_count, last_seen }
- Confidence: Laplace-smoothed approved/(total+1)
- Decay: 5% per week of inactivity, computed at read time (not write)
Changes:
- bin/gstack-taste-update: new CLI. Subcommands approved/rejected/show/
migrate. Parses reason string for dimension signals (e.g.,
"fonts: Geist; colors: slate; aesthetics: minimal"). Emits taste-drift
NOTE when a new signal contradicts a strong opposing signal. Legacy
approved.json aggregates migrate to v1 on next write.
- scripts/resolvers/design.ts: new generateTasteProfile() resolver.
Produces the prose that skills see: how to read the profile, how to
factor into proposals, conflict handling, schema migration.
- scripts/resolvers/index.ts: register TASTE_PROFILE and a BIN_DIR
resolver (returns ctx.paths.binDir, used by templates that shell out
to gstack-* binaries).
- design-consultation/SKILL.md.tmpl: insert {{TASTE_PROFILE}} placeholder
in Phase 1 right after the memorable-thing forcing question so the
Phase 3 proposal can factor in learned preferences.
- design-shotgun/SKILL.md.tmpl: taste memory section now reads
taste-profile.json via {{TASTE_PROFILE}}, falls back to per-session
approved.json (legacy). Approval flow documented to call
gstack-taste-update after user picks/rejects a variant.
Known gap: v1 extracts dimension signals from a reason string passed
by the caller ("fonts: X; colors: Y"). Future v2 can read EXIF or an
accompanying manifest written by design-shotgun alongside each variant
for automatic dimension extraction without needing the reason argument.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
70 lines
3.7 KiB
TypeScript
70 lines
3.7 KiB
TypeScript
/**
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* RESOLVERS record — maps {{PLACEHOLDER}} names to generator functions.
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* Each resolver takes a TemplateContext and returns the replacement string.
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*/
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import type { TemplateContext, ResolverFn } from './types';
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// Domain modules
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import { generatePreamble } from './preamble';
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import { generateTestFailureTriage } from './preamble';
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import { generateCommandReference, generateSnapshotFlags, generateBrowseSetup } from './browse';
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import { generateDesignMethodology, generateDesignHardRules, generateDesignOutsideVoices, generateDesignReviewLite, generateDesignSketch, generateDesignSetup, generateDesignMockup, generateDesignShotgunLoop, generateTasteProfile } from './design';
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import { generateTestBootstrap, generateTestCoverageAuditPlan, generateTestCoverageAuditShip, generateTestCoverageAuditReview } from './testing';
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import { generateReviewDashboard, generatePlanFileReviewReport, generateSpecReviewLoop, generateBenefitsFrom, generateCodexSecondOpinion, generateAdversarialStep, generateCodexPlanReview, generatePlanCompletionAuditShip, generatePlanCompletionAuditReview, generatePlanVerificationExec, generateScopeDrift, generateCrossReviewDedup } from './review';
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import { generateSlugEval, generateSlugSetup, generateBaseBranchDetect, generateDeployBootstrap, generateQAMethodology, generateCoAuthorTrailer, generateChangelogWorkflow } from './utility';
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import { generateLearningsSearch, generateLearningsLog } from './learnings';
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import { generateConfidenceCalibration } from './confidence';
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import { generateInvokeSkill } from './composition';
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import { generateReviewArmy } from './review-army';
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import { generateDxFramework } from './dx';
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import { generateModelOverlay } from './model-overlay';
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export const RESOLVERS: Record<string, ResolverFn> = {
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SLUG_EVAL: generateSlugEval,
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SLUG_SETUP: generateSlugSetup,
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COMMAND_REFERENCE: generateCommandReference,
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SNAPSHOT_FLAGS: generateSnapshotFlags,
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PREAMBLE: generatePreamble,
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BROWSE_SETUP: generateBrowseSetup,
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BASE_BRANCH_DETECT: generateBaseBranchDetect,
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QA_METHODOLOGY: generateQAMethodology,
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DESIGN_METHODOLOGY: generateDesignMethodology,
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DESIGN_HARD_RULES: generateDesignHardRules,
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DESIGN_OUTSIDE_VOICES: generateDesignOutsideVoices,
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DESIGN_REVIEW_LITE: generateDesignReviewLite,
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REVIEW_DASHBOARD: generateReviewDashboard,
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PLAN_FILE_REVIEW_REPORT: generatePlanFileReviewReport,
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TEST_BOOTSTRAP: generateTestBootstrap,
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TEST_COVERAGE_AUDIT_PLAN: generateTestCoverageAuditPlan,
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TEST_COVERAGE_AUDIT_SHIP: generateTestCoverageAuditShip,
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TEST_COVERAGE_AUDIT_REVIEW: generateTestCoverageAuditReview,
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TEST_FAILURE_TRIAGE: generateTestFailureTriage,
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SPEC_REVIEW_LOOP: generateSpecReviewLoop,
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DESIGN_SKETCH: generateDesignSketch,
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DESIGN_SETUP: generateDesignSetup,
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DESIGN_MOCKUP: generateDesignMockup,
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DESIGN_SHOTGUN_LOOP: generateDesignShotgunLoop,
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BENEFITS_FROM: generateBenefitsFrom,
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CODEX_SECOND_OPINION: generateCodexSecondOpinion,
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ADVERSARIAL_STEP: generateAdversarialStep,
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SCOPE_DRIFT: generateScopeDrift,
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DEPLOY_BOOTSTRAP: generateDeployBootstrap,
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CODEX_PLAN_REVIEW: generateCodexPlanReview,
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PLAN_COMPLETION_AUDIT_SHIP: generatePlanCompletionAuditShip,
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PLAN_COMPLETION_AUDIT_REVIEW: generatePlanCompletionAuditReview,
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PLAN_VERIFICATION_EXEC: generatePlanVerificationExec,
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CO_AUTHOR_TRAILER: generateCoAuthorTrailer,
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LEARNINGS_SEARCH: generateLearningsSearch,
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LEARNINGS_LOG: generateLearningsLog,
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CONFIDENCE_CALIBRATION: generateConfidenceCalibration,
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INVOKE_SKILL: generateInvokeSkill,
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CHANGELOG_WORKFLOW: generateChangelogWorkflow,
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REVIEW_ARMY: generateReviewArmy,
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CROSS_REVIEW_DEDUP: generateCrossReviewDedup,
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DX_FRAMEWORK: generateDxFramework,
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MODEL_OVERLAY: generateModelOverlay,
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TASTE_PROFILE: generateTasteProfile,
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BIN_DIR: (ctx) => ctx.paths.binDir,
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};
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