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Roadmap

This is a living document. Thought Fabric builds on top of flow-state-dev, so its timeline depends on the base framework's progress.

Shipped​

Attention​

  • filterRelevance — deterministic keyword-based relevance filtering (handler block)
  • scoreSalience — LLM-based multi-dimension salience scoring (generator block)

Memory​

  • Working memory — bounded, salience-scored session resource with ACT-R power-law decay
  • workingMemoryCapture — bundled observe → remember → tick sequencer
  • Individual blocks: observe, remember, tick, snapshot, add
  • Helpers: add, evict, pin, unpin, refresh, advance, items, formatForContext
  • workingMemoryContextFormatter — ready-made context slot for generators

Identity​

  • perspective() — structured viewpoint model with config validation and frozen instances
  • system() — factory that bundles blocks, capability, resources, and capture pipeline
  • Static blocks: perspectiveApply, perspectiveAnalyze, perspectiveAuditor
  • Stateful blocks: perspectiveObserve, perspectivePosition, perspectiveChallenge, perspectiveSnapshot, perspectiveAdvance
  • Resource-backed observations (session-scoped) and positions (configurable scope)
  • createPerspectiveCapability — capability with static and accumulated context presets
  • Helpers: add/remove/challenge/read/format for observations and positions
  • Static formatters: formatPerspective, summarizePerspective, perspectiveContextFormatter
  • constitution() — ranked principle hierarchies with three conflict resolution modes (priority, weighted, contextual)
  • constitutionAuditor — bundled sequencer: LLM review → deterministic enforce
  • Individual blocks: constitutionReview (generator), constitutionEnforce (handler)
  • Helpers: rankConstitutionPrinciples, computeConstitutionCompliance, formatConstitution, summarizeConstitutionReview

Metacognition (partial)​

  • biasAnalyzer — bundled sequencer: detect → classify → score → counterpoint → format
  • Sycophancy detection with 4-dimension scoring (agreement, validating language, omitted counterpoints, framing adoption)
  • 6 cognitive bias types: sycophancy, confirmation bias, anchoring, authority deference, recency bias, false consensus
  • Counter-argument generation when score exceeds threshold
  • Individual blocks exported for remixability: biasDetectAgreement, biasClassify, biasScore, biasCounterpoint, biasFormat
  • Helper functions: labelForSycophancyScore, computeCompositeSycophancyScore, shouldGenerateCounterpoints, summarizeBiasFindings
  • Conforms to AnalyzerResult contract for Response Auditor pattern integration

Coming Soon​

Identity (remaining)​

  • Salience drift — perspective weights evolve with observation frequency

Perception​

  • Sensory processing and context framing
  • Signal extraction from noisy input
  • Multi-modal input normalization

Reasoning​

  • Structured deliberation patterns
  • Chain-of-thought composition blocks
  • Planning and strategy selection

Planned​

Metacognition (remaining)​

  • Confidence calibration
  • Strategy selection and self-correction
  • Performance self-monitoring

Learning​

  • Pattern extraction from interaction history
  • Skill acquisition and feedback integration
  • Adaptive behavior modification

Design Principles​

Each domain follows the same pattern:

  • Blocks that compose with flow-state-dev sequencers and tools
  • Helpers for direct resource manipulation
  • Resources declared via defineResource() with automatic flow integration
  • Context formatters for injecting domain state into LLM prompts

No separate runtime. No special execution model. Thought Fabric blocks are flow-state-dev blocks.