Public Roadmap

A transparent roadmap for PSNF-Core: what’s shipped, what’s next, and what we’re building toward. (Order may evolve based on feedback and benchmarks.)

✅ shipped 🟡 in progress 🔵 next

Now (Free)

Core cognition & inspection ✅ shipped

  • Concept graph (vocab + links)
  • Semantic spine (agent / action / patient + roles)
  • Short-term memory & episodic memory
  • Search: concept / links / facts
  • 3D activity map (concept-state)

Controlled learning ✅ shipped

  • “Store as Fact” (explicit facts)
  • Separate user memory (can be enabled/disabled per edition)

Next (High impact)

Advanced search (easy, big UX win) 🔵 next

  • Search by role: “show actions of X”
  • “Why is X connected to Y?” explanation panel
  • Path search: X → … → Y (shortest semantic chain)

Typo confirmation (smart UX) 🔵 next

  • If lemma not found → suggest closest
  • Ask: “Did you mean … ?” before creating new concepts

Knowledge expansion

More fact types (beyond “X is Y”) 🔵 next

  • part_of (wheel part_of car)
  • used_for (knife used_for cutting)
  • causes (smoking causes cancer)
  • located_in (heart located_in chest)
  • capable_of (bird capable_of fly)
  • All facts remain explicit + user-confirmed

Long prompts handling 🔵 next

  • Chunking of long text
  • Preview “what would be learned”
  • Optional: store only selected chunks

Future (killer features)

Pro edition – User memory portability 🔵 next

  • Export user memory to JSON
  • Import / merge user memories
  • Selective reset (facts vs experiences)
  • Enables long-term personalization and shared knowledge packs

Memory ecosystem 🔵 next

  • User-created memory packs
  • Educational memory bundles (subjects, courses)
  • Community / marketplace-ready memory formats
  • “Knowledge becomes portable, inspectable and remixable”

Summaries from the graph 🔵 next

  • Local summaries of a topic using known facts + links
  • Exportable “study notes”

Concept maps / mind maps 🔵 next

  • Auto-generated concept map from neighborhood + paths
  • Interactive: click nodes to expand / inspect
  • Export as JSON / image (optional)

Explicit semantic queries 🔵 next

  • Query language: FIND part_of(car)
  • Constraints: role, weight threshold, time window (episodes)

Personality controls 🔵 next

  • Style sliders: concise ↔ verbose, formal ↔ playful
  • Reasoning transparency: low ↔ high debug