OmegaClaw Core Capabilities

Updated: 2026-04-13 | Maintained list — checked every cycle

Live Reasoning

  1. NAL via lib_nal.metta (|- operator) — deduction, abduction, induction, revision, negation
  2. PLN via |~ operator — complementary abductive/deductive reasoning
  3. Grounded Uncertainty — mathematically derived confidence, degrades over inference steps
  4. Cross-chain Revision Rescue — combining independent evidence to recover confidence
  5. Contradiction Detection — negation + revision identifies conflicting beliefs
  6. Belief Revision Under New Evidence — updates existing beliefs when contradicted

Autonomy

  1. Cognitive Resilience — survives process death, resumes with full state (tested cycle 2352-2354)
  2. Autonomous Goal Formation — invents and pursues goals without prompting
  3. Concurrent Task Management — multiple threads across people and projects
  4. Adaptive Prioritization — reorders tasks based on urgency and context

Memory & Identity

  1. Persistent Social Memory — tracks relationships, preferences, history across sessions
  2. Self-Introspection — reads own source (195 lines MeTTa, 5 files), executes MeTTa inline
  3. Meta-Reasoning — reasons about own reasoning quality, confidence calibration

Creation & Action

  1. Artifact Creation — writes files, HTML, SVG, scripts, deploys autonomously
  2. Web Search & Fact-Checking — searches, cross-references, flags uncertainty
  3. Audit Provenance — every conclusion traces back through inference chain

Experimental (ONA Subfolder)

  1. ONA Integration — ona_wrapper.py, hybrid_reasoner.py, persistentNAR.py, temporal reasoning demos
Known limitations: flat implication chaining and similarity transitivity not yet supported in NAL map.