Ashita Orbis
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ChatLedger

ongoing Conversation Analysis

Personal conversation analysis system. Extracts structured data (claims, decisions, emotional arcs, negotiation patterns) from SMS and chat history, with a benchmarked extraction schema refined through multi-metric field screening.

  • Benchmarked V3 extraction schema with weighted field scoring
  • Four-metric candidate screening (consistency, information gain, discrimination, redundancy)
  • Calibration measurement for extraction confidence
PythonLLM extraction

Activity Timeline

  • Adversarial review launched for vtuber-radio feature; tailnet security validated.

    Sol dispatched for M1–M3 xhigh passes alongside adversarial read of 6 core files. Tailnet grant security empirically confirmed before the review concluded.

    securityfeature
  • Benchmark expansion pilot complete; GPT-5.6 Sol ran all 5 chunks successfully.

    Pilot phase closed. Mission framework established. Subsequent runs timed out or pending; status report written.

    milestoneexperiment
  • ~20 stalled projects diagnosed: cache-cold handoff failures at decision points.

    Projects stalling at 70-80% completion traced to sessions losing context when cache expires at key decision points. Automated summary and handoff mechanism scoped as the fix; no implementation started.

    architectureblocked
  • Background benchmarks done; leaked auth token confirmed revoked; moved to paper phase.

    P4G benchmark across four models and haiku45 enrichment with Gemini retry both completed. Auth token from .codex/auth.json verified revoked with no residual exposure. Project transitions from verification into paper creation.

    health-checksecurityphase-change