panning-for-gold

What problem does it solve?

Converts noisy, multi-topic transcripts and brain dumps into a durable, evaluated inventory of ideas so nothing valuable is lost between sessions or agent runs. It prevents token waste, lost evaluator outputs, and misattribution from unreliable speaker labels by enforcing permanent file saves, verification passes, and clear evaluation rules.

Core Features & Use Cases

• Complete Thread Extraction: Read every line or summary-first to extract every idea thread from voice transcripts, exports, or stream-of-consciousness notes.
• Speaker Consolidation: Detect fragmented speaker labels, build anchor lines, re-attribute by scene, and request single-pass clarifications to fix misattribution.
• Triage & Evaluation: Triage threads into ACT NOW, RESEARCH MORE, PARK, or KILL and run inline or background evaluators that must write permanent evaluation files.
• Permanent Synthesis & Capture: Produce a gold-found synthesis file and capture ACT NOW items and session summaries into Open Brain automatically.
• Use Case: Turn a 1-hour messy meeting transcript into a numbered inventory, 3–5 vetted ACT NOW actions, and a saved synthesis file for long-term retrieval.

Quick Start

Process this meeting transcript, save the raw file, extract every idea thread, evaluate the top threads, and write a gold-found synthesis saved to the project's docs.