f830798822
Research-style track. Produces 2 deliverables from the user's past de-obfuscation samples: - report.md: design philosophy + curated lexicon + 3 noise-dedup maps + sample transformations - prompt_template.md: LLM-direct operational spec; can be invoked as-is with a new Pass 1 report Phase 0: USER action item (gather 3-10 samples into samples/, gitignored) Phase 1: Tier 3 worker surveys (term frequency, structural patterns, form projection heuristics) Phase 2: Write report.md Phase 3: Write prompt_template.md Phase 4: User review + approval blocked_by: user samples blocks: lexicon, pilot, apply (3 phase children)