dialogue-harvest

Extracts the load-bearing propositions from a long AI-human dialogue (or long text) after removing the counterpart's sycophancy. Fills the gap between FH's loading assets (corpus-grounding-expander, video-ingest) and its mining assets (frontier-digest = feed items, field-harvest = git history, harvest-loop = session records): none of those mines an argument-shaped corpus, and a naive summarizer run on an AI dialogue returns "the user made several excellent points" — worthless, because most of the volume is agreement.

Why the first operation is sycophancy removal: AI dialogue logs are dominated by agreement and restatement. Without stripping them first, extraction inflates the user's contribution; without provenance labeling (Step 4), "my insight" and "a frame the counterpart planted" are indistinguishable — which is exactly the failure this skill exists to prevent.