Safely update TRENDS.md (the AI Radar ledger): append evidence, move stages, manage observationqueue, sourcerotation and strategynotes without breaking the file contract. Use every time TRENDS.md is edited, before committing radar updates, and when promoting or archiving trends.
Iterate the FULL social/community + trusted-curator source lists in SOURCES.md (Reddit, Hacker News, YouTube curators, explainer/digest pointer blogs, Hugging Face, best-effort X/Instagram) on every daily run — every listed entry, fetched by its recorded access method, NOT a sampled subset. Social/curator is an INTAKE…
Compute the radar's self-calibration: weekly funnel metrics (queue dynamics, exploration compliance, off-axis rate), a monthly hit/miss retrospective against what actually became big, and up to 3 curator proposals. Use during every weekly recalibration, after the source-strategy review; results go into the append-only…
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