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Buyer leads: no lead on wording alone when a model is there to judge it - #146
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First live scan (ThreatCrush, 419 posts) showed three problems: - 336 posts past the 60-per-scan model budget kept their wording guess, and a game "demo" became a 72-point lead. Unjudged posts now wait at 45 (below any floor) and every scan judges the backlog of the last 7 days first. - Judging went newest first, so Bluesky's flood took 54 of 60 model calls and Reddit got none. Now best wording first within each source, sources in turn. - The judge called "learning Wazuh" buyer intent. The prompt now puts learning, tutorials, courses and happy users under 50: when unsure, below 50. Wording-only scores without a model: only a request for recommendations clears 60. Migration 0060 holds the rows 0059 already scored by wording. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
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Asked for a 0-100 number, the model anchored on the floor: after #146 an EventLog ad scored 80 and a "who wants to be hired" thread and an internship question scored 60. The judge now answers kind (seeking / problem / discussion / promo / offtopic) and fit (high / medium / low), and intent is computed from those (seeking 88, problem 72, discussion 35, promo 5; fit x1 / x0.85 / x0.5). Promo explicitly covers vendor ads, courses, launches, job and hiring threads. Migration 0061 sends rows nobody has acted on back to the backlog, held below the floor, to be judged again. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
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* Buyer leads: the judge classifies, the score is computed Asked for a 0-100 number, the model anchored on the floor: after #146 an EventLog ad scored 80 and a "who wants to be hired" thread and an internship question scored 60. The judge now answers kind (seeking / problem / discussion / promo / offtopic) and fit (high / medium / low), and intent is computed from those (seeking 88, problem 72, discussion 35, promo 5; fit x1 / x0.85 / x0.5). Promo explicitly covers vendor ads, courses, launches, job and hiring threads. Migration 0061 sends rows nobody has acted on back to the backlog, held below the floor, to be judged again. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> * docs: prettier --------- Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
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First live scan (ThreatCrush, 419 posts) showed three problems:
a game "demo" became a 72-point lead. Unjudged posts now wait at 45 (below
any floor) and every scan judges the backlog of the last 7 days first.
Reddit got none. Now best wording first within each source, sources in turn.
learning, tutorials, courses and happy users under 50: when unsure, below 50.
Wording-only scores without a model: only a request for recommendations
clears 60. Migration 0060 holds the rows 0059 already scored by wording.
🤖 Generated with Claude Code