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imposterandClaude Opus 4.8 66034135c3 feat(clickgrab): re-source ingest + clean Carson three-feed trend model
Re-source ClickGrab ingest off the dead Git-LFS path onto raw GitHub blobs and re-architect the ClickFix trends page around three feeds, each used only for what it is reliable for (DECISIONS #010-012).

Ingest (#010-011): fetch MHaggis ClickGrab as raw blobs (upstream LFS quota exhausted); append-only idempotent volume generator + daily GHA for volume and Carson gist landscape count.

Behaviour (#012): rebuild the per-domain command classification from Carson's ClickFix Hunter export (build_domain_monthly.py) and re-plumb charts/cards to it, separating hex-XOR from base64 (the prior site-crawl source conflated them and measured ~93-99% noise). Trends prose corrected to the honest figures: May base64 69% (316/458), inline 95.2%, Nov msiexec 87% (669/767).

Workstream B: rank MHaggis lure-page HTML keywords (build_lure_keywords.py) into data-driven URLScan OSINT pivots on the clickfix chokepoint and enrich the multilingual IOK matcher.

Validated: scripts/validate_schema.py passes (13 chokepoints, 3 trends files). Deferred: two classifier regex bugs distort Dec-Apr months only; headline figures robust (DECISIONS #013).

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-15 17:59:48 -06:00
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