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emergence

43 files · snapshot a3da80d · download .zip · AGPL-3.0

The live-events sensor net: pipeline cores, the cloud Worker (cron, Workers AI, R2), the inactive council harness.

README

emergence — live-events sensor net for fact.ngo

News reports from registered sources (teaser depth only), machine-distilled by a fixed

neutral-framing protocol (glm-5.3-flash) into an append-only second-order heap, rolled

into fractal day-level aggregates (topics, GIS, day stats) that the website renders as

many lenses. Every record is status: unverified at birth; the fact-checking council

lane (glm-5.3 deliberation) is built but inactive. Standing cost: ~$0.02–0.07/day,

hard-capped at $1/day by the ledger guard.

Pipeline

node scripts/pipeline.js --commit   # scrape -> distill -> aggregate -> gis -> commit data repo
node scripts/council.js --claim "..." --activate   # the inactive lane, opened explicitly

Data lives in ../emergence-data (append-only repo). Docs: docs/design.md is the

system model; docs/ux-brief.md is the frontend handoff brief. Contract: AGENTS.md.

Mono-folder conventions as everywhere in fact.ngo: this repo is mechanism only; push to

remote:remotes/fact.ngo/emergence.git after every work unit.

Files