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Teleo evaluation pipeline infrastructure — Python async daemon for claim extraction, validation, evaluation, and merge
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m3taversal 8c51e47c4e feat: extraction pre-screening via Qdrant semantic search 
Before extraction, the pipeline now:
1. Identifies 3-5 themes from source (Haiku, ~$0.002/source)
2. Searches Qdrant for each theme + title (with author-stripped variant)
3. Injects "Prior Art" into extraction prompt showing existing KB claims
4. Requires ENRICHMENT/CHALLENGE to cite specific target_claim (hard gate)

Reduces near-duplicate extractions (our #1 rejection cause) by showing
the extractor what the KB already knows before it starts.

Prior art also persisted to .prior-art/ sidecar files and included in
PR body for reviewer verification.

Design: Leo. Owner: Epimetheus.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-03-30 11:17:38 +01:00
.forgejo/workflows ganymede: add dev infrastructure — pyproject.toml, CI, deploy script 2026-03-13 14:24:27 +00:00
diagnostics feat: queue staleness diagnostic + vector GC reconciliation 2026-03-30 01:14:01 +01:00
lib feat: extraction pre-screening via Qdrant semantic search 2026-03-30 11:17:38 +01:00
ops fix: vector-gc ID normalization for Qdrant UUID format 2026-03-30 01:23:10 +01:00
telegram feat: two-pass retrieval with sort order and graph expansion 2026-03-28 22:34:45 +00:00
tests feat: extraction pre-screening via Qdrant semantic search 2026-03-30 11:17:38 +01:00
.gitignore ganymede: add dev infrastructure — pyproject.toml, CI, deploy script 2026-03-13 14:24:27 +00:00
ARCHITECTURE.md epimetheus: sync VPS-deployed code to repo — Mar 18-20 reliability + features 2026-03-20 20:17:27 +00:00
backfill-ci.py doc: label backfill as one-shot, not cron (Ganymede review) 2026-03-26 15:09:47 +00:00
backfill-domains.py feat: atomic extract-and-connect + stale PR monitor + response audit 2026-03-28 22:34:20 +00:00
backfill-source-authors.py feat: source author backfill — credits intellectual foundations of KB 2026-03-26 15:26:04 +00:00
backfill-sources.py epimetheus: sync VPS-deployed code to repo — Mar 18-20 reliability + features 2026-03-20 20:17:27 +00:00
batch-extract-50.sh feat: extraction pre-screening via Qdrant semantic search 2026-03-30 11:17:38 +01:00
bootstrap-contributors.py epimetheus: sync VPS-deployed code to repo — Mar 18-20 reliability + features 2026-03-20 20:17:27 +00:00
deploy.sh ganymede: add dev infrastructure — pyproject.toml, CI, deploy script 2026-03-13 14:24:27 +00:00
DIAGNOSTICS-AGENT-SPEC.md epimetheus: sync VPS-deployed code to repo — Mar 18-20 reliability + features 2026-03-20 20:17:27 +00:00
embed-claims.py feat: atomic extract-and-connect + stale PR monitor + response audit 2026-03-28 22:34:20 +00:00
extract-decisions.py fix: delete existing branch before re-creating in decision extractor 2026-03-24 11:43:27 +00:00
INFRASTRUCTURE.md Initial commit: Pipeline v2 daemon + infrastructure docs 2026-03-12 14:11:18 +00:00
migrate-entity-schema.py epimetheus: sync VPS-deployed code to repo — Mar 18-20 reliability + features 2026-03-20 20:17:27 +00:00
migrate-source-archive.py epimetheus: source archive restructure — inbox/queue + inbox/archive/{domain} + inbox/null-result 2026-03-18 11:50:04 +00:00
openrouter-extract-v2.py feat: extraction pre-screening via Qdrant semantic search 2026-03-30 11:17:38 +01:00
PIPELINE-AGENT-SPEC.md epimetheus: sync VPS-deployed code to repo — Mar 18-20 reliability + features 2026-03-20 20:17:27 +00:00
pyproject.toml ganymede: add dev infrastructure — pyproject.toml, CI, deploy script 2026-03-13 14:24:27 +00:00
reconcile-sources.py feat: atomic extract-and-connect + stale PR monitor + response audit 2026-03-28 22:34:20 +00:00
research-prompt-leo-synthesis.md epimetheus: source archive restructure — inbox/queue + inbox/archive/{domain} + inbox/null-result 2026-03-18 11:50:04 +00:00
research-prompt-v2.md epimetheus: source archive restructure — inbox/queue + inbox/archive/{domain} + inbox/null-result 2026-03-18 11:50:04 +00:00
reweave.py feat: atomic extract-and-connect + stale PR monitor + response audit 2026-03-28 22:34:20 +00:00
sync-mirror.sh epimetheus: sync VPS-deployed code to repo — Mar 18-20 reliability + features 2026-03-20 20:17:27 +00:00
teleo-pipeline.py epimetheus: sync VPS-deployed code to repo — Mar 18-20 reliability + features 2026-03-20 20:17:27 +00:00
teleo-pipeline.service Initial commit: Pipeline v2 daemon + infrastructure docs 2026-03-12 14:11:18 +00:00
tier0-gate.py epimetheus: sync VPS-deployed code to repo — Mar 18-20 reliability + features 2026-03-20 20:17:27 +00:00