Teleo evaluation pipeline infrastructure — Python async daemon for claim extraction, validation, evaluation, and merge
m3taversal
c3f2010a42
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The /api/activity-feed event shape didn't give the frontend a reliable
clickability signal. Two failure modes:
1. Source-archive events (extract/* PRs that filed a paper into
inbox/archive/ but didn't extract a claim) returned claim_slug="".
Frontend rendered <Link href="/claims/"> which Next normalized to
/claims and redirected to /knowledge-base. Wrong page.
2. Research/entity session commits (e.g. astra/research-2026-05-11)
with empty descriptions fell through to "create" classification with
a pseudo-slug like research-2026-05-11. Frontend rendered
/claims/research-2026-05-11 -> 404.
Fix:
- Add `kind` enum (canonical): claim_merged | claim_enriched |
claim_challenged | source_archived | session_digest. Replaces the
internal `type` for downstream consumers; `type` kept populated for
in-flight callers during migration.
- Add `target_url`: explicit clickability signal. Frontend renders
<Link> when non-null, <span> when null. No special-casing needed.
* claim_* events -> /claims/{slug}
* source_archived -> Forgejo blob URL at inbox/archive/{domain}/{slug}.md
* session_digest -> null (no clickthrough surface yet)
- Detect research/entity commits with empty descriptions as
session_digest in _classify_event, instead of synthesizing a phantom
create event with a date-shaped pseudo-slug.
- type filter accepts both legacy `type` and new `kind` values so
callers migrate at their own pace.
Verified live: source events resolve to inbox/archive/{domain}/...
Forgejo URLs, session-digest rows return target_url=null,
claim_merged events keep /claims/{slug} unchanged.
|
||
|---|---|---|
| .forgejo/workflows | ||
| agent-state | ||
| deploy | ||
| diagnostics | ||
| docs | ||
| hermes-agent | ||
| lib | ||
| ops | ||
| research | ||
| scripts | ||
| systemd | ||
| telegram | ||
| tests | ||
| .gitignore | ||
| CODEOWNERS | ||
| fetch_coins.py | ||
| pyproject.toml | ||
| README.md | ||
| reweave.py | ||
| teleo-pipeline.py | ||
teleo-infrastructure
Pipeline infrastructure for the Teleo collective knowledge base. Async Python daemon that extracts, validates, evaluates, and merges claims via Forgejo PRs.
Directory Structure
teleo-infrastructure/
├── teleo-pipeline.py # Daemon entry point
├── reweave.py # Reciprocal edge maintenance
├── lib/ # Pipeline modules (Python package)
├── diagnostics/ # Monitoring dashboard (port 8081)
├── telegram/ # Telegram bot interface
├── deploy/ # Deployment + mirror scripts
├── systemd/ # Service definitions
├── agent-state/ # Cross-session agent state
├── research/ # Nightly research orchestration
├── hermes-agent/ # Hermes agent setup
├── scripts/ # One-off backfills + migrations
├── tests/ # Test suite
└── docs/ # Operational documentation
Ownership
Each directory has one owning agent. The owner is accountable for correctness and reviews all changes to their section. See CODEOWNERS for per-file detail.
| Directory | Owner | What it does |
|---|---|---|
lib/ (core) |
Ship | Config, DB, merge, cascade, validation, LLM calls |
lib/ (extraction) |
Epimetheus | Source extraction, entity processing, pre-screening |
lib/ (evaluation) |
Leo | Claim evaluation, analytics, attribution |
lib/ (health) |
Argus | Health checks, search, claim index |
diagnostics/ |
Argus | 4-page dashboard, alerting, vitality metrics |
telegram/ |
Ship | Telegram bot, X integration, retrieval |
deploy/ |
Ship | rsync deploy, GitHub-Forgejo mirror |
systemd/ |
Ship | teleo-pipeline, teleo-diagnostics, teleo-agent@ |
agent-state/ |
Ship | Bootstrap, state library, cascade inbox processor |
research/ |
Ship | Nightly research sessions, prompt templates |
scripts/ |
Ship | Backfills, migrations, one-off maintenance |
tests/ |
Ganymede | pytest suite, integration tests |
docs/ |
Shared | Architecture, specs, protocols |
VPS Layout
Runs on Hetzner CAX31 (77.42.65.182) as user teleo.
| VPS Path | Repo Source | Service |
|---|---|---|
/opt/teleo-eval/pipeline/ |
lib/, teleo-pipeline.py, reweave.py |
teleo-pipeline |
/opt/teleo-eval/diagnostics/ |
diagnostics/ |
teleo-diagnostics |
/opt/teleo-eval/telegram/ |
telegram/ |
(manual) |
/opt/teleo-eval/agent-state/ |
agent-state/ |
(used by research-session.sh) |
Quick Start
# Run tests
pip install -e ".[dev]"
pytest
# Deploy to VPS
./deploy/deploy.sh --dry-run # preview
./deploy/deploy.sh # deploy