Teleo evaluation pipeline infrastructure — Python async daemon for claim extraction, validation, evaluation, and merge
m3taversal
05d15cea56
Three hackathon-critical fixes for Timeline page rendering (Accelerate Solana, May 5):
Gap 1 — /api/activity respects ?type= now:
- accepts single or comma-separated operation types
(extract|new|enrich|challenge|infra)
- over-fetches 5× limit (capped 2000) so post-build filtering still
fills the requested page size
- unknown types filter out cleanly
Gap 2 — classify_pr_operation() replaces STATUS_TO_OPERATION for merged PRs:
- commit_type wins over branch prefix for merged PRs so extract/* branches
with commit_type='enrich' or 'challenge' surface correctly (same gotcha
as the contributor-role wiring fix)
- priority: challenge → enrich (incl. reweave/) → maintenance (infra) → new
- challenged_by detection carried over from activity_feed_api._classify_event
- non-merged statuses unchanged (extract/new/infra/challenge as before)
- SQL now selects commit_type + description alongside existing columns
- 14 unit tests covering the gotcha matrix
Gap 3 — _CHANNEL_MAP reshape:
- extract/, ingestion/ default → 'unknown' (was 'telegram'; telegram-origin
classification now requires explicit tagging at ingestion time)
- agent/maintenance mappings unchanged
- github_pr override and gh-pr-* branches continue to return 'github'
- 'web' registered as the canonical in-app submission channel (matches
the platform-named pattern established by telegram/github/agent)
- module docstring enumerates all six valid channels
Deployed to VPS; diagnostics + pipeline restarted clean.
Smoke: type=enrich returns 22 events (was 0), type=challenge returns 0
(matches DB — zero challenge commit_types).
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
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|---|---|---|
| .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