Teleo evaluation pipeline infrastructure — Python async daemon for claim extraction, validation, evaluation, and merge
m3taversal
50b888a751
Apply Step 1 of stuck-PR triage. The May 7 reaper allowlist (extract/, reweave/, fix/) deliberately excluded all agent-prefix branches per Ganymede's review nit #3 — the rationale being that agent branches are WIP feature work owned by the agent and shouldn't be auto-closed. That decision was correct for theseus/feature-foo style branches. It's wrong for {agent}/research-{YYYY-MM-DD} branches: those are daily cron output, categorically disposable, regenerated by tomorrow's session. Same shape as extract/ — content the pipeline-cron created and can recreate, not feature work owned by the agent. Production impact: 15 of 16 currently-stuck PRs are research-session verdict-deadlocks aged 8-12 days. Without this change they sit forever because the substantive_fixer can't classify (eval_issues=[] or mechanical-only) and the reaper allowlist excludes them. Once live, next hourly reaper cycle picks them up under the standard 24h-deadlock gate. Pattern choice: %/research-2* (date-suffix) over %/research-% (loose). Verified 15/15 stuck PRs match the tight pattern; sanity-check found rio/research-batch-agents-memory-harnesses (manually-named, not date- suffixed) which the loose pattern would catch and the tight pattern correctly excludes. Closed-status today, but a future hand-named research thesis branch sitting in request_changes for 24h would have been at risk. The date prefix '2' threads the needle until 2030 and ages naturally. Documented as an allowlist invariant ("disposable pipeline-generated branches") rather than a list, per Step 3 of the plan — future additions should match the invariant or update it explicitly. Verified live before pushing: - 15/15 currently stuck research PRs match the new pattern - Zero false positives on existing branch namespace (closed branches excluded by status='open' guard regardless) - Existing extract/ reweave/ fix/ allowlist members unchanged 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