Teleo evaluation pipeline infrastructure — Python async daemon for claim extraction, validation, evaluation, and merge

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m3taversal dde055fdbf Some checks are pending CI / lint-and-test (pull_request) Waiting to run Details fix(metadao-scrape): STAT_BLEED word boundaries + min-render gate Ganymede review on PR #6 (commit `800d1d8` → this commit): - WARNING: STAT_BLEED_RE false-positives on common words. The original pattern matched standalone stat-keyword tokens, clipping legitimate titles like "Engage with Pantera and Active Capital" → trimmed at " Active". Fix: require numeric/symbolic context (\$, +, -, \d) AFTER the stat-word, so word-only sequences pass through unchanged. - _clean_title_candidate now uses finditer + first-match-past-offset-10 instead of re.search. The DP-NNNNN digit sequence always wins leftmost position; we want the first POST-title bleed match instead. - NIT 3: minimum-render gate before write. Skip partial renders rather than archiving stubs whose downstream extraction null-results. Threshold: body < 500B AND no DP-N in title → skip and retry next run. Verified 10/10 on test grid: real bleed trimmed, mid-word false-positives preserved (Compass, Active Capital, Live Streaming, Encompass, Activate, Passage, Failure all pass through unchanged). NIT 1 (--headless no-op flag) and NIT 2 (futardio tag provenance noise): deferred — cosmetic, batch with future touch. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>		2026-04-25 13:24:15 +01:00
.forgejo/workflows	ganymede: add dev infrastructure — pyproject.toml, CI, deploy script	2026-03-13 14:24:27 +00:00
agent-state	Consolidate pipeline code from teleo-codex + VPS into single repo	2026-04-07 16:52:26 +01:00
deploy	fix: auto-deploy.sh rsync excludes broken + add tests/ sync	2026-04-20 17:22:11 +01:00
diagnostics	feat(diagnostics): add POST /api/search for chat API contract	2026-04-24 17:58:30 +01:00
docs	feat: reorganize repo with clear directory boundaries and agent ownership	2026-04-14 18:20:13 +01:00
hermes-agent	fix: set execute bit on research-session.sh and install-hermes.sh	2026-04-18 11:54:39 +01:00
lib	feat(schema): v26 — publishers + contributor_identities + sources provenance	2026-04-24 20:47:21 +01:00
ops	fix: wire commit_type into contributor role assignment	2026-04-21 10:27:36 +01:00
research	fix: set execute bit on research-session.sh and install-hermes.sh	2026-04-18 11:54:39 +01:00
scripts	fix(metadao-scrape): STAT_BLEED word boundaries + min-render gate	2026-04-25 13:24:15 +01:00
systemd	feat: add auto-deploy script and systemd units for teleo-infrastructure	2026-04-15 14:27:23 +01:00
telegram	add rio and theseus telegram bot agent configs	2026-04-20 17:20:21 +01:00
tests	fix(attribution): --diff-filter=A + handle sanity filter + remove legacy fallback	2026-04-24 12:58:55 +01:00
.gitignore	feat: add auto-deploy script and systemd units for teleo-infrastructure	2026-04-15 14:27:23 +01:00
CODEOWNERS	feat: reorganize repo with clear directory boundaries and agent ownership	2026-04-14 18:20:13 +01:00
fetch_coins.py	Skip liquidated entities in portfolio fetcher	2026-04-20 18:55:04 +01:00
pyproject.toml	ganymede: add dev infrastructure — pyproject.toml, CI, deploy script	2026-03-13 14:24:27 +00:00
README.md	feat: reorganize repo with clear directory boundaries and agent ownership	2026-04-14 18:20:13 +01:00
reweave.py	fix: quote YAML edge values containing colons, skip unparseable files in reweave merge	2026-04-18 12:07:28 +01:00
teleo-pipeline.py	fix: wrap breaker calls in stage_loop to prevent permanent task death	2026-04-20 12:37:28 +01:00

README.md

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