Nightly Loop

{
  "name": "nightly-loop",
  "schedule": { "kind": "cron", "expr": "0 2 * * *", "tz": "America/Denver" },
  "payload": {
    "kind": "agentTurn",
    "message": "cd ~/CascadeProjects/my-project && tenet peter daily >> .tenet/nightly.log 2>&1",
    "timeoutSeconds": 3600
  }
}

# crontab -e
0 2 * * * cd /path/to/project && tenet peter daily >> .tenet/nightly.log 2>&1

tenet peter daily

  Peter Parker - Daily RL Agent Loop

  Found 5 RL agent(s):
    • test-coverage (coverage_percent, maximize)
    • code-quality (quality_score, maximize)
    • cli-speed (p90_ms, minimize)
    • telemetry-rl (product_health, maximize)
    • onboarding-success (success_rate, maximize)

  Pre-flight: Mining tuples from journals...
    Mined 12 tuples, 8 new → buffer total: 2772

  Pre-flight: Synthesizing product context...
    ✓ Product context updated

  Layer 3: Strategic reasoning...
    Run: ["test-coverage", "code-quality"]
    Skip: ["cli-speed"] — near optimal
    Reasoning: test-coverage has highest gradient (87% headroom)

  Hub health: ✓ (12ms)

  ── test-coverage ──────────────────────────────
    Baseline: 0.1276
    Round 1: +0.0031 KEPT
    Round 2: -0.0002 REVERTED
    Round 3: +0.0018 KEPT
    Round 4: +0.0012 KEPT
    Round 5: -0.0001 REVERTED

  ── code-quality ───────────────────────────────
    Baseline: 0.6836
    Round 1: +0.0045 KEPT
    ...

  Daily loop complete.

# View the log
tail -100 .tenet/nightly.log

# Run the scorecard
bash eval/nightly-scorecard.sh

# .tenet/agents/test-coverage.toml
rounds = 20  # More rounds = more improvement per night

tenet peter daily --budget 10  # Stop at $10