Scheduler

Scheduler Skill

A lightweight background task scheduler that both Pi and Claude Code can use to:

• Schedule periodic tasks (cron syntax)
• Register one-shot or recurring jobs
• Trigger jobs on-demand
• List and manage scheduled tasks

Quick Start

# Start the scheduler daemon
.pi/skills/scheduler/run.sh start

# Register a job
.pi/skills/scheduler/run.sh register \
  --name "edge-verify-nightly" \
  --cron "0 2 * * *" \
  --command ".agents/skills/edge-verifier/run.sh --batch"

# List all jobs
.pi/skills/scheduler/run.sh list

# Run a job immediately
.pi/skills/scheduler/run.sh run edge-verify-nightly

# Check status
.pi/skills/scheduler/run.sh status

Commands

Register Options

Cron Syntax

┌───────────── minute (0-59)
│ ┌───────────── hour (0-23)
│ │ ┌───────────── day of month (1-31)
│ │ │ ┌───────────── month (1-12)
│ │ │ │ ┌───────────── day of week (0-6, Sun=0)
│ │ │ │ │
* * * * *

Examples:

• 0 2 * * * - Every day at 2:00 AM
• */15 * * * * - Every 15 minutes
• 0 0 * * 0 - Every Sunday at midnight
• 0 9-17 * * 1-5 - Every hour 9am-5pm, Mon-Fri

Storage

Jobs are stored in ~/.pi/scheduler/jobs.json:

{
  "edge-verify-nightly": {
    "name": "edge-verify-nightly",
    "cron": "0 2 * * *",
    "command": ".agents/skills/edge-verifier/run.sh --batch",
    "workdir": "/home/user/workspace/memory",
    "enabled": true,
    "description": "Nightly edge verification",
    "created_at": 1705123456,
    "last_run": 1705209856,
    "last_status": "success"
  }
}

Logs are stored in ~/.pi/scheduler/logs/.

Integration with Memory Project

Pre-configured jobs for memory automation:

# Edge verification (nightly)
./run.sh register --name "memory-edge-verify" \
  --cron "0 2 * * *" \
  --command ".agents/skills/edge-verifier/run.sh --batch" \
  --workdir "/home/graham/workspace/experiments/memory"

# Treesitter ingestion (hourly)
./run.sh register --name "memory-treesitter-ingest" \
  --cron "0 * * * *" \
  --command ".agents/skills/treesitter/run.sh scan src/ --json" \
  --workdir "/home/graham/workspace/experiments/memory"

Daemon Management

The scheduler runs as a background process. Use systemd for production:

# Generate systemd unit
./run.sh systemd-unit > ~/.config/systemd/user/pi-scheduler.service
systemctl --user enable pi-scheduler
systemctl --user start pi-scheduler

Metrics Server

When the scheduler starts, it also runs a metrics server for monitoring and API access.

Endpoints

Example Usage

# Start scheduler with metrics on custom port
./run.sh start --port 8610

# Query status via API
curl http://localhost:8610/status

# List jobs
curl http://localhost:8610/jobs

# Trigger a job via API
curl -X POST http://localhost:8610/jobs/memory-edge-verify/run

# Get Prometheus metrics
curl http://localhost:8610/metrics

Port Discovery

The metrics port is written to ~/.pi/scheduler/.port for service discovery.

PORT=$(cat ~/.pi/scheduler/.port)
curl http://localhost:$PORT/status

Loading from YAML

Load jobs from a project's services.yaml file:

./run.sh load /path/to/project/.agents/services.yaml

YAML format:

version: "1.0"
project: memory
workdir: /home/user/workspace/memory

scheduled:
  treesitter-ingest:
    description: "Parse and index codebase"
    command: ".agents/skills/treesitter/run.sh scan src/"
    schedule: "0 * * * *"  # Hourly
    enabled: true
    timeout: 300

  edge-verifier:
    description: "LLM verification of edges"
    command: ".agents/skills/edge-verifier/run.sh --batch"
    schedule: "0 2 * * *"  # 2am daily
    enabled: true

hooks:
  episodic-archiver:
    description: "Archive conversation"
    trigger: "stop"
    command: ".agents/skills/episodic-archiver/run.sh archive"

Reports

Generate comprehensive reports with metrics and failure analysis:

# Rich TUI report
./run.sh report

# JSON for automation
./run.sh report --json

Report includes:

• Summary: Total jobs, success rate, average duration
• Per-job stats: Last run, duration, status
• Recent failures: With log excerpts
• Recommendations: Actionable next steps

Example output:

╭──────────────────────╮
│   Scheduler Report   │
│ 2025-01-21 14:30:00  │
╰──────────────────────╯

Summary
  Total Jobs    12
  Enabled       10
  Jobs Run      8
  Success Rate  87.5%
  Avg Duration  45.2s
  Failures      1

Job Status
┏━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━┳━━━━━━━━━┓
┃ Job               ┃ Schedule    ┃ Last Run  ┃ Duration ┃ Status  ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━╇━━━━━━━━━┩
│ edge-verifier     │ 0 2 * * *   │ 01-21 02:00│ 120.5s  │ success │
│ treesitter-ingest │ 0 * * * *   │ 01-21 14:00│ 5.2s    │ success │
│ db-backup         │ 0 3 * * *   │ 01-21 03:00│ 45.0s   │ failed  │
└───────────────────┴─────────────┴───────────┴──────────┴─────────┘

Recent Failures
  db-backup - failed at 2025-01-21 03:00
  ╭─ Log excerpt ─────────────────────────────╮
  │ ERROR: Connection refused to ArangoDB    │
  ╰──────────────────────────────────────────╯

Recommendations
  • Review 1 failed job(s) with: scheduler logs db-backup

Environment Variables