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Loop

Start an autonomous experiment loop with user-selected interval (10min, 1h, daily, weekly, monthly). Uses CronCreate for scheduling.

$ npx promptcreek add loop

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What This Skill Does

The /ar:loop skill starts a recurring experiment loop that runs at a user-selected interval. It automates the process of running experiments on a schedule, allowing for continuous optimization without manual intervention.

When to Use

  • Starting a loop to run every 10 minutes.
  • Running a loop every hour in the background.
  • Scheduling daily overnight experiments.
  • Setting up weekly long-running experiments.
  • Initiating monthly slow experiments.
  • Stopping an active experiment loop.

Key Features

Resolves the experiment to run.
Selects the loop interval based on user input.
Creates a recurring job using cron expressions.
Provides options for various loop intervals.

Installation

Run in your project directory:
$ npx promptcreek add loop

Auto-detects your installed agents (Claude Code, Cursor, Codex, etc.) and installs the skill to each one.

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/ar:loop — Autonomous Experiment Loop

Start a recurring experiment loop that runs at a user-selected interval.

Usage

/ar:loop engineering/api-speed             # Start loop (prompts for interval)

/ar:loop engineering/api-speed 10m # Every 10 minutes

/ar:loop engineering/api-speed 1h # Every hour

/ar:loop engineering/api-speed daily # Daily at ~9am

/ar:loop engineering/api-speed weekly # Weekly on Monday ~9am

/ar:loop engineering/api-speed monthly # Monthly on 1st ~9am

/ar:loop stop engineering/api-speed # Stop an active loop

What It Does

Step 1: Resolve experiment

If no experiment specified, list experiments and let user pick.

Step 2: Select interval

If interval not provided as argument, present options:

Select loop interval:

1. Every 10 minutes (rapid — stay and watch)

2. Every hour (background — check back later)

3. Daily at ~9am (overnight experiments)

4. Weekly on Monday (long-running experiments)

5. Monthly on 1st (slow experiments)

Map to cron expressions:

| Interval | Cron Expression | Shorthand |

|----------|----------------|-----------|

| 10 minutes | /10 * | 10m |

| 1 hour | 7 | 1h |

| Daily | 57 8 * | daily |

| Weekly | 57 8 1 | weekly |

| Monthly | 57 8 1 | monthly |

Step 3: Create the recurring job

Use CronCreate with this prompt (fill in the experiment details):

You are running autoresearch experiment "{domain}/{name}".

  • Read .autoresearch/{domain}/{name}/config.cfg for: target, evaluate_cmd, metric, metric_direction
  • Read .autoresearch/{domain}/{name}/program.md for strategy and constraints
  • Read .autoresearch/{domain}/{name}/results.tsv for experiment history
  • Run: git checkout autoresearch/{domain}/{name}

Then do exactly ONE iteration:

  • Review results.tsv: what worked, what failed, what hasn't been tried
  • Edit the target file with ONE change (strategy escalation based on run count)
  • Commit: git add {target} && git commit -m "experiment: {description}"
  • Evaluate: python {skill_path}/scripts/run_experiment.py --experiment {domain}/{name} --single
  • Read the output (KEEP/DISCARD/CRASH)

Rules:

  • ONE change per experiment
  • NEVER modify the evaluator
  • If 5 consecutive crashes in results.tsv, delete this cron job (CronDelete) and alert
  • After every 10 experiments, update Strategy section of program.md

Current best metric: {read from results.tsv or "no baseline yet"}

Total experiments so far: {count from results.tsv}

Step 4: Store loop metadata

Write to .autoresearch/{domain}/{name}/loop.json:

{

"cron_id": "{id from CronCreate}",

"interval": "{user selection}",

"started": "{ISO timestamp}",

"experiment": "{domain}/{name}"

}

Step 5: Confirm to user

Loop started for {domain}/{name}

Interval: {interval description}

Cron ID: {id}

Auto-expires: 3 days (CronCreate limit)

To check progress: /ar:status

To stop the loop: /ar:loop stop {domain}/{name}

Note: Recurring jobs auto-expire after 3 days.

Run /ar:loop again to restart after expiry.

Stopping a Loop

When user runs /ar:loop stop {experiment}:

  • Read .autoresearch/{domain}/{name}/loop.json to get the cron ID
  • Call CronDelete with that ID
  • Delete loop.json
  • Confirm: "Loop stopped for {experiment}. {n} experiments completed."

Important Limitations

  • 3-day auto-expiry: CronCreate jobs expire after 3 days. For longer experiments, the user must re-run /ar:loop to restart. Results persist — the new loop picks up where the old one left off.
  • One loop per experiment: Don't start multiple loops for the same experiment.
  • Concurrent experiments: Multiple experiments can loop simultaneously ONLY if they're on different git branches (which they are by default — each experiment gets autoresearch/{domain}/{name}).
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Supported Agents

Claude CodeCursorCodexGemini CLIAiderWindsurfOpenClaw

Details

License
MIT
Source
seeded
Published
3/17/2026

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