loop

Solid

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

AI & Automation 16,782 stars 2310 forks Updated 3 days ago MIT

Install

View on GitHub

Quality Score: 96/100

Stars 20%
100
Recency 20%
100
Frontmatter 20%
70
Documentation 15%
100
Issue Health 10%
50
License 10%
100
Description 5%
100

Skill Content

# /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 ex...

Details

Author
alirezarezvani
Repository
alirezarezvani/claude-skills
Created
7 months ago
Last Updated
3 days ago
Language
Python
License
MIT

Integrates with

Similar Skills

Semantically similar based on skill content — not just same category

AI & Automation Solid

experiment-loop

Autonomous experiment loop: hypothesize > modify > test > evaluate > keep/discard > repeat. Run N experiments automatically with measurable metrics. Works for performance optimization, A/B testing, prompt engineering, and any measurable improvement task.

496 Updated 1 months ago
vibeeval
AI & Automation Solid

run

Run a single experiment iteration. Edit the target file, evaluate, keep or discard.

16,782 Updated 3 days ago
alirezarezvani
AI & Automation Solid

autoresearch-agent

Autonomous experiment loop that optimizes any file by a measurable metric. Inspired by Karpathy's autoresearch. The agent edits a target file, runs a fixed evaluation, keeps improvements (git commit), discards failures (git reset), and loops indefinitely. Use when: user wants to optimize code speed, reduce bundle/image size, improve test pass rate, optimize prompts, improve content quality (headlines, copy, CTR), or run any measurable improvement loop. Requires: a target file, an evaluation command that outputs a metric, and a git repo.

16,782 Updated 3 days ago
alirezarezvani
AI & Automation Listed

loop-edit

Change the interval, prompt, or both of an active /loop without going through pause+resume and without spawning a duplicate via /loop. Use this when the user says "change the interval of my loop to 5m", "update the prompt of my loop", or "edit my loop". Falls back to /loop-pause-edit-resume internally — the user gets a single-command UX.

0 Updated yesterday
thepictishbeast
AI & Automation Listed

start

Scaffold LOOP_CONTRACT.md in the current project and kick off a self-revising autonomous loop.

49 Updated 2 days ago
terrylica