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run_loop

Combines run_eval.py and improve_description.py in a loop, tracking history and returning the best description found. Supports train/test split to prevent overfitting.

  • Skills
  • Productivity
  • 0

What it does and how to use it

A skill that teaches Claude Code to do productivity tasks well. It is packaged knowledge the model uses whenever it is relevant.

  1. Install the skill (command above).
  2. In Claude Code, describe what you need - the skill turns on by itself when the context fits.
  3. No commands to memorize: you talk in plain language and the skill does the rest.

Install (Claude Code)

mkdir -p .claude/skills/run-loop && curl -fsSL https://doutorai.pt/data/lib/skills__run-loop.md -o .claude/skills/run-loop/SKILL.md

Paste this command into the terminal, in your project folder, and the component installs automatically.

Content

#!/usr/bin/env python3
"""Run the eval + improve loop until all pass or max iterations reached.

Combines run_eval.py and improve_description.py in a loop, tracking history
and returning the best description found. Supports train/test split to prevent
overfitting.
"""

import argparse
import json
import random
import sys
import tempfile
import time
import webbrowser
from pathlib import Path

from scripts.generate_report import generate_html
from scripts.improve_description import improve_description
from scripts.run_eval import find_project_root, run_eval
from scripts.utils import parse_skill_

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