fast-run

name	fast-run
description	Delegate simple sub-tasks to a fast model (GLM-5). Use for fetch, extract, query, and tool-heavy work that needs minimal reasoning.

Fast Run

Delegate simple, self-contained sub-tasks to GLM-5. The fast model has access to all tools (browser, email, calendar, sqlite, shell) but runs at lower reasoning effort.

When to Use

• Fetching data from web pages or APIs
• Extracting structured data from text
• Running database queries and returning results
• Collecting RSS feeds or search results
• File reading and summarization
• Simple shell operations

When NOT to Use

• Scoring or ranking (needs judgment)
• Creative writing (needs SOUL.md voice)
• Strategic decisions or analysis
• Reviewing quality of outputs
• Tasks requiring multi-step reasoning chains

CLI Reference

fast_run_cli

Run a single self-contained task via GLM-5.

The task string must be complete and self-contained. Include:

• What to do (specific action)
• What data to return (format, fields)
• Any constraints (limits, filters)

Output: JSON to stdout with success and output fields.

Examples

fast_run_cli "Search Wellfound for founding engineer roles. Return JSON array: [{title, company, url, salary, remote}]. Limit 20."
fast_run_cli "Read ~/.zeroclaw/documents/LORE.md and extract the job boards list as a JSON array of strings."
fast_run_cli "Query state.db: SELECT url FROM job_applications WHERE status='new'. Return the URLs as a newline-separated list."