Top-level session orchestration rules — subagent routing, context hygiene, and implementation discipline. Not intended for subagents.
Search Reddit and browse subreddit posts using the public JSON API. Use when you need to find Reddit discussions, community reactions, or story leads from specific subreddits.
Remove AI writing patterns from prose. Use when drafting, editing, or reviewing text to eliminate predictable AI tells.
Analyze past pi agent sessions stored under ~/.pi/agent/sessions. Use when the user asks about cost (totals, per project, per model, per day), wants to mine prompting patterns from past prompts, view a specific past session, or search across session…
Debug or verify frontend behavior by driving a live page (DOM, storage, network, console) with the browser_* tools instead of reading source or asking the user to paste from devtools. Use when the user reports: broken login or auth flow, failed/401/403/CORS…
Fetch the transcript and title of a YouTube video as JSON. Use when the user provides a YouTube URL and you need the spoken content (captions) for analysis, summarization, quoting, or search.
Read and comprehend PDF files, especially math lecture notes and academic papers. Use when the user asks to read, parse, analyze, or extract content from a PDF file.