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USE WHEN PAI system, PAI algorithm, how PAI works, system overview, core configuration, PAI infrastructure.

USE WHEN upgrade, improve system, system upgrade, analyze for improvements, check Anthropic, Anthropic changes, new Claude features, check YouTube, new videos, sync PAI, sync upstream, pull PAI updates. SkillSearch('upgrade') for docs.

USE WHEN user says create custom agents, spin up custom agents, specialized agents, OR asks for agent personalities, available traits, agent voices. Handles custom agent creation, personality assignment, voice mapping, and parallel agent orchestration.

USE WHEN user wants to create visual content, illustrations, diagrams, OR mentions art, header images, visualizations, mermaid, flowchart, technical diagram, infographic, PAI icon, pack icon, or PAI pack icon.

USE WHEN TELOS, life goals, projects, dependencies, books, movies. SkillSearch('telos') for docs.

USE WHEN annual reports, security reports, threat reports, industry reports, update reports, analyze reports, vendor reports, threat landscape.

USE WHEN aphorism, quote, saying. SkillSearch('aphorisms') for docs.

USE WHEN Twitter, Instagram, LinkedIn, TikTok, YouTube, Facebook, Google Maps, Amazon scraping.

Add a structured memory record to Recall — breadcrumb, decision, or learning

Run health checks on all Recall memory subsystems — database, MCP, hooks, embeddings

Flush current session to Recall database and capture a Library of Alexandria entry

Browse and search the Library of Alexandria — curated knowledge entries with extracted wisdom

Show recent Recall memory records across all tables or a specific table

Scout an unfamiliar codebase — memory-first repo map, key paths, tests, risks, and next steps, with a strict sensitive-data boundary

Search Recall memory using FTS5 full-text search across all tables

Show Recall database statistics — record counts, database size, and table breakdown

Generate beautiful, self-contained HTML pages that visually explain systems, code changes, plans, and data. Use when the user asks for a diagram, architecture overview, diff review, plan review, project recap, comparison table, a visual explainer, or any visual explanation of technical concepts — including phrasings like "visualize this", "visualize a plan", "make it visual", "show me this visually", or "explain this visually". Also use proactively when you are about to render a complex ASCII table (4+ rows or 3+ columns) — present it as a styled HTML page instead.