Facilitate the human's fractal journaling practice — gather fragments, surface themes, prepare review surfaces at every cadence (daily, weekly, monthly, yearly, 5-year). The AI prepares; the human reflects. Use when the heartbeat detects a review is due, or when the human says "review my week", "monthly review", "what happened today", or any reflection prompt.
Core methodology for Superpaper — an AI Agent Swarm interface in Obsidian. Governs the knowledge graph (Zettelkasten), interactive artifacts, vault structure, interaction style, and multi-agent orchestration. Activate when working in a Superpaper vault — reading/writing knowledge notes, processing bookmarks, building artifacts, managing the vault, or bootstrapping a new vault. References obsidian-markdown, obsidian-bases, json-canvas, and obsidian-cli skills for format specifications.
Autonomous batch orchestrator — fills the pipeline, dispatches all board tasks as parallel sub-agents, triages inbox, consolidates knowledge, archives stale work, logs to agent log, and git syncs. Use when the human says "run a heartbeat", "do housekeeping", or on any scheduled autonomous run.
Extract falsifiable hypotheses from a paper or research source. Use when the human says "distill this paper", "what are the key claims", or shares an academic paper/article for deep analysis.
The system's introspective core — audits vault health, knowledge quality, and the meta layer where the partnership learns about itself. Connectivity, consistency, memory, self-improvement, and evolution potential. Use when the human says "audit the system", "introspect", "check vault health", "what could be better?", or after structural changes.
Process a freewrite or journal entry — reflect back, route insights to living documents and atomic notes. Use when the human says "process my journal", "process today's writing", or feeds a freewrite/journal fragment.
Process a meeting transcript — extract decisions, action items, insights, and commitments. Use when the human says "process this meeting", shares a transcript from Granola/Otter/etc, or pastes meeting notes.
Decompose a goal into a phased implementation strategy