Autonomous content pipeline - scout announcements in your field, triage by trend momentum and personal angle, produce posts/blogs/videos in your voice with ledger-based dedup, hard volume caps, and screenshot-verified publishing
Periodic trust sweep of persistent memory and durable knowledge notes - re-verifies environment-dependent claims against the live environment, stamps last_verified + confidence, and proposes archiving drifted entries
Generate personalized news intelligence with verified sources (7-day freshness requirement)
Build frameworks from scattered insights across all braindumps and notes
Shared loop-engineering reference for COG skills - the agent loop, deterministic verifiers, termination conditions, in-loop context management, and named patterns. Invoke when designing or debugging a skill that iterates (search-verify-retry, scan-until-dry, fetch-retry-gate).
Quick capture URLs with automatic content extraction, insights, and categorization into knowledge booklets
Cross-domain pattern analysis and strategic reflection for weekly review
Evaluate URLs and tools — check vault coverage, assess relevance, recommend save or skip