Claude/ai genius system design gcv oq #579
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Comprehensive architecture plan for a personal AI system built on Claude Code instances, Obsidian vault as source of truth, and PAI patterns. Covers dispatcher, context assembly, interfaces (text/voice), self-learning, service integrations, and 6-phase implementation roadmap. https://claude.ai/code/session_01BBaHULjWgg7GA2LLzmFd11
Replace flat dispatcher→specialist architecture with proper organizational structure: CEO → Chief of Staff → 6 Directors → Specialist Teams. Adds escalation protocols, delegation authority matrix, inter-director coordination, per-director token budgets, and director state files in the vault. https://claude.ai/code/session_01BBaHULjWgg7GA2LLzmFd11
Rewrites the AI Genius design document based on actual audit of the current LifeOS setup. Drops the multi-level management hierarchy in favor of PAI-pattern modular architecture: skills (from 18 existing modes), context maps, policies, memory system, and hooks. Includes 10-step safe migration plan with rollback at every step. https://claude.ai/code/session_01BBaHULjWgg7GA2LLzmFd11
Single-file briefing containing: current vault audit findings, PAI patterns to adopt (with specific files to read from ~/PAI-reference/), and the complete 10-step transformation plan. Designed to be given to a new Claude Code instance working in the LifeOS vault. https://claude.ai/code/session_01BBaHULjWgg7GA2LLzmFd11
Covers: full hook system (security, format enforcement, auto-work tracking, implicit sentiment), learning synthesis engine, advanced skills (Research, Council, CreateSkill, Telos), The Algorithm execution engine with ISC tracking, and observability. Each phase is independently valuable and builds on the previous. https://claude.ai/code/session_01BBaHULjWgg7GA2LLzmFd11
Comprehensive briefing covering 7 sub-steps: security validator, format enforcer, auto-work creation, implicit sentiment capture, enhanced session end, first-prompt-only guard, and settings.json registration. Includes Phase 1 lessons learned and manual testing checklist. https://claude.ai/code/session_01BBaHULjWgg7GA2LLzmFd11
Covers 5 sub-steps: weekly learning synthesis script, skill improvement proposal system with review workflow, preference learning with confidence tracking, mistake pattern detection, and integration with weekly review and daily brief scripts. https://claude.ai/code/session_01BBaHULjWgg7GA2LLzmFd11
…eateSkill, Telos) Covers 4 skills: multi-source research with 3 depth modes and MCP integration, multi-agent council debate with 3-round structure, self-extending CreateSkill with validation and overlap detection, and Telos life OS integrating with existing Tracking/ hierarchy. https://claude.ai/code/session_01BBaHULjWgg7GA2LLzmFd11
Adapts PAI's Algorithm as a skill + policy (not TypeScript toolchain). Covers: effort classification (trivial→determined), ISC as Markdown, 7-phase execution (observe→learn), capability routing matrix, iteration logic, and CLAUDE.md integration for auto-activation. https://claude.ai/code/session_01BBaHULjWgg7GA2LLzmFd11
…ase) Covers: event logger library (JSONL), PostToolUse capture hook, session activity reports, and optional real-time dashboard (Bun + vanilla HTML). Includes complete system architecture diagram showing all 8 hooks, 6 scripts, and the self-improvement feedback loop. https://claude.ai/code/session_01BBaHULjWgg7GA2LLzmFd11
Covers: effort system, Algorithm & ISC, research depths, council debates, feedback & learning loop, proposals, Telos, skill creation, security, memory persistence, observability, and practical tips. https://claude.ai/code/session_01BBaHULjWgg7GA2LLzmFd11
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