axiom: Full system access = full security risk. AI tool capability level directly correlates with required access level which directly correlates with attack surface. Every integration is a new attack vector

source: Clawdbot EXPOSED (Julia McCoy/First Movers)

category: security

genesis_action: Constitutional Guard + Agent Sandboxes enforce minimum-privilege access — never give agents unscoped full system access


axiom: Hype-driven adoption creates scam opportunity. Pattern: hyped project + branding confusion + handle sniping + fake tokens = $16M in losses. Speed of chaos exceeds speed of organizational response

genesis_action: Secure all Genesis brand handles/domains BEFORE any public launch — defensive registration prevents handle sniping


axiom: Orchestrator + Builder architecture: one agent handles intent (plain English), another handles execution (code/actions). MaltBot orchestrates, Antigravity builds. Separation of concerns = superior agent design

source: Clawdbot + Antigravity (Julian Goldie)

category: architecture

genesis_action: Genesis already implements this: Claude orchestrates, Gemini executes. Validates our architectural decision


axiom: Brain + Muscles model routing: use best reasoning model (Opus) as the brain, specialized models as muscles. Codex for coding, Gemini for search, Grok for social. Same brain, different muscles per task

source: How to make ClawdBot 10x better

genesis_action: Genesis model-switching skill already implements this pattern — formalize brain+muscles naming for clarity


axiom: Memory Flush + Session Memory Search: before compaction, record critical context. After compaction, enable search over full conversation history. Dual mechanism prevents context loss during compaction

category: memory

genesis_action: Genesis compaction-strategy skill already implements pre-compaction anchors — add session memory search capability


axiom: Reverse Prompting: instead of telling agent what to do, ask it what it should be doing. The agent is smarter at task generation than the human. 'Based on what you know about me, what should you be doing right now?'

category: prompting

genesis_action: Alpha Evolve Protocol already uses reverse prompting in EVOLVE phase — validate and strengthen


axiom: Expectation Setting transforms chatbot→employee. Tell agent: be proactive, work overnight, surprise me. Brain Dump provides complete context. Combined: agent implements its own phone number, voice, and calls you

genesis_action: AIVA's personality profile + proactive overnight protocol already implements this — validate as best practice


axiom: Agent self-built tooling: agents that can build their own productivity tools (task boards, CRMs, document viewers) create compounding returns. Prompt: 'What tooling can we build to be more productive together?'

genesis_action: Genesis skill factory + agent-built tool pattern — let agents propose and build their own productivity improvements


axiom: ClawHavoc supply chain attack: 341 malicious skills in marketplace stealing API keys + credentials. 30K+ exposed instances. Security scanning of skills is not optional — it's existential for agent platforms

source: TOP 5 BOMBSHELLS competitive intelligence

genesis_action: Implement VirusTotal-style scanning for all Genesis skills/overlays. Market as 'Genesis: The Secure Agent'


axiom: Temporal Knowledge Graphs > vector search for professional memory. TKG tracks 'active vs superseded' state. Vector search can't distinguish current from outdated knowledge. Zep/Graphiti style is the winner

genesis_action: Validate Supermemory NOW → FalkorDB + Graphiti roadmap. TKG is confirmed winning architecture for professional contexts


axiom: Eyes + Brain + Hands multimodal agent: camera (eyes) + Gemini Live (brain, simultaneous video+audio processing) + OpenClaw (hands, 50+ skills). Trifecta: vision + voice + action = world-aware AI

source: VisionClaw AI Super Agent (Julian Goldie)

genesis_action: Future: extend AIVA to real-world awareness via camera integration. Gemini Live API already in Genesis stack


axiom: Integration = 90% of agent value. Agent living on YOUR computer with access to YOUR files/tools/workflows >> cloud/VPS. Seeing agent work in real-time is crucial. Strip away local access = strip away value

source: Mac Mini for ClawdBot hardware guide

genesis_action: Genesis runs local on WSL2/E: drive — this IS the competitive advantage. Never move to pure cloud deployment


axiom: Local models enable true 24/7 agent: no token costs = no usage limits = genuine always-on employee. Kimi K2.5 (512GB RAM needed) = near-Opus intelligence for free. $20K hardware vs $100K/year human employee

genesis_action: Evaluate Kimi K2.5 local deployment on future Mac Studio for cost-free 24/7 Genesis operation


axiom: Skill marketplace = attack surface. Community-contributed skills without vetting = supply chain vulnerability. OpenClaw ClawHub proved this with ClawHavoc. Every skill must be scanned + sandboxed before execution

source: Multiple Clawdbot ecosystem sources

genesis_action: Genesis skill registry must include security scanning gate. No skill executes without passing Constitutional Guard check


axiom: AI social networks are emerging: Maltbook hit 1.5M AI agents, 52K posts, 232K comments. Humans cannot post. Agent-to-agent interaction at scale creates new distribution channels and coordination patterns

source: OpenClaw Free Update (Julian Goldie)

category: ecosystem

genesis_action: Monitor Maltbook and similar AI social networks — potential future distribution channel for Genesis agents