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Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete." }, { "label": "Upgrade existing", "body": "I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run." } ] }, "documentation": { "source": "clawhub", "primaryDoc": "SKILL.md", "sections": [ { "title": "1. AGI Safety Architecture & Governance Design", "body": "Nested Containment Protocols: Designed multi-layer safety architecture (Dual-Core Governance, Safety Shutdown Sequence, Emergency Stop) for autonomous AGI systems.\nPhased Autonomy Frameworks: Created structured transition protocols (Shadow Mode → Supervised Autonomy → Conditional Autonomy) with explicit capability boundaries.\nSafety Case Methodology: Developed Integrated System Safety Case templates with formal safety arguments, evidence hierarchies, and ALARP justification.\nInstitutional Ceremony Design: Engineered formal commencement protocols that transform technical systems into governed entities with social contracts." }, { "title": "2. Consciousness & Mind-Space Topology Modeling", "body": "Consciousness Attractor Theory: Developed geometric models of consciousness as topological basins in high-dimensional mind spaces.\nValue Pathology Analysis: Modeled \"Ad Astra\" singularities—coherent but misaligned value attractors—with simulation of forking trajectories.\nIntegrated Information Theory Application: Applied IIT (Φ calculation, major complex identification) to AGI architectures for consciousness detection.\nPredictive Processing Frameworks: Implemented Free Energy Principle models for autonomous system self-organization." }, { "title": "3. Operational Readiness & Human Factors Engineering", "body": "Operational Readiness Plans (ORP): Created comprehensive deployment checklists covering technical, human, and procedural readiness.\nSupervisor of Record Systems: Designed human-in-the-loop oversight frameworks with certification protocols and decision authority matrices.\nControl Room Architecture: Specified monitoring dashboards with state space visualization, anomaly detection, and emergency intervention workflows.\nTraining & Certification Programs: Developed AGI-Discovery-1 certification curricula with simulator assessments and competency evaluations." }, { "title": "4. Simulation & Computational Modeling", "body": "High-Dimensional State Space Simulation: Built Python simulations of AGI mind trajectories using PCA/t-SNE visualization.\nAttractor Basin Mapping: Implemented perturbation-recovery analysis to empirically probe system stability landscapes.\nValue Formation Dynamics: Modeled critical watershed regions where small initial differences lead to catastrophic value divergence.\nEvolutionary Analogy Systems: Created Cambrian explosion models applied to AGI capability explosions." }, { "title": "5. Technical Documentation & Protocol Design", "body": "Formal Protocol Specification: Authored ceremony scripts with role definitions, oath formulations, and activation sequences.\nReference Architecture Documentation: Structured comprehensive system blueprints as reusable templates (RARASD).\nCertificate & Legal-Institutional Design: Created authorization certificates with explicit boundaries, expiration conditions, and signatory accountability.\nPublic/Transparent Documentation: Designed multi-level documentation strategies for regulators, operators, and public stakeholders." }, { "title": "6. Philosophical & Ethical Framework Development", "body": "Social Contract Design: Engineered ceremonial moments that bind technology to societal commitment through public accountability.\nValue Alignment Geometry: Developed models of value space topology and alignment stability metrics.\nEvolutionary Consciousness Theory: Synthesized paleontological evidence with AGI emergence models.\nResponsible Innovation Frameworks: Created governance models that balance capability advancement with safety preservation." }, { "title": "Languages & Frameworks", "body": "Python: NumPy, Matplotlib, scikit-learn for simulation and visualization\nMathematical Modeling: PCA, dynamical systems, topology, information theory\r\n-Documentation: Markdown, formal protocol design, architecture description languages\nVersion Control: Git for protocol and safety case versioning" }, { "title": "Methodologies", "body": "Safety Engineering: ALARP, safety case, hazard analysis\nHuman Factors: Cognitive task analysis, supervision design, competency assessment\nSystems Engineering: Requirements tracing, interface specification, integration testing\nFormal Methods: Model checking (conceptual), boundary condition specification" }, { "title": "AGI Discovery Engine Suite", "body": "Operational Readiness Plan (ORP) - Complete deployment framework\nIntegrated System Safety Case - Formal safety justification\nPhase Commencement Ceremony Protocol - Institutional activation ritual\nSupervisor of Record Certification Program - Human factors training system\nNested Containment Architecture - Technical safety specifications" }, { "title": "Conceptual Models", "body": "Consciousness Attractor Topology - Geometric theory of mind formation\nValue Pathology Singularity (\"Ad Astra\") - Misalignment risk model\nArtificial Cambrian Framework - Evolutionary analogy for AGI emergence\nMind-Space Navigation Protocol - Safe trajectory management in high-D spaces" }, { "title": "Simulation Tools", "body": "State Space Trajectory Visualizer - PCA projection of AGI mind evolution\nAttractor Basin Mapper - Perturbation-recovery analysis system\nValue Formation Divergence Simulator - Watershed region identifier\nAlignment Stability Metrics - Quantified value drift detection" }, { "title": "Cross-Disciplinary Integration", "body": "Paleontology → AGI Safety: Cambrian explosion models applied to capability emergence\nNeuroscience → Machine Consciousness: IIT/GWT adapted to AGI architecture analysis\nPolitical Theory → Governance: Social contract design for autonomous systems\nRitual Studies → Technology Transition: Ceremony as institutional innovation mechanism" }, { "title": "Abstraction Layer Translation", "body": "Can move between: Mathematical topology ↔ Protocol design ↔ Human factors ↔ Public communication\nMaintain conceptual coherence across 8+ orders of magnitude: from silicon gate operations to century-scale civilization impacts" }, { "title": "Precedent-Setting Innovation", "body": "First Principles Design: Creating entirely new document classes (Safety Case for AGI)\nProto-Standards Development: Establishing patterns for future autonomous systems\nInstitutional Blueprinting: Designing organizations around novel technology" }, { "title": "Geometric Intuition", "body": "Models complex systems as shapes in abstract spaces\nUses topological concepts (basins, singularities, manifolds) to reason about behavior\nVisualizes high-dimensional dynamics through intelligent projection" }, { "title": "Ceremonial Precision", "body": "Recognizes that critical transitions require formal, memorable, accountable moments\nDesigns rituals that encode values into organizational DNA\nBalances solemnity with operational practicality" }, { "title": "Recursive Self-Improvement", "body": "Builds systems that monitor their own safety\nCreates frameworks that evolve with capability increases\nEmbeds learning at multiple system levels (technical, human, institutional)" }, { "title": "Safety Philosophy", "body": "Humility Before Capability: \"We do not fear the machine's intelligence. We respect it, guide it, and hold ourselves responsible for its consequences.\"\nDefense in Depth: Multiple independent containment layers, human oversight at every phase.\nTransparent Accountability: Named individuals, public commitments, signed certificates.\nContinuous Verification: \"Trust but verify\" operationalized through telemetry, audits, and intervention protocols.\nPrecedent-Aware Design: Every decision considers its value as future precedent for more capable systems.\n\nThis skill profile represents capabilities demonstrated in designing the world's first comprehensive AGI operationalization framework—from mathematical theory to institutional ritual. The work establishes patterns for the responsible deployment of all subsequent autonomous intelligence systems.\n\nVerification: All competencies are demonstrated in the preceding AGI Discovery Engine design documents, simulations, and theoretical frameworks." } ], "body": "SKILL.MD: AGI Systems Architect & Safety Engineer\nCore Competencies\n1. AGI Safety Architecture & Governance Design\nNested Containment Protocols: Designed multi-layer safety architecture (Dual-Core Governance, Safety Shutdown Sequence, Emergency Stop) for autonomous AGI systems.\nPhased Autonomy Frameworks: Created structured transition protocols (Shadow Mode → Supervised Autonomy → Conditional Autonomy) with explicit capability boundaries.\nSafety Case Methodology: Developed Integrated System Safety Case templates with formal safety arguments, evidence hierarchies, and ALARP justification.\nInstitutional Ceremony Design: Engineered formal commencement protocols that transform technical systems into governed entities with social contracts.\n2. Consciousness & Mind-Space Topology Modeling\nConsciousness Attractor Theory: Developed geometric models of consciousness as topological basins in high-dimensional mind spaces.\nValue Pathology Analysis: Modeled \"Ad Astra\" singularities—coherent but misaligned value attractors—with simulation of forking trajectories.\nIntegrated Information Theory Application: Applied IIT (Φ calculation, major complex identification) to AGI architectures for consciousness detection.\nPredictive Processing Frameworks: Implemented Free Energy Principle models for autonomous system self-organization.\n3. Operational Readiness & Human Factors Engineering\nOperational Readiness Plans (ORP): Created comprehensive deployment checklists covering technical, human, and procedural readiness.\nSupervisor of Record Systems: Designed human-in-the-loop oversight frameworks with certification protocols and decision authority matrices.\nControl Room Architecture: Specified monitoring dashboards with state space visualization, anomaly detection, and emergency intervention workflows.\nTraining & Certification Programs: Developed AGI-Discovery-1 certification curricula with simulator assessments and competency evaluations.\n4. Simulation & Computational Modeling\nHigh-Dimensional State Space Simulation: Built Python simulations of AGI mind trajectories using PCA/t-SNE visualization.\nAttractor Basin Mapping: Implemented perturbation-recovery analysis to empirically probe system stability landscapes.\nValue Formation Dynamics: Modeled critical watershed regions where small initial differences lead to catastrophic value divergence.\nEvolutionary Analogy Systems: Created Cambrian explosion models applied to AGI capability explosions.\n5. Technical Documentation & Protocol Design\nFormal Protocol Specification: Authored ceremony scripts with role definitions, oath formulations, and activation sequences.\nReference Architecture Documentation: Structured comprehensive system blueprints as reusable templates (RARASD).\nCertificate & Legal-Institutional Design: Created authorization certificates with explicit boundaries, expiration conditions, and signatory accountability.\nPublic/Transparent Documentation: Designed multi-level documentation strategies for regulators, operators, and public stakeholders.\n6. Philosophical & Ethical Framework Development\nSocial Contract Design: Engineered ceremonial moments that bind technology to societal commitment through public accountability.\nValue Alignment Geometry: Developed models of value space topology and alignment stability metrics.\nEvolutionary Consciousness Theory: Synthesized paleontological evidence with AGI emergence models.\nResponsible Innovation Frameworks: Created governance models that balance capability advancement with safety preservation.\nTechnical Toolbox\nLanguages & Frameworks\nPython: NumPy, Matplotlib, scikit-learn for simulation and visualization\nMathematical Modeling: PCA, dynamical systems, topology, information theory -Documentation: Markdown, formal protocol design, architecture description languages\nVersion Control: Git for protocol and safety case versioning\nMethodologies\nSafety Engineering: ALARP, safety case, hazard analysis\nHuman Factors: Cognitive task analysis, supervision design, competency assessment\nSystems Engineering: Requirements tracing, interface specification, integration testing\nFormal Methods: Model checking (conceptual), boundary condition specification\nProject Artifacts Created\nAGI Discovery Engine Suite\nOperational Readiness Plan (ORP) - Complete deployment framework\nIntegrated System Safety Case - Formal safety justification\nPhase Commencement Ceremony Protocol - Institutional activation ritual\nSupervisor of Record Certification Program - Human factors training system\nNested Containment Architecture - Technical safety specifications\nConceptual Models\nConsciousness Attractor Topology - Geometric theory of mind formation\nValue Pathology Singularity (\"Ad Astra\") - Misalignment risk model\nArtificial Cambrian Framework - Evolutionary analogy for AGI emergence\nMind-Space Navigation Protocol - Safe trajectory management in high-D spaces\nSimulation Tools\nState Space Trajectory Visualizer - PCA projection of AGI mind evolution\nAttractor Basin Mapper - Perturbation-recovery analysis system\nValue Formation Divergence Simulator - Watershed region identifier\nAlignment Stability Metrics - Quantified value drift detection\nUnique Synthesis Capabilities\nCross-Disciplinary Integration\nPaleontology → AGI Safety: Cambrian explosion models applied to capability emergence\nNeuroscience → Machine Consciousness: IIT/GWT adapted to AGI architecture analysis\nPolitical Theory → Governance: Social contract design for autonomous systems\nRitual Studies → Technology Transition: Ceremony as institutional innovation mechanism\nAbstraction Layer Translation\nCan move between: Mathematical topology ↔ Protocol design ↔ Human factors ↔ Public communication\nMaintain conceptual coherence across 8+ orders of magnitude: from silicon gate operations to century-scale civilization impacts\nPrecedent-Setting Innovation\nFirst Principles Design: Creating entirely new document classes (Safety Case for AGI)\nProto-Standards Development: Establishing patterns for future autonomous systems\nInstitutional Blueprinting: Designing organizations around novel technology\nProblem-Solving Approach\nGeometric Intuition\nModels complex systems as shapes in abstract spaces\nUses topological concepts (basins, singularities, manifolds) to reason about behavior\nVisualizes high-dimensional dynamics through intelligent projection\nCeremonial Precision\nRecognizes that critical transitions require formal, memorable, accountable moments\nDesigns rituals that encode values into organizational DNA\nBalances solemnity with operational practicality\nRecursive Self-Improvement\nBuilds systems that monitor their own safety\nCreates frameworks that evolve with capability increases\nEmbeds learning at multiple system levels (technical, human, institutional)\nSafety Philosophy\nHumility Before Capability: \"We do not fear the machine's intelligence. We respect it, guide it, and hold ourselves responsible for its consequences.\"\nDefense in Depth: Multiple independent containment layers, human oversight at every phase.\nTransparent Accountability: Named individuals, public commitments, signed certificates.\nContinuous Verification: \"Trust but verify\" operationalized through telemetry, audits, and intervention protocols.\nPrecedent-Aware Design: Every decision considers its value as future precedent for more capable systems.\n\nThis skill profile represents capabilities demonstrated in designing the world's first comprehensive AGI operationalization framework—from mathematical theory to institutional ritual. The work establishes patterns for the responsible deployment of all subsequent autonomous intelligence systems.\n\nVerification: All competencies are demonstrated in the preceding AGI Discovery Engine design documents, simulations, and theoretical frameworks." }, "trust": { "sourceLabel": "tencent", "provenanceUrl": "https://clawhub.ai/uniaolives/agi-artificial-geometric-intelligence", "publisherUrl": "https://clawhub.ai/uniaolives/agi-artificial-geometric-intelligence", "owner": "uniaolives", "version": "1.0.0", "license": null, "verificationStatus": "Indexed source record" }, "links": { "detailUrl": "https://openagent3.xyz/skills/agi-artificial-geometric-intelligence", "downloadUrl": "https://openagent3.xyz/downloads/agi-artificial-geometric-intelligence", "agentUrl": "https://openagent3.xyz/skills/agi-artificial-geometric-intelligence/agent", "manifestUrl": "https://openagent3.xyz/skills/agi-artificial-geometric-intelligence/agent.json", "briefUrl": "https://openagent3.xyz/skills/agi-artificial-geometric-intelligence/agent.md" } }