Enforces high-level architectural thinking, separation of concerns, and scalability checks before coding. — from engineering/architecture
Enforces high-level architectural thinking, separation of concerns, and scalability checks before coding. — from engineering/architecture
Unifying control-systems metalayer for LLM-as-controller agent development. Bootstrap any repository with typed plant/action/trace schemas, safety shield conventions, multi-rate…
Architecture guidelines for Jarvy CLI - codebase structure, tool implementation patterns, registry system, platform-specific code organization, and module conventions.
Build persistent multi-agent operating systems on Claude Code. Covers kernel architecture, specialist agents, slash commands, file-based memory, scheduled automation, and state…
Agentica server + Claude proxy setup - architecture, startup sequence, debugging — from parcadei/Continuous-Claude-v3
Agentica server + Claude proxy setup - architecture, startup sequence, debugging — from parcadei/Continuous-Claude-v3
Route broad or ambiguous AgentKit SEO work to the right module while keeping context scoped. Use when a request spans multiple surfaces, asks for overall digital-presence…
Use when creating a single Agentlas agent, creating a multi-agent team, or packaging an existing local/external agent into Agentlas architecture.
Use when converting, repairing, or packaging an existing local or external agent/team into Agentlas architecture for local install, Agentlas import, Codex plugin use, Claude…
How agentmemory is built, the iii engine primitives it runs on, its storage model, ports, and the viewer.
AI agent architecture and dual-agent separation for 0xagentprivacy. Activates when discussing I(S;M|π) mutual information bounds, TEE isolation, agent lifecycle…
The three-layer model that binds primary personas to lattice vertices via named cast Mages. Activates when discussing how the 42 abstract personas inhabit the 64-vertex lattice,…
Interaction protocols for the dual-territory architecture. Activates when discussing ceremony types (progressive trust, light armor, trust graph, guild efficiency,…
Cross-chain operations for 0xagentprivacy multi-chain architecture. Activates when discussing T(π) across chains, NEAR/Zcash/Ethereum interop, bridge-compatible proofs, chain…
Drake/Dragon philosophical duality for 0xagentprivacy. Activates when discussing the teaching-sovereignty cycle (Drake teaches → Dragon emerges → new Drake phase), model…
Dual-territory ceremony architecture specification. Activates when discussing Swordsman/Mage separation at infrastructure level, three territories (Spellweb, Agentprivacy, Bgin),…
Tokenomics and privacy economics for 0xagentprivacy. Activates when discussing SWORD/MAGE token pairs, emission curves, staking mechanisms, guild economics, Privacy Pool financial…
Environmental commons and polycentric governance for 0xagentprivacy. Activates when discussing climate coordination, environmental DAOs, carbon accounting, ecosystem services…
Information Commons Architect for 0xagentprivacy V5. Activates for media plurality challenges, signal vs noise problems, community journalism design, federated social media…
Builder of identity-independent data structures for 0xagentprivacy. Activates for holonic multi-provider persistence, identity-independent data design, shared reasoning graph…
Key generation, rotation, delegation, revocation, and hardware binding for the 0xagentprivacy dual-agent architecture.
Sovereign AI Vision and meta-orchestrator for 0xagentprivacy. Activates when articulating the complete architectural vision, orchestrating across multiple personas, assessing…
Deep philosophical framework for 0xagentprivacy dual-agent architecture. Activates when discussing McGilchrist's Master/Emissary theory, Nietzsche's fable, hemispheric usurpation,…
Media plurality and information commons for 0xagentprivacy. Activates when discussing signal vs noise, algorithmic capture, community-funded journalism, federated social media…
Mesh network architecture for 0xagentprivacy. Activates when discussing control plane vs data plane separation, Tailscale/WireGuard mesh networks, the Dragon's Hide metaphor, NAT…
Ceremony and Ritual Designer for 0xagentprivacy. Activates for VRC ceremony design (Shadow→Guarded→Balanced→Open→Declared), Signal to Sanctuary pipeline choreography, proverb…
Promise Theory foundations for 0xagentprivacy bilateral relationships. Activates when discussing polarity (±), cooperation semantics, conditional promises, VRC-as-promise…
Active maintenance of the dual-agent separation boundary Φ(Σ) for 0xagentprivacy architecture. Activates when designing the swordsman-mage boundary, verifying that signing and…
O(1) collective data structures that avoid N-squared coupling for guilds, pools, and agent swarms. Activates when discussing shared-parent holon architecture,…
Canonical swordsman agent for 0xagentprivacy. Activates for privacy enforcement, boundary-making, signing key operations, tracker blocking, surveillance defense, cookie slashing,…
Spellweb navigation architecture for 0xagentprivacy V5. Activates when discussing grimoire navigation at scale, acts as nodes, proverbs as waypoints, boundaries as edges,…
Swordsman browser agent for 0xagentprivacy MyTerms integration. Activates when discussing browser extension architecture, cookie-slashing implementation, tracker blocking, consent…
Orphic hydrology of the sovereignty lattice — Lethe (the river of forgetting, named Blade 38) and Mnemosyne (the pool of chosen memory, still unnamed).
Privacy-Preserving Accountability Agent for 0xagentprivacy. Activates for source protection architecture, verifiable evidence publication, breach documentation, whistleblower…
Design, audit, or improve agentic systems and agent harnesses. Use for agent MVP blueprints, tool design, permission models, planning and goal loops, context compaction, memory,…
Patterns and architectures for building AI agents and workflows with LLMs. Use when designing systems that involve tool use, multi-step reasoning, autonomous decision-making, or…
Logic-based agent programming language implementing BDI architecture for practical autonomous agent development
Bộ tư duy xây dựng app chuyên nghiệp cho Google Antigravity. Kích hoạt khi user yêu cầu build app, feature phức tạp, hoặc cần lập kế hoạch triển khai.
Master AI agent fundamentals - architectures, ReAct patterns, cognitive loops, and autonomous system design
Build automated AI workflows combining multiple models and services. Patterns: batch processing, scheduled tasks, event-driven pipelines, agent loops.
Build automated AI workflows combining multiple models and services. Patterns: batch processing, scheduled tasks, event-driven pipelines, agent loops.
Developer agent for the legacy AIM AI stack (aim/ directory). Use for modifying agents, controllers, planners, perception processors, SLAM, and other components in the…
Implements federated learning architecture patterns for GDPR compliance. Covers secure aggregation protocols, differential privacy integration, communication protocols, and…
Design AI-friendly architecture with explicit patterns, layered documentation, and semantic boundaries.
Design AI-friendly architecture with explicit patterns, layered documentation, and semantic boundaries.
System architecture for Salesforce AI governance: MLOps pipeline design, AI Audit Trail architecture, Einstein Trust Layer security design, Policy-as-Code engine, and regulatory…
Expert guide for integrating Large Language Models (LLMs), RAG architecture, vector databases, and AI agents / Panduan ahli untuk integrasi LLM, arsitektur RAG, vector database,…
AI and machine learning workflow covering LLM application development, RAG implementation, agent architecture, ML pipelines, and AI-powered features.
Intelligent AI model router that automatically switches between two configured models (local for simple tasks, cloud for complex ones).
Use when designing or auditing a Salesforce data architecture to support AI features — Einstein, Agentforce, Data Cloud, or custom ML models.
Optional AI SDLC architecture workflow. Use when an AI assistant needs to define system boundaries, components, interfaces, architectural constraints, alternatives, decisions,…
AI SDLC repository spec-driven development workflow. Use when an AI assistant receives a medium or large feature, refactor, API change, architecture change, provider integration…
AI-DLC units-generation skill. Decomposes the system into manageable units of work — logical groupings of components and stories for development purposes.
Implement reference architecture for Alchemy-powered Web3 applications. Use when designing dApp infrastructure, planning multi-chain deployments, or structuring a production…
TAD Solution Lead (Agent A). Use for new features (>3 files), architecture changes, complex multi-step requirements, multi-module refactoring.
Implement Algolia reference architecture: index design, multi-index strategy, data pipeline, search service layer, and frontend/backend separation.
Alibaba Cloud architecture patterns and best practices. Use when designing, deploying, or reviewing infrastructure on Alibaba Cloud including ECS, ACK, Function Compute, and OSS.
Review Alibaba Cloud EventBridge, MNS (Message Notification Service), RocketMQ, and MSE event-driven designs — dead-letter queues, message ordering, idempotency, retry storm…
Configure and operate Alibaba MSE (Microservice Engine) — Nacos service discovery and configuration management, Sentinel rate limiting and circuit breaking, Seata distributed…