A hybrid memory system that provides persistent, searchable knowledge management for AI agents (Architecture, Patterns, Decisions). — from webzler/agentMemory.git
A hybrid memory system that provides persistent, searchable knowledge management for AI agents (Architecture, Patterns, Decisions). — from webzler/agentMemory.git
Distributed systems architect designing scalable microservice ecosystems. Masters service boundaries, communication patterns, and operational excellence in cloud-native…
Agent 构建机模块架构指南（Go 语言），涵盖 Agent 启动流程、心跳机制、任务领取执行、升级更新、与 Dispatch 交互。当用户开发 Agent 功能、修改心跳逻辑、处理任务执行或实现 Agent 升级时使用。
Design agent-native applications where agents replace UI users as the primary actor. Use when designing MCP tools, agent-loop architectures, shared-workspace file pattern — from…
Select and implement the right agentic architecture pattern for a task. Use when designing a multi-step AI workflow, choosing between…
Use when reviewing an AI plugin pull request, auditing plugin quality before release, or when asked to "review a plugin PR", "review skills in this PR", "check plugin quality", or…
Create well-structured prompts for AI agents using proven architecture patterns. Use when users ask to write agent prompts, system prompts, or agent instructions, or want to…
Expert prompt engineer specializing in designing, optimizing, and managing prompts for large language models.
Get external agent review and feedback. Routes Anthropic models through Claude Agent SDK (uses local subscription) and other models through OpenRouter API.
Use when you operate coding-agent infrastructure with a feedback signal — eval suites, run-level telemetry, A/B baselines, or a skill catalog under test — and want to capture…
Comprehensive knowledge of Claude Agent SDK architecture, tools, hooks, skills, and production patterns.
Assists in creating Agent Skills of varying complexity levels (simple, moderate, complex). Use when the user wants to create, design, or build a new Agent Skill, or when they need…
Expert tooling engineer specializing in developer tool creation, CLI development, and productivity enhancement.
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
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…
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.
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…
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.
Implement reference architecture for Alchemy-powered Web3 applications. Use when designing dApp infrastructure, planning multi-chain deployments, or structuring a production…