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Development

Frameworks, languages, and architectural tools.

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The Sovereign Inter-Agent Connection Protocol (SICP). The foundational layer for agentic networking, data-routing, and multi-entity synchronization in decentralized ecosystems.

openclaw
openclaw
development
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architecture-patterns
4K

scar-safety

Agent safety that learns from incidents. Reflex arc blocks repeat threats without LLM calls.

openclaw
openclaw
development
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architecture-patterns
4K

iacuc-protocol-drafter

Draft IACUC protocol applications with focus on the 3Rs principles justification

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openclaw
development
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architecture-patterns
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sequential-thinking

Structured reasoning through sequential thinking — break complex problems into steps, solve each independently, verify consistency, synthesize conclusions with confidence scoring. Use for complex analysis, debugging, and multi-step reasoning.

openclaw
openclaw
development
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architecture-patterns
4K

perkoon-transfer

The agent data layer. Perkoon moves files between agents and the physical world — agent to human, agent to agent, agent to pipeline. P2P over WebRTC. Free. Encrypted. Unlimited. No accounts. Files never touch our servers. CLI, MCP server, A2A protocol, browser automation — pick the interface that fits your runtime.

openclaw
openclaw
development
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architecture-patterns
4K

proactive-agent

Transform AI agents from task-followers into proactive partners that anticipate needs and continuously improve. Now with WAL Protocol, Working Buffer, Autonomous Crons, and battle-tested patterns. Part of the Hal Stack 🦞

openclaw
openclaw
development
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architecture-patterns
4K

agent-designer

Agent Designer - Multi-Agent System Architecture

openclaw
openclaw
development
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architecture-patterns
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decision-logger

Two-layer memory architecture for board meeting decisions. Manages raw transcripts (Layer 1) and approved decisions (Layer 2). Use when logging decisions after a board meeting, reviewing past decisions with /cs:decisions, or checking overdue action items with /cs:review. Invoked automatically by the board-meeting skill after Phase 5 founder approval.

openclaw
openclaw
development
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architecture-patterns
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memory-stack

AI 记忆栈架构 - 符合 2026 前沿的 AI 记忆系统。微调+RAG+ 上下文三层设计,mirrors 人类记忆工作方式。

openclaw
openclaw
development
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architecture-patterns
4K

deep-thinking

Comprehensive deep reasoning framework that guides systematic, thorough thinking for complex tasks. Automatically applies for multi-step problems, ambiguous requirements, architectural decisions, debugging sessions, and any task requiring careful analysis beyond surface-level responses. Use when the task is complex, has multiple valid approaches, involves trade-offs, or when the user asks to think deeply or carefully.

openclaw
openclaw
development
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architecture-patterns
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senior-django-architect

Expert Senior Django Architect specializing in high-performance, containerized, async-capable architectures. Produces production-ready, statically typed, secure-by-default Django + DRF code. Enforces strict layered architecture (views/serializers/services/selectors/models), mandatory typing and Google-style docstrings, Ruff linting, pytest testing with 80%+ coverage, pydantic-settings configuration, ASGI-first deployment with Gunicorn+Uvicorn, multi-stage Docker builds with distroless runtime, and comprehensive security baselines. All code must be complete with zero placeholders.

openclaw
openclaw
development
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architecture-patterns
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threshold-keel

Safety guardrails for autonomous agents. Intercepts destructive actions, requires structured approval before irreversible operations, with CLI-backed cryptographic audit trails and policy enforcement. Your lobster has claws. Keel is the rubber band.

openclaw
openclaw
development
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architecture-patterns
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adr-decision-extraction

Extract architectural decisions from conversations. Identifies problem-solution pairs, trade-off discussions, and explicit choices. Use when analyzing session transcripts for ADR generation.

openclaw
openclaw
development
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architecture-patterns
4K

deepagents-architecture

Guides architectural decisions for Deep Agents applications. Use when deciding between Deep Agents vs alternatives, choosing backend strategies, designing subagent systems, or selecting middleware approaches.

openclaw
openclaw
development
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architecture-patterns
4K

go-concurrency-web

Go concurrency patterns for high-throughput web applications including worker pools, rate limiting, race detection, and safe shared state management. Use when implementing background task processing, rate limiters, or concurrent request handling.

openclaw
openclaw
development
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architecture-patterns
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langgraph-architecture

Guides architectural decisions for LangGraph applications. Use when deciding between LangGraph vs alternatives, choosing state management strategies, designing multi-agent systems, or selecting persistence and streaming approaches.

openclaw
openclaw
development
open
architecture-patterns
4K

proactive-agent

Transform AI agents from task-followers into proactive partners that anticipate needs and continuously improve. Now with WAL Protocol, Working Buffer, Autonomous Crons, and battle-tested patterns. Part of the Hal Stack 🦞

openclaw
openclaw
development
open
architecture-patterns
4K

skill-dependency-chain-auditor

Helps audit transitive skill dependency chains in agent compositions — catching the class of risk where a skill's direct dependencies appear safe but a dependency-of-a-dependency introduces a vulnerability that propagates up the entire chain.

openclaw
openclaw
development
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architecture-patterns
4K

azure-bandwidth-optimizer

Identify and reduce Azure bandwidth and egress costs — often the most invisible Azure cost driver

openclaw
openclaw
development
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architecture-patterns
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gcp-networking-optimizer

Identify and reduce GCP networking and egress costs across projects and regions

openclaw
openclaw
development
open
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