GABBE

In the author's own words, from each skill's SKILL.md — showing the first 30 of 214 files.

• a2ui-protocols

  Design and enforce Agent-to-UI communication protocols. Use when: design agent ui protocol, implement a2ui, build genui.

  plugins/gabbe-ai/skills/a2ui-protocols/SKILL.md on GitHub (opens in a new tab)

• actor-agent-frameworks

  Implement and manage Actor and Agent Frameworks (e.g. LangGraph). Use when: setup langgraph, implement actor framework, configure agent framework.

  plugins/gabbe-ai/skills/actor-agent-frameworks/SKILL.md on GitHub (opens in a new tab)

• agent-communication

  Establish Agent-to-Agent (A2A) communication channels and topologies. Use when: setup swarm communication, implement a2a protocol, connect agents using mcp, design gossip protocol.

  plugins/gabbe-ai/skills/agent-communication/SKILL.md on GitHub (opens in a new tab)

• agent-ui

  Build specialized user interfaces for interacting with Agents. Use when: build agent ui, create tracing dashboard, implement agent front-end.

  plugins/gabbe-ai/skills/agent-ui/SKILL.md on GitHub (opens in a new tab)

• autonomous-swarm-patterns

  Implement self-organizing autonomous swarm architectures. Use when: implement swarm, deploy autonomous agents, setup swarm consensus.

  plugins/gabbe-ai/skills/autonomous-swarm-patterns/SKILL.md on GitHub (opens in a new tab)

• beyond-llms

  Implement advanced neuro-symbolic and genetic algorithm techniques. Use when: implement active inference, add neuro-symbolic logic, optimize using genetic algorithms.

  plugins/gabbe-ai/skills/beyond-llms/SKILL.md on GitHub (opens in a new tab)

• context-engineering

  Engineer what enters the model's context window for reliability and cost using Write, Select, Compress, and Isolate. Use when: context engineering, context window budget, context rot, prompt caching, just-in-time retrieval, context compaction, sub-agent context isolation, tool output distillation.

  plugins/gabbe-ai/skills/context-engineering/SKILL.md on GitHub (opens in a new tab)

• llm-as-judge

  Score open-ended LLM/agent outputs with another LLM as evaluator while controlling for known judge biases. Use when: score open-ended output, llm as judge, evaluation rubric, pairwise comparison eval, judge bias mitigation, calibrate judge against humans.

  plugins/gabbe-ai/skills/llm-as-judge/SKILL.md on GitHub (opens in a new tab)

• multi-agent-systems

  Orchestrate Multi-Agent System (MAS) architectures. Use when: design mas, setup multi-agent, orchestrate agents.

  plugins/gabbe-ai/skills/multi-agent-systems/SKILL.md on GitHub (opens in a new tab)

• rag-evaluation

  Evaluate retrieval-augmented-generation pipelines with reference-free metrics to detect silent retrieval and grounding failures. Use when: evaluate rag pipeline, measure faithfulness, context precision recall, detect rag hallucination, reference-free rag metrics, score retrieval quality.

  plugins/gabbe-ai/skills/rag-evaluation/SKILL.md on GitHub (opens in a new tab)

• reasoning-patterns

  Select and apply test-time reasoning techniques (chain-of-thought, self-consistency, tree-of-thoughts, least-to-most, step-back, ReAct, reflexion) by cost, latency, and problem shape. Use when: chain of thought, self-consistency, tree of thoughts, least to most, step-back prompting, test-time compute, when to use reasoning, process reward scoring.

  plugins/gabbe-ai/skills/reasoning-patterns/SKILL.md on GitHub (opens in a new tab)

• adaptive-architecture

  Design systems that evolve and work offline (Local-First, WASM, CRDTs). Use when: local-first, offline-first, crdt, automerge, yjs, wasm, webassembly, edge ai, resiliency.

  plugins/gabbe-architecture/skills/adaptive-architecture/SKILL.md on GitHub (opens in a new tab)

• api-standards

  Enforce REST/GraphQL API design and governance standards. Use when: design api, review api standards, enforce api governance.

  plugins/gabbe-architecture/skills/api-standards/SKILL.md on GitHub (opens in a new tab)

• arch-debt

  Identify architectural anti-patterns — coupling, circular dependencies, God objects — and propose concrete migration paths. Use when: architecture debt, coupling, God object, Big Ball of Mud, circular dependency, spaghetti, modularize, arch debt.

  plugins/gabbe-architecture/skills/arch-debt/SKILL.md on GitHub (opens in a new tab)

• arch-patterns

  Recommends and analyzes system architecture patterns (Microservices, EDA, Serverless, etc.) based on requirements. Use when: architecture, system design, scalability, microservices, event-driven, serverless.

  plugins/gabbe-architecture/skills/arch-patterns/SKILL.md on GitHub (opens in a new tab)

• architecture-governance

  Automated fitness functions (ArchUnit) to prevent architectural drift. Use when: architecture governance.

  plugins/gabbe-architecture/skills/architecture-governance/SKILL.md on GitHub (opens in a new tab)

• attribute-driven-design

  Drive architecture from quality-attribute scenarios using the iterative ADD 3.0 method, producing a reviewable design workbook. Use when: run attribute-driven design, design from quality attribute scenarios, add 3.0 design round, decompose architecture element, choose tactics and patterns, build an add workbook.

  plugins/gabbe-architecture/skills/attribute-driven-design/SKILL.md on GitHub (opens in a new tab)

• blockchain-dlt

  Architect and audit Distributed Ledger/Blockchain systems and Smart Contracts. Use when: design blockchain, write smart contract, dlt architecture, web3 integration, ethereum, solidity, ledger.

  plugins/gabbe-architecture/skills/blockchain-dlt/SKILL.md on GitHub (opens in a new tab)

• compatibility-design

  Manage breaking changes, migrations, and API evolution. Use when: compatibility, migration, versioning, breaking change, deprecation, legacy support, expand contract.

  plugins/gabbe-architecture/skills/compatibility-design/SKILL.md on GitHub (opens in a new tab)

• critical-systems-arch

  Design architecture for safety-critical and high-reliability systems. Use when: design critical system, architect safety-critical application, enforce high reliability.

  plugins/gabbe-architecture/skills/critical-systems-arch/SKILL.md on GitHub (opens in a new tab)

• design-patterns

  Identifies, implements, and refactors code using standard Design Patterns (GoF + Modern). Use when: design pattern, refactor pattern, strategy pattern, observer pattern, factory pattern, singleton.

  plugins/gabbe-architecture/skills/design-patterns/SKILL.md on GitHub (opens in a new tab)

• diagramming

  Choose and create the right diagram type (UML, C4, ER, BPMN, domain) in standard notation; Mermaid-compatible output. Use when: create diagram, draw diagram, which diagram, diagram this, visualize, sequence diagram, class diagram, flowchart, architecture diagram, ER diagram, state diagram, activity diagram, context diagram, swimlane.

  plugins/gabbe-architecture/skills/diagramming/SKILL.md on GitHub (opens in a new tab)

• domain-model

  Create or review a domain model — bounded contexts, entities, value objects, aggregates, domain events, relationships. Use when: domain model, bounded context, ubiquitous language, context map, domain design, domain analysis, domain events, aggregate, entities, DDD analysis.

  plugins/gabbe-architecture/skills/domain-model/SKILL.md on GitHub (opens in a new tab)

• enterprise-migration-scenario

  Plan and execute complex enterprise-scale legacy migrations. Use when: plan enterprise migration, migrate legacy to microservices, architect system migration.

  plugins/gabbe-architecture/skills/enterprise-migration-scenario/SKILL.md on GitHub (opens in a new tab)

• enterprise-patterns

  Implement robust Enterprise Architecture Patterns. Use when: implement enterprise pattern, add circuit breaker, design saga pattern.

  plugins/gabbe-architecture/skills/enterprise-patterns/SKILL.md on GitHub (opens in a new tab)

• error-handling-strategy

  Centralized error handling (RFC 7807), circuit breakers, and user-facing fallbacks. Use when: error handling strategy.

  plugins/gabbe-architecture/skills/error-handling-strategy/SKILL.md on GitHub (opens in a new tab)

• event-driven-architecture

  Design and implement Event-Driven and Async Architectures. Use when: design event-driven system, implement eda, setup message broker topology.

  plugins/gabbe-architecture/skills/event-driven-architecture/SKILL.md on GitHub (opens in a new tab)

• event-governance

  Schema Registry enforcement (Avro/JSON), CloudEvents standard, and Event Evolution rules. Use when: event governance.

  plugins/gabbe-architecture/skills/event-governance/SKILL.md on GitHub (opens in a new tab)

• fitness-functions

  Define objective, measurable tests for architectural characteristics and wire them into CI as automated, continuous architecture governance. Use when: write architecture fitness functions, measure architectural characteristics, enforce layering rules in ci, set a latency budget test, atomic vs holistic fitness function, catch architectural drift automatically.

  plugins/gabbe-architecture/skills/fitness-functions/SKILL.md on GitHub (opens in a new tab)

• graphql-schema

  Schema design, federation, and resolution strategies. Use when: graphql schema.

  plugins/gabbe-architecture/skills/graphql-schema/SKILL.md on GitHub (opens in a new tab)

No skill matches that filter.

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