50 instruction files for AI agents, collected from andreibesleaga/gabbe. Install any of them at an exact version with mdr add andreibesleaga/gabbe/<name>.
AGENTS.md AGENTS.md file
andreibesleaga/gabbe · AGENTS.md
git:20261029.5ebfbf5 · audit A · 23 stars
git:20261029.ce4317a · audit A · 23 stars
llms.txt llms.txt file
andreibesleaga/gabbe · llms.txt
git:20261029.d5d23d8 · audit C · 23 stars
a2ui-protocols SKILL.md skill
andreibesleaga/gabbe · plugins/gabbe-ai/skills/a2ui-protocols/SKILL.md · Design and enforce Agent-to-UI communication protocols. Use when: design agent ui protocol, implement a2ui, build genui.
git:20261014.de0823c · audit A · 23 stars
actor-agent-frameworks SKILL.md skill
andreibesleaga/gabbe · plugins/gabbe-ai/skills/actor-agent-frameworks/SKILL.md · Implement and manage Actor and Agent Frameworks (e.g. LangGraph). Use when: setup langgraph, implement actor framework…
git:20261014.de0823c · audit A · 23 stars
agent-communication SKILL.md skill
andreibesleaga/gabbe · plugins/gabbe-ai/skills/agent-communication/SKILL.md · Establish Agent-to-Agent (A2A) communication channels and topologies. Use when: setup swarm communication, implement…
git:20261014.de0823c · audit A · 23 stars
agent-ui SKILL.md skill
andreibesleaga/gabbe · plugins/gabbe-ai/skills/agent-ui/SKILL.md · Build specialized user interfaces for interacting with Agents. Use when: build agent ui, create tracing dashboard…
git:20261014.de0823c · audit A · 23 stars
autonomous-swarm-patterns SKILL.md skill
andreibesleaga/gabbe · plugins/gabbe-ai/skills/autonomous-swarm-patterns/SKILL.md · Implement self-organizing autonomous swarm architectures. Use when: implement swarm, deploy autonomous agents, setup…
git:20261014.de0823c · audit A · 23 stars
beyond-llms SKILL.md skill
andreibesleaga/gabbe · plugins/gabbe-ai/skills/beyond-llms/SKILL.md · Implement advanced neuro-symbolic and genetic algorithm techniques. Use when: implement active inference, add…
git:20261014.de0823c · audit A · 23 stars
context-engineering SKILL.md skill
andreibesleaga/gabbe · plugins/gabbe-ai/skills/context-engineering/SKILL.md · Engineer what enters the model's context window for reliability and cost using Write, Select, Compress, and Isolate…
git:20261014.de0823c · audit A · 23 stars
llm-as-judge SKILL.md skill
andreibesleaga/gabbe · plugins/gabbe-ai/skills/llm-as-judge/SKILL.md · Score open-ended LLM/agent outputs with another LLM as evaluator while controlling for known judge biases. Use when…
git:20261014.de0823c · audit A · 23 stars
multi-agent-systems SKILL.md skill
andreibesleaga/gabbe · plugins/gabbe-ai/skills/multi-agent-systems/SKILL.md · Orchestrate Multi-Agent System (MAS) architectures. Use when: design mas, setup multi-agent, orchestrate agents.
git:20261014.de0823c · audit A · 23 stars
rag-evaluation SKILL.md skill
andreibesleaga/gabbe · plugins/gabbe-ai/skills/rag-evaluation/SKILL.md · Evaluate retrieval-augmented-generation pipelines with reference-free metrics to detect silent retrieval and grounding…
git:20261014.de0823c · audit A · 23 stars
reasoning-patterns SKILL.md skill
andreibesleaga/gabbe · plugins/gabbe-ai/skills/reasoning-patterns/SKILL.md · Select and apply test-time reasoning techniques (chain-of-thought, self-consistency, tree-of-thoughts, least-to-most…
git:20261014.de0823c · audit A · 23 stars
adaptive-architecture SKILL.md skill
andreibesleaga/gabbe · plugins/gabbe-architecture/skills/adaptive-architecture/SKILL.md · Design systems that evolve and work offline (Local-First, WASM, CRDTs). Use when: local-first, offline-first, crdt…
git:20261014.de0823c · audit A · 23 stars
api-standards SKILL.md skill
andreibesleaga/gabbe · plugins/gabbe-architecture/skills/api-standards/SKILL.md · Enforce REST/GraphQL API design and governance standards. Use when: design api, review api standards, enforce api…
git:20261014.de0823c · audit A · 23 stars
arch-debt SKILL.md skill
andreibesleaga/gabbe · plugins/gabbe-architecture/skills/arch-debt/SKILL.md · Identify architectural anti-patterns — coupling, circular dependencies, God objects — and propose concrete migration…
git:20261014.de0823c · audit A · 23 stars
arch-patterns SKILL.md skill
andreibesleaga/gabbe · plugins/gabbe-architecture/skills/arch-patterns/SKILL.md · Recommends and analyzes system architecture patterns (Microservices, EDA, Serverless, etc.) based on requirements. Use…
git:20261014.de0823c · audit A · 23 stars
architecture-governance SKILL.md skill
andreibesleaga/gabbe · plugins/gabbe-architecture/skills/architecture-governance/SKILL.md · Automated fitness functions (ArchUnit) to prevent architectural drift. Use when: architecture governance.
git:20261014.de0823c · audit A · 23 stars
attribute-driven-design SKILL.md skill
andreibesleaga/gabbe · plugins/gabbe-architecture/skills/attribute-driven-design/SKILL.md · Drive architecture from quality-attribute scenarios using the iterative ADD 3.0 method, producing a reviewable design…
git:20261014.de0823c · audit A · 23 stars
blockchain-dlt SKILL.md skill
andreibesleaga/gabbe · plugins/gabbe-architecture/skills/blockchain-dlt/SKILL.md · Architect and audit Distributed Ledger/Blockchain systems and Smart Contracts. Use when: design blockchain, write smart…
git:20261014.de0823c · audit A · 23 stars
compatibility-design SKILL.md skill
andreibesleaga/gabbe · plugins/gabbe-architecture/skills/compatibility-design/SKILL.md · Manage breaking changes, migrations, and API evolution. Use when: compatibility, migration, versioning, breaking…
git:20261014.de0823c · audit A · 23 stars
critical-systems-arch SKILL.md skill
andreibesleaga/gabbe · plugins/gabbe-architecture/skills/critical-systems-arch/SKILL.md · Design architecture for safety-critical and high-reliability systems. Use when: design critical system, architect…
git:20261014.de0823c · audit A · 23 stars
design-patterns SKILL.md skill
andreibesleaga/gabbe · plugins/gabbe-architecture/skills/design-patterns/SKILL.md · Identifies, implements, and refactors code using standard Design Patterns (GoF + Modern). Use when: design pattern…
git:20261014.de0823c · audit A · 23 stars
diagramming SKILL.md skill
andreibesleaga/gabbe · plugins/gabbe-architecture/skills/diagramming/SKILL.md · Choose and create the right diagram type (UML, C4, ER, BPMN, domain) in standard notation; Mermaid-compatible output…
git:20261014.de0823c · audit A · 23 stars
domain-model SKILL.md skill
andreibesleaga/gabbe · plugins/gabbe-architecture/skills/domain-model/SKILL.md · Create or review a domain model — bounded contexts, entities, value objects, aggregates, domain events, relationships…
git:20261014.de0823c · audit A · 23 stars
enterprise-migration-scenario SKILL.md skill
andreibesleaga/gabbe · plugins/gabbe-architecture/skills/enterprise-migration-scenario/SKILL.md · Plan and execute complex enterprise-scale legacy migrations. Use when: plan enterprise migration, migrate legacy to…
git:20261014.de0823c · audit A · 23 stars
enterprise-patterns SKILL.md skill
andreibesleaga/gabbe · plugins/gabbe-architecture/skills/enterprise-patterns/SKILL.md · Implement robust Enterprise Architecture Patterns. Use when: implement enterprise pattern, add circuit breaker, design…
git:20261014.de0823c · audit A · 23 stars
error-handling-strategy SKILL.md skill
andreibesleaga/gabbe · plugins/gabbe-architecture/skills/error-handling-strategy/SKILL.md · Centralized error handling (RFC 7807), circuit breakers, and user-facing fallbacks. Use when: error handling strategy.
git:20261014.de0823c · audit A · 23 stars
event-driven-architecture SKILL.md skill
andreibesleaga/gabbe · plugins/gabbe-architecture/skills/event-driven-architecture/SKILL.md · Design and implement Event-Driven and Async Architectures. Use when: design event-driven system, implement eda, setup…
git:20261014.de0823c · audit A · 23 stars
event-governance SKILL.md skill
andreibesleaga/gabbe · plugins/gabbe-architecture/skills/event-governance/SKILL.md · Schema Registry enforcement (Avro/JSON), CloudEvents standard, and Event Evolution rules. Use when: event governance.
git:20261014.de0823c · audit A · 23 stars
fitness-functions SKILL.md skill
andreibesleaga/gabbe · plugins/gabbe-architecture/skills/fitness-functions/SKILL.md · Define objective, measurable tests for architectural characteristics and wire them into CI as automated, continuous…
git:20261014.de0823c · audit A · 23 stars
graphql-schema SKILL.md skill
andreibesleaga/gabbe · plugins/gabbe-architecture/skills/graphql-schema/SKILL.md · Schema design, federation, and resolution strategies. Use when: graphql schema.
git:20261014.de0823c · audit A · 23 stars
legacy-modernization SKILL.md skill
andreibesleaga/gabbe · plugins/gabbe-architecture/skills/legacy-modernization/SKILL.md · Analyze, document, and modernize legacy systems (COBOL, Mainframe, Fortran). Use when: legacy code, cobol, mainframe…
git:20261014.de0823c · audit A · 23 stars
microservices SKILL.md skill
andreibesleaga/gabbe · plugins/gabbe-architecture/skills/microservices/SKILL.md · Design and implement microservices architecture. Use when: design microservices, split monolith, architect distributed…
git:20261014.de0823c · audit A · 23 stars
middleware-design SKILL.md skill
andreibesleaga/gabbe · plugins/gabbe-architecture/skills/middleware-design/SKILL.md · Designing robust middleware chains (Auth, Rate Limiting, Logging). Use when: middleware design.
git:20261014.de0823c · audit A · 23 stars
monolith SKILL.md skill
andreibesleaga/gabbe · plugins/gabbe-architecture/skills/monolith/SKILL.md · Design and refactor Monolithic and Modular Monolithic architectures. Use when: design monolith, build modular monolith…
git:20261014.de0823c · audit A · 23 stars
realtime-comm SKILL.md skill
andreibesleaga/gabbe · plugins/gabbe-architecture/skills/realtime-comm/SKILL.md · WebSocket handling, Pub/Sub patterns, and persistent connections. Use when: realtime comm.
git:20261014.de0823c · audit A · 23 stars
state-management SKILL.md skill
andreibesleaga/gabbe · plugins/gabbe-architecture/skills/state-management/SKILL.md · Manage client-side state, side effects, and data flow. Use when: state management.
git:20261014.de0823c · audit A · 23 stars
system-qualities SKILL.md skill
andreibesleaga/gabbe · plugins/gabbe-architecture/skills/system-qualities/SKILL.md · Define and enforce Quality Attributes (Non-Functional Requirements). Use when: define NFRs, analyze system qualities…
git:20261014.de0823c · audit A · 23 stars
system-scalability SKILL.md skill
andreibesleaga/gabbe · plugins/gabbe-architecture/skills/system-scalability/SKILL.md · Audit and architect scaling boundaries and bottlenecks. Use when: scale up, scale out, horizontal scalability, vertical…
git:20261014.de0823c · audit A · 23 stars
systems-architecture SKILL.md skill
andreibesleaga/gabbe · plugins/gabbe-architecture/skills/systems-architecture/SKILL.md · Generate comprehensive C4 models and System Architecture documents. Use when: generate c4 model, document system…
git:20261014.de0823c · audit A · 23 stars
visual-whiteboarding SKILL.md skill
andreibesleaga/gabbe · plugins/gabbe-architecture/skills/visual-whiteboarding/SKILL.md · Use spatial-canvas MCP servers (Miro, Draw.io, Figma) to map architectures, user flows, and wireframes. Use when…
git:20261029.374b8bf · audit A · 23 stars
active-inference SKILL.md skill
andreibesleaga/gabbe · plugins/gabbe-brain/skills/active-inference/SKILL.md · Apply Active Inference to minimize prediction error (Surprise). Use when: active inference.
git:20261014.de0823c · audit A · 23 stars
cognitive-architectures SKILL.md skill
andreibesleaga/gabbe · plugins/gabbe-brain/skills/cognitive-architectures/SKILL.md · Patterns from SOAR, ACT-R, and LIDA for advanced agent cognitive cycles. Use when: cognitive, architecture, soar…
git:20261014.de0823c · audit A · 23 stars
cognitive-testing SKILL.md skill
andreibesleaga/gabbe · plugins/gabbe-brain/skills/cognitive-testing/SKILL.md · Test cognitive and agentic loops by their mechanisms and invariants rather than by output-equality. Use when: cognitive…
git:20261014.de0823c · audit A · 23 stars
consciousness-loop SKILL.md skill
andreibesleaga/gabbe · plugins/gabbe-brain/skills/consciousness-loop/SKILL.md · Recursive self-reference (Strange Loop) and OODA Loop implementation. Use when: consciousness loop.
git:20261014.de0823c · audit A · 23 stars
episodic-consolidation SKILL.md skill
andreibesleaga/gabbe · plugins/gabbe-brain/skills/episodic-consolidation/SKILL.md · Consolidate short-term events into long-term 'Semantic' memory. Use when: episodic consolidation.
git:20261014.de0823c · audit A · 23 stars
epistemology-knowledge SKILL.md skill
andreibesleaga/gabbe · plugins/gabbe-brain/skills/epistemology-knowledge/SKILL.md · Implement rigorous knowledge representation and update beliefs via Active Inference. Use when: knowledge, epistemology…
git:20261014.de0823c · audit A · 23 stars
global-workspace SKILL.md skill
andreibesleaga/gabbe · plugins/gabbe-brain/skills/global-workspace/SKILL.md · Broadcast information across the swarm 'consciousness' (Global Workspace Theory). Use when: global workspace.
git:20261014.de0823c · audit A · 23 stars