istio
Service mesh implementation with Istio for traffic management, security, and observability. Use when implementing mTLS, traffic routing, circuit breakers, or service-to-service communication. Triggers: istio, service mesh, virtualservice, destinationrule, gateway, mtls, sidecar, envoy, traffic management.
xdg-base-directory
When an application needs to store config, data, cache, or state files. When designing where user-specific files should live. When code writes to ~/.appname or hardcoded home paths. When implementing cross-platform file storage with platformdirs.
Convex Agents RAG
Implements Retrieval-Augmented Generation (RAG) patterns to enhance agents with custom knowledge bases. Use this when agents need to search through documents, retrieve context from a knowledge base, or ground responses in specific data.
langgraph-implementation
Implements stateful agent graphs using LangGraph. Use when building graphs, adding nodes/edges, defining state schemas, implementing checkpointing, handling interrupts, or creating multi-agent systems with LangGraph.
pydantic-ai-tool-system
Register and implement PydanticAI tools with proper context handling, type annotations, and docstrings. Use when adding tool capabilities to agents, implementing function calling, or creating agent actions.
deepagents-implementation
Implements agents using Deep Agents. Use when building agents with create_deep_agent, configuring backends, defining subagents, adding middleware, or setting up human-in-the-loop workflows.
skill-loader
Skill-Loader standards and best practices for Skill Loader. Includes implementation guidelines, common patterns, and testing strategies.
ln-401-task-executor
Executes implementation tasks (Todo -> In Progress -> To Review). Follows KISS/YAGNI, guides, quality checks. Not for test tasks.
writing-plans
Use to expand bd tasks with detailed implementation steps - adds exact file paths, complete code, verification commands assuming zero context
executing-plans
Use when you have a written implementation plan to execute in a separate session with review checkpoints
Computer Vision
Implement computer vision tasks including image classification, object detection, segmentation, and pose estimation using PyTorch and TensorFlow
symfony:api-platform-filters
Implement API Platform filters for search, date ranges, boolean, and custom filtering with proper indexing
symfony:writing-plans
Create structured implementation plans for Symfony features with clear steps, dependencies, and acceptance criteria
implementation-planner
Generate comprehensive implementation plans for features. Use when user requests "help me implement X", "create a plan for X", "break down feature X", "how should I build X", or asks for detailed implementation guidance. Activates for planning requests, not exploratory design discussions.
impl
Implements features and writes code based on Plans.md tasks. Use when user mentions 実装, implement, 機能追加, コードを書いて, 機能を作って, feature, coding, 新機能, implementing functions, classes, or features, 新しい関数. Do not use for review or build verification.
task-execution-engine
Execute implementation tasks from design documents using markdown checkboxes. Use when (1) implementing features from feature-design-assistant output, (2) resuming interrupted work, (3) batch executing tasks. Triggers on 'start implementation', 'run tasks', 'resume'.
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