datamaker-kr/synapse-claude-marketplace

Manages changelog entries following Keep a Changelog format with CalVer versioning. Analyzes changes and generates appropriate changelog descriptions.

Expertise in generating domain-specific quality checklists for specifications. Activates when user discusses quality validation or requirement testing. Trigger keywords: checklist, quality gate, requirement testing, validation, completeness check, review checklist

커밋 메시지 작성 가이드 (한글/영어). 커밋 생성 시 자동으로 활성화되어 규칙을 준수하도록 안내합니다.

Expertise in detecting inconsistencies, gaps, and conflicts across specification documents. Activates when user asks about document quality or consistency. Trigger keywords: consistency, analysis, gap analysis, conflict detection, spec review, cross-reference, traceability

Analyzes code changes and identifies documentation gaps. Scans git history, catalogs existing docs, and generates comprehensive analysis reports.

Specialized skill for generating Mermaid diagrams with light/dark mode compatible colors. Use when creating architectural diagrams, flowcharts, ER diagrams, or sequence diagrams.

Expertise in writing clear, testable specifications. Activates when user discusses requirements, features, user stories, or acceptance criteria. Trigger keywords: specification, requirements, user story, acceptance criteria, feature spec, functional requirement, non-functional requirement, spec.md

Explains how to create Synapse plugin actions. Use when the user asks to "create an action", "write an action", uses "@action decorator", "BaseAction class", "function-based action", "class-based action", "Pydantic params", "ActionPipeline", "DataType", "input_type", "output_type", "semantic types", "YOLODataset", "ModelWeights", "pipeline chaining", or needs help with synapse plugin action development.

Explains how to write Synapse plugin config.yaml files. Use when the user asks about "config.yaml", "plugin configuration", "action definition", "execution method", "runtime environment", or needs help with synapse plugin settings.

Explains how to execute Synapse plugins programmatically. Use when the user mentions "run_plugin", "ExecutionMode", "LocalExecutor", "RayActorExecutor", "RayJobExecutor", "PluginDiscovery", "from_path", "from_module", or needs help with running plugins programmatically.

Explains result schema classes for Synapse plugin actions. Use when the user mentions "TrainResult", "InferenceResult", "ExportResult", "UploadResult", "WeightsResult", "MetricsResult", "result_model", "result schema", or needs help with action return type validation.

Explains how to use Synapse RuntimeContext API. Use when the user asks about "RuntimeContext", "ctx.", "logging", "progress tracking", "set_progress", "set_metrics", "log_message", "BaseStepContext", "TrainContext", "ExportContext", "UploadContext", "InferenceContext", "AddTaskDataContext", or needs help with synapse plugin context and logging.

Explains specialized Synapse action classes for specific workflows. Use when the user mentions "BaseTrainAction", "BaseExportAction", "BaseUploadAction", "BaseInferenceAction", "BaseDeploymentAction", "AddTaskDataAction", "train action", "export action", "upload action", "inference action", "deployment action", "pre-annotation", "add_task_data", "autolog", "get_dataset", "create_model", or needs workflow-specific action development help.

Explains step-based workflow system for Synapse plugin actions. Use when the user mentions "BaseStep", "StepRegistry", "Orchestrator", "StepResult", "BaseStepContext", "step-based workflow", "workflow steps", "rollback", "progress_weight", or needs help with multi-step action development.

Expertise in breaking down specifications into executable, dependency-ordered tasks. Activates when user discusses task planning, work breakdown, or implementation ordering. Trigger keywords: task decomposition, work breakdown, task list, dependency order, implementation tasks, tasks.md, T001, parallelizable

Guides development following Kent Beck's Test-Driven Development and Tidy First principles. Use when implementing features or fixing bugs.