Automatically discover data pipeline and ETL skills when working with ETL. Activates for data development tasks.
Automatically loads comprehensive data pipeline and ETL skills when you work with ETL, data pipelines, batch/stream processing, Airflow, or real-time analytics. Activates on data development tasks to provide instant access to 9 specialized data skills.
/plugin marketplace add rand/cc-polymath/plugin install cc-polymath@cc-polymath-marketplaceThis skill inherits all available tools. When active, it can use any tool Claude has access to.
Provides automatic access to comprehensive data skills.
This skill auto-activates when you're working with:
The Data category contains 9 skills:
For complete descriptions and workflows:
cat ~/.claude/skills/data/INDEX.md
This loads the full Data category index with:
Load individual skills as needed:
# Traditional ETL/Batch
cat ~/.claude/skills/data/batch-processing.md
cat ~/.claude/skills/data/data-validation.md
cat ~/.claude/skills/data/etl-patterns.md
cat ~/.claude/skills/data/pipeline-orchestration.md
# Stream Processing
cat ~/.claude/skills/data/stream-processing.md
cat ~/.claude/skills/data/streaming-aggregations.md
# Advanced Dataflow Systems
cat ~/.claude/skills/data/timely-dataflow.md
cat ~/.claude/skills/data/differential-dataflow.md
cat ~/.claude/skills/data/dataflow-coordination.md
# Load these skills together:
cat ~/.claude/skills/data/stream-processing.md # Kafka setup
cat ~/.claude/skills/data/streaming-aggregations.md # Windowing patterns
cat ~/.claude/skills/data/dataflow-coordination.md # Coordination
# Load these skills together:
cat ~/.claude/skills/data/timely-dataflow.md # Foundation
cat ~/.claude/skills/data/differential-dataflow.md # Incremental updates
cat ~/.claude/skills/data/dataflow-coordination.md # Distributed coordination
# Load these skills together:
cat ~/.claude/skills/data/batch-processing.md # Batch jobs
cat ~/.claude/skills/data/stream-processing.md # Stream processing
cat ~/.claude/skills/data/pipeline-orchestration.md # Overall coordination
This gateway skill enables progressive loading:
cat ~/.claude/skills/data/INDEX.md for full category overviewNext Steps: Run cat ~/.claude/skills/data/INDEX.md to see full category details.
This skill should be used when the user asks to "create an agent", "add an agent", "write a subagent", "agent frontmatter", "when to use description", "agent examples", "agent tools", "agent colors", "autonomous agent", or needs guidance on agent structure, system prompts, triggering conditions, or agent development best practices for Claude Code plugins.
This skill should be used when the user asks to "create a slash command", "add a command", "write a custom command", "define command arguments", "use command frontmatter", "organize commands", "create command with file references", "interactive command", "use AskUserQuestion in command", or needs guidance on slash command structure, YAML frontmatter fields, dynamic arguments, bash execution in commands, user interaction patterns, or command development best practices for Claude Code.
This skill should be used when the user asks to "create a hook", "add a PreToolUse/PostToolUse/Stop hook", "validate tool use", "implement prompt-based hooks", "use ${CLAUDE_PLUGIN_ROOT}", "set up event-driven automation", "block dangerous commands", or mentions hook events (PreToolUse, PostToolUse, Stop, SubagentStop, SessionStart, SessionEnd, UserPromptSubmit, PreCompact, Notification). Provides comprehensive guidance for creating and implementing Claude Code plugin hooks with focus on advanced prompt-based hooks API.