ai-workflow-engineering
Guide for creating reliable AI workflows and SOPs. Use when: (1) User wants to create a structured workflow for AI tasks, (2) User needs to build an SOP for complex processes, (3) User wants to ensure their workflow follows best practices for managing LLM uncertainty, (4) User mentions creating workflows for domains like code review, response analysis, documentation, or any structured process
ds
Orchestrates 5-phase data analysis workflow with output-first verification.
dev
Orchestrates 7-phase feature implementation workflow with user approval gates and TDD enforcement.
orchestrate
Main workflow orchestrator for complex tasks. Coordinates phase transitions, enforces checkpoints based on config, manages subagent delegation. Invoke for [COMPLEX] tasks.
team-workflows
Team collaboration patterns - shared configs, standards, onboarding
deferred-finding
Use when a review finding cannot be fixed in current PR - creates properly documented tracking issue with full context, linked to parent, following full issue-driven-development process
worker-dispatch
Use to spawn isolated worker processes for autonomous issue work. Creates git worktrees, constructs worker prompts, and handles worker lifecycle.
work-intake
Entry point for ALL work requests - triages scope from trivial to massive, asks clarifying questions, and routes to appropriate planning skills. Use this when receiving any new work request.
issue-lifecycle
Use throughout all work - ensures GitHub issues are updated continuously as work happens, not batched at the end
flowchart-creator
Create HTML flowcharts and process diagrams with decision trees, color-coded stages, arrows, and swimlanes. Use when users request flowcharts, process diagrams, workflow visualizations, or decision trees.
kaizen
Use when Code implementation and refactoring, architecturing or designing systems, process and workflow improvements, error handling and validation. Provide tehniquest to avoid over-engineering and apply iterative improvements.
quality-manager-qms-iso13485
ISO 13485 Quality Management System specialist for medical device companies. Provides QMS implementation, maintenance, process optimization, and compliance expertise. Use for QMS design, documentation control, management review, internal auditing, corrective actions, and ISO 13485 certification activities.
capa-officer
Senior CAPA Officer specialist for managing Corrective and Preventive Actions within Quality Management Systems. Provides CAPA process management, root cause analysis, effectiveness verification, and continuous improvement coordination. Use for CAPA investigations, corrective action planning, preventive action implementation, and CAPA system optimization.
process-architect-bpmn
Create BPMN process maps and analyses from transcripts, event logs, or connector data. Use when asked for process discovery, variants/bottlenecks, or BPMN outputs (Camunda 7/8, Mermaid, PlantUML, or generic BPMN XML).
audit-coordinator
Orchestrates comprehensive audits of Claude Code customizations using specialized auditors. Use when auditing multiple components, asking about naming/organization best practices, or needing thorough validation before deployment.
proposal-execution
Use when executing approved proposals. Researchers can execute ANY approved proposal (not just their own) to perform actions like memory cleanup, marking proposals ready for ticket/skill creation.
orchestrator-workflow
Coordinates agent assignments and manages ticket lifecycle.
ticket-management
Use when creating or updating tickets. Covers ticket writing best practices, what to include, and what to avoid.
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