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
dev
Orchestrates 7-phase feature implementation workflow with user approval gates and TDD enforcement.
ds
Orchestrates 5-phase data analysis workflow with output-first verification.
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
issue-lifecycle
Use throughout all work - ensures GitHub issues are updated continuously as work happens, not batched at the end
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.
worker-dispatch
Use to spawn isolated worker processes for autonomous issue work. Creates git worktrees, constructs worker prompts, and handles worker lifecycle.
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
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.
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.
dev-workflow
REQUIRED workflow for all code changes. MUST load FIRST before planning or implementing features, bugs, refactoring, tests, PRs. Covers full cycle from exploration to pull request. Skip only for: one-off scripts, explanations outside project context.
using-superpowers-sdd
Establishes SDD methodology - workflow routing, process discipline, spec-first principle, and skill discovery. Use when starting any SDD conversation to determine which workflow skill to invoke.
openspec-archiving-cn
归档已完成的变更并将规范差异合并到常驻文档。用于变更已部署、准备归档或实施后需要更新规范时。触发词包括 "openspec归档", "归档", "归档提案", "合并规范", "完成提案", "更新文档", "定稿规范", "标记完成"。
speckit-constitution-zh
从交互式或提供的原则输入创建或更新项目章程，确保所有依赖模板保持同步。用于项目管理、规范制定、章程维护和团队协作场景。触发词包括 "speckit章程"、"创建章程"、"更新章程"、"项目章程"、"制定规范"、"团队章程"。
using-superpowers
Use when starting any conversation - establishes mandatory workflows for finding and using skills, including using Skill tool before announcing usage, following brainstorming before coding, and creating TodoWrite todos for checklists
two-stage-boundary-encounter-sop
Execute two-stage protocol for boundary condition encounters.
creative-chronicle-log
Document creative decisions and protocol evolution in structured chronicle format.
universal-workflow-init
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cruise-control
Automatic mode - shift through all 6 gears sequentially without stopping. Like cruise control or automatic transmission, this runs the entire StackShift workflow from analysis to implementation in one go. Perfect for unattended execution or when you want to let StackShift handle everything automatically.
executing-plans
Disciplined plan execution for implementation tasks. Use when executing a saved implementation plan, following step-by-step instructions from a plan document.
process-management
Production-grade process management - jobs, signals, cron, systemd
