vision
Create or update the product vision document
requirements
Write BDD requirements in Gherkin format. Guides the user through the process.
backlog
Manage product backlog as an ordered priority list
openclaw
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plan
Guided implementation planning with codebase understanding and requirement focus
execute
Execute an implementation plan step by step
domain
Document domain knowledge including entities, processes, and ubiquitous language
architecture
Manage tech stack and architecture decisions
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.
gap-analysis
Route-aware gap analysis. For Brownfield - uses /speckit.analyze to compare specs against implementation. For Greenfield - validates spec completeness and asks about target tech stack for new implementation. This is Step 4 of 6 in the reverse engineering process.
implement
Use GitHub Spec Kit's /speckit.implement and /speckit.tasks to systematically build missing features from specifications. Leverages implementation plans in specs/, validates against acceptance criteria, and achieves 100% spec completion. This is Step 6 of 6 in the reverse engineering process.
modernize
Brownfield Upgrade - Upgrade all dependencies and modernize the application while maintaining spec-driven control. Runs after Gear 6 for brownfield projects with modernize flag enabled. Updates deps, fixes breaking changes, improves test coverage, updates specs to match changes.
create-specs
Transform reverse-engineering documentation into GitHub Spec Kit format. Initializes .specify/ directory, creates constitution.md, generates specifications from reverse-engineered docs, and sets up for /speckit slash commands. This is Step 3 of 6 in the reverse engineering process.
analyze
Perform initial analysis of a codebase - detect tech stack, directory structure, and completeness. This is Step 1 of the 6-step reverse engineering process that transforms incomplete applications into spec-driven codebases. Automatically detects programming languages, frameworks, architecture patterns, and generates comprehensive analysis-report.md. Use when starting reverse engineering on any codebase.
spec-coverage-map
Generate a visual spec-to-code coverage map showing which code files are covered by which specifications. Creates ASCII diagrams, reverse indexes, and coverage statistics. Use after implementation or during cleanup to validate spec coverage.
complete-spec
Interactive conversation to resolve [NEEDS CLARIFICATION] markers using /speckit.clarify command. Claude asks questions about missing features, UX/UI details, behavior, and priorities. Updates specs in .specify/memory/ with answers to create complete, unambiguous documentation. This is Step 5 of 6 in the reverse engineering process.
reverse-engineer
Deep codebase analysis to generate 11 comprehensive documentation files. Adapts based on path choice - Greenfield extracts business logic only (tech-agnostic), Brownfield extracts business logic + technical implementation (tech-prescriptive). This is Step 2 of 6 in the reverse engineering process.
discover
Ecosystem discovery from a single starting repo. Scans for integration signals (npm packages, docker compose, env vars, API calls, CI/CD triggers, workspace configs, message queues, infrastructure refs), searches GitHub for related repos, scans the local filesystem, then presents an ecosystem map with confidence scoring and a Mermaid dependency graph. Hands off confirmed repos to /stackshift.batch or /stackshift.reimagine.
integration-analysis
Give it a few starting points — it discovers the full ecosystem by tracing integration surfaces in code and docs, clones what it doesn't have locally, then thoroughly analyzes how every system works and connects. Produces a layered implementation plan (L0-L3) with functionality tiering (T1/T2/T3/PRUNE) and generates dependency-ordered, technology-agnostic epics and stories so the team can build incrementally — MVP first, then progressively more capability.
bmad-synthesize
Auto-generate BMAD artifacts (PRD, Architecture, Epics, UX Design) from StackShift reverse-engineering docs. Three modes - YOLO (fully automatic), Guided (ask on ambiguities), Interactive (full conversation with pre-loaded context). Bridges the gap between StackShift's deep code analysis and BMAD's collaborative artifact format.
architect
Generate a complete architecture document from reverse-engineering docs + user constraints. Asks 3-5 high-level questions (tech stack, cloud provider, scale, constraints), then generates architecture.md with Mermaid diagrams, service boundaries, ADRs, and infrastructure recommendations. Works standalone or as part of the BMAD Auto-Pilot workflow.
portable-transplant
Translate portable component specs into targeted epics for a specific project. Reads _portable-extract/ specs and a target project's BMAD docs (PRD, Architecture, optionally UX), then generates BMAD-format epics written in the target's personas, domain language, and architecture patterns. The bridge between "extracted business logic" and "ready-to-implement stories."
refresh-docs
Incrementally update reverse-engineering docs based on git changes since they were last generated. Reads the commit hash from .stackshift-docs-meta.json, diffs against HEAD, analyzes only the changed files, and surgically updates the affected docs. Saves time and cost compared to full regeneration.
portable-extract
Extract tech-agnostic portable component specs from StackShift reverse-engineering docs. Generates abstract epics and component specifications that can be dropped into ANY BMAD project. Three modes - YOLO (fully automatic), Guided (ask on ambiguities), Interactive (full conversation with pre-loaded context). Bridges StackShift's deep code analysis with reusable, platform-independent component specifications.
reimagine
Multi-repo synthesis and reimagination. Load reverse-engineering docs from multiple repositories, extract a unified capability map, identify duplication and inefficiency, then brainstorm with the user to reimagine how those capabilities could work together in a new, better way. Generates new specifications for the reimagined system. The killer feature for enterprise modernization.
n8n-v2
Comprehensive n8n v2.0 reference for building workflow automation. Use this skill when working with n8n workflows, especially for (1) creating workflow JSON files for import, (2) implementing human-in-the-loop approval workflows with Wait nodes, (3) troubleshooting Execute Sub-Workflow node issues, (4) setting up API credentials (LinkedIn, Anthropic, NewsAPI), (5) building orchestrator patterns with sub-workflows, (6) using expressions in nodes, (7) understanding MCP server limitations, or (8) any n8n workflow development task.
type-flow
Trace how types flow through a function — parameters, transformations, and return types. Use when the user asks what types a function accepts or returns, how data transforms through a pipeline, or wants to understand type conversions in a code path.
search-debug
Diagnose why a search returns unexpected results — analyze scoring factors, tokenization, and index health for dogfooding Julie's search quality. Use when a Julie search misses an expected symbol, returns wrong results, ranks something surprisingly low, or when investigating search quality issues during development.
logic-flow
Explain the logic flow of a function step-by-step by analyzing its implementation and call graph. Use when the user asks "how does this function work", "walk me through this", "step through this code", or wants to understand the control flow and decision points in a function.
explore-area
Orient on a new area of the codebase using get_context for token-budgeted exploration with pivots and neighbors. Use when the user asks "what does this module do", "I'm new to this code", "explain this part of the codebase", or wants to understand an unfamiliar area before making changes.
impact-analysis
Analyze what would break if a symbol is changed — finds all callers, groups by risk level, and assesses change impact. Use when the user asks about the blast radius of a change, wants to know who uses a symbol, or is planning a refactor and needs to understand downstream effects.
call-trace
Trace the call path between two functions by iteratively following callers/callees using deep_dive and fast_refs. Use when the user asks how function A reaches function B, wants to see the connection between two symbols, or asks "what calls what" between two points in the code.
dependency-graph
Show module dependencies by analyzing imports, exports, and cross-references between files. Use when the user asks what a file imports, what depends on a module, how modules are coupled, or wants to understand the dependency structure of any part of the codebase.
grasshopper-workflow
Grasshopper 參數化建模工作流程工具。當需要通過 MCP 協議與 Grasshopper 交互、創建和管理組件、建立連接、設置參數、執行完整建模工作流程時使用。適用於：(1) 從 MMD 文件創建 Grasshopper 定義, (2) 執行 placement_info.json 工作流程, (3) 批量管理組件和連接, (4) 參數化建模的自動化流程, (5) 解析 component_info.mmd 和 part_info.mmd 文件
axe
Control iOS Simulators via accessibility APIs. Use this skill when the user wants to automate iOS simulator interactions, tap buttons by accessibility label, type text, swipe, take screenshots, describe the UI accessibility tree, or test iOS apps programmatically.
pdf-to-markdown
Convert entire PDF documents to clean, structured Markdown for full context loading. Use this skill when the user wants to extract ALL text from a PDF into context (not grep/search), when discussing or analyzing PDF content in full, when the user mentions "load the whole PDF", "bring the PDF into context", "read the entire PDF", or when partial extraction/grepping would miss important context. This is the preferred method for PDF text extraction over page-by-page or grep approaches.
epub
Read and extract content from EPUB ebook files. Use this skill when the user wants to read an EPUB file, extract text from an ebook, view EPUB metadata (title, author), list chapters or table of contents, search within EPUB content, or analyze ebook content.
product-self-knowledge
Authoritative reference for Anthropic products. Use when users ask about product capabilities, access, installation, pricing, limits, or features. Provides source-backed answers to prevent hallucinations about Claude.ai, Claude Code, and Claude API.
frontend-design
Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, artifacts, posters, or applications (examples include websites, landing pages, dashboards, React components, HTML/CSS layouts, or when styling/beautifying any web UI). Generates creative, polished code and UI design that avoids generic AI aesthetics.
slack-gif-creator
Knowledge and utilities for creating animated GIFs optimized for Slack. Provides constraints, validation tools, and animation concepts. Use when users request animated GIFs for Slack like "make me a GIF of X doing Y for Slack."
Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting documents, and handling forms. When Claude needs to fill in a PDF form or programmatically process, generate, or analyze PDF documents at scale.
mcp-builder
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).
internal-comms
A set of resources to help me write all kinds of internal communications, using the formats that my company likes to use. Claude should use this skill whenever asked to write some sort of internal communications (status reports, leadership updates, 3P updates, company newsletters, FAQs, incident reports, project updates, etc.).
pptx
Presentation creation, editing, and analysis. When Claude needs to work with presentations (.pptx files) for: (1) Creating new presentations, (2) Modifying or editing content, (3) Working with layouts, (4) Adding comments or speaker notes, or any other presentation tasks
web-artifacts-builder
Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui). Use for complex artifacts requiring state management, routing, or shadcn/ui components - not for simple single-file HTML/JSX artifacts.
algorithmic-art
Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields, or particle systems. Create original algorithmic art rather than copying existing artists' work to avoid copyright violations.
brand-guidelines
Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it when brand colors or style guidelines, visual formatting, or company design standards apply.
xlsx
Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work with spreadsheets (.xlsx, .xlsm, .csv, .tsv, etc) for: (1) Creating new spreadsheets with formulas and formatting, (2) Reading or analyzing data, (3) Modify existing spreadsheets while preserving formulas, (4) Data analysis and visualization in spreadsheets, or (5) Recalculating formulas
doc-coauthoring
Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision docs, or similar structured content. This workflow helps users efficiently transfer context, refine content through iteration, and verify the doc works for readers. Trigger when user mentions writing docs, creating proposals, drafting specs, or similar documentation tasks.
theme-factory
Toolkit for styling artifacts with a theme. These artifacts can be slides, docs, reportings, HTML landing pages, etc. There are 10 pre-set themes with colors/fonts that you can apply to any artifact that has been creating, or can generate a new theme on-the-fly.
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