systematic-development
Use Sherpa's systematic development workflow for general coding tasks. Activates when starting development work, adding features, or implementing functionality. Ensures guide check before coding and guide done after completion for progress tracking and celebrations.
debugging-workflows
Debug workflow execution issues including syntax errors, agent failures, variable problems, and execution errors. Use when workflows fail, produce unexpected results, or user asks for debugging help.
designing-syntax
Design custom syntax elements with reuse-first approach for workflow orchestration. Use when user needs custom operators, checkpoints, or syntax patterns not available in core syntax.
orchestration:executing-workflows
Use when user provides workflow syntax with arrows (-> || ~>), says "run workflow", "execute workflow", "run this", mentions step1 -> step2 patterns. Executes orchestration workflows with real-time visualization, steering, and error recovery.
managing-agents
Manages temporary and defined agents including creation, promotion, cleanup, and namespacing. Use when user creates custom agents, asks about agent lifecycle, temp agents, or agent management.
managing-temp-scripts
Create and execute temporary scripts (Python, Node.js, shell) during workflow execution for API integrations, data processing, and custom tools. Use when user needs to interact with external APIs, process data with specific libraries, or create temporary executable code.
using-orchestration
Use when user has complex multi-agent workflows, needs to coordinate sequential or parallel agent execution, wants workflow visualization and control, or mentions automating repetitive multi-agent processes - guides discovery and usage of the orchestration system
creating-workflows-from-description
Use when user describes complex multi-step tasks that could benefit from orchestration - guides natural language workflow creation
orchestration:creating-workflows
Use when user says "create workflow", "create a workflow", "design workflow", "orchestrate", "automate multiple steps", "coordinate agents", "multi-agent workflow". Creates orchestration workflows from natural language using Socratic questioning to plan multi-agent workflows with visualization.
using-templates
Use and customize workflow templates for common scenarios. Use when user wants to use a template, asks about available templates, or wants to customize existing workflows.
code-review
Performs structured code reviews focusing on bugs, security, performance, and best practices. Use when reviewing code, pull requests, diffs, or when the user asks for feedback on implementations.
meeting-notes
Creates structured meeting notes, minutes, and action items from conversations or transcripts. Use when documenting meetings, standups, retrospectives, or extracting action items from discussions.
ai-cost-optimizer
Save 40-70% on AI costs with intelligent multi-LLM routing. Automatically selects the optimal model based on task complexity across 40+ models from 8 providers.
commit-helper
Generate conventional commit messages from code changes
elevenlabs-agents
Work with ElevenLabs Conversational AI agents - initiate calls, retrieve transcripts, manage phone numbers, and analyze agent conversations. Use when building or testing voice AI applications.
TravelPay API Expert
Comprehensive expert on TravelPay payment processing API with deep domain knowledge, workflow expertise, and production-ready code generation capabilities
competitive-research-brightdata
Enterprise-grade company research, competitive analysis, and market intelligence using Bright Data's professional web scraping and search capabilities. Use this skill when asked to research companies, conduct competitive analysis, create market reports, analyze industries, compare products/services, or gather business intelligence. Triggers include requests like "research [company]", "competitive analysis of X vs Y", "create a market report", "analyze the [industry] landscape", or "compare [products/companies]".
competitive-analysis-quality-assurance
Systematic fact-checking, source verification, and quality assurance for competitive research deliverables. This skill ONLY activates when explicitly requested - it does not auto-trigger. Use this skill when you explicitly ask to review competitive research, fact-check claims, verify sources, validate consistency, or assess quality of completed analysis documents. Example requests that activate this skill "review this competitive analysis", "fact-check these findings", "verify the sources", "quality check this report", "are these claims accurate", or "validate this analysis".
primer-android-checkout
Build checkout and payment experiences using Primer's Android CheckoutComponents SDK (io.primer:checkout). Use this skill when implementing payment flows, checkout screens, card forms, or integrating Primer SDK into Jetpack Compose applications. Covers controller pattern, composable APIs, slot-based customization, Material 3 theming, and state management. Verified against 3.0.0-beta.3.
primer-ios-checkout
Build checkout and payment experiences using Primer's iOS CheckoutComponents SDK. Use this skill when implementing payment flows, checkout screens, card forms, or integrating Primer SDK into SwiftUI or UIKit applications. Covers scope-based architecture, state management, theming, and all payment method scope APIs.
primer-web-components
Build checkout and payment experiences using Primer's web components. Use this skill when implementing payment flows, checkout pages, card forms, or integrating Primer SDK into React, Next.js, or vanilla JavaScript applications. Covers component usage, React integration patterns, stable object references, event handling, SSR support, and CSS theming.
shar-production-metadata-validation
Validate rights-aware AI-hybrid video-production metadata with SHAR Production's local read-only MCP tool.
git-lines
Stages specific lines from git diffs when hunk-level staging is too coarse. Use when a file contains multiple unrelated changes that need separate semantic commits, split commits, partial staging, or cherry-picking specific lines. Requires git-lines tool on PATH.
codex
OpenAI Codex second opinion via the codex CLI — three modes. Review: independent diff review with a pass/fail gate. Challenge: adversarial pass that tries to break the code. Consult: ask Codex anything, with session continuity for follow-ups. Use when the user says \"codex review\", \"codex challenge\", \"ask codex\", or wants a second opinion from Codex.
dependency-safety-check
Screens third-party project dependencies for known vulnerabilities and supply-chain risk before installation using a bundled check-deps.py script. Use when user asks to install, add, update, upgrade, or pin packages with npm, pnpm, yarn, bun, pip, uv, poetry, or cargo, or when deciding whether a package version is safe to install. Do NOT use for OS package managers such as apt, brew, yum, apk, or pacman.
design-md
Create, update, validate, diff, or export DESIGN.md files following the Google Stitch DESIGN.md spec and @google/design.md tooling. Use when the user asks to write/update DESIGN.md, create a design system document, generate design tokens, encode brand/UI guidelines, export a design system, or document UI consistency rules for AI agents. Do NOT use for ordinary UI implementation unless the user asks for DESIGN.md or design-system documentation.
git-hook
Assess, adopt, or harden repository-local Git-hook automation. Use when setting up or standardizing project hooks, choosing between Lefthook and git-hook-pure, migrating an existing hook manager, reusing hook configuration or scripts, or bootstrapping hooks for fresh clones.
agent-centric
Track decisions (AGD) with validation and indexing. Use when making design decisions, recording important choices, discussing trade-offs, or when user mentions AGD or decision record.
command-creator
Guide for creating Claude Code slash commands. Use when the user wants to create a new slash command, custom prompt shortcut, or workflow automation command for Claude Code. Helps define command structure, frontmatter, arguments, and best practices.
frontend-design
Create distinctive, production-grade frontend interfaces with high design quality. Use when building 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.
mcp-context7
Query up-to-date library documentation and code examples using Context7. Provides 2 tools for resolving library IDs and querying documentation.
grill-me
Stress-test a plan, design, decision, or idea through a focused interview. Use when the user asks to be grilled, challenge their thinking, or resolve design choices before proceeding.
grok
xAI Grok second opinion via the grok CLI — three modes. Review: independent diff review with a pass/fail gate. Challenge: adversarial pass that tries to break the code. Consult: ask Grok anything, with session continuity for follow-ups. Use when the user says \"grok review\", \"grok challenge\", \"ask grok\", or wants a second opinion from Grok.
guardrails
Rendered guardrail framework: keep a repo's hard rules in one-rule-per-file GRL sources behind a compact router, and render only the rules a task needs. Use when gathering guardrail context before implementing or reviewing code, when creating, editing, retiring, or reviewing GRL rule files or .agents/guardrails/index.md, when running the guardrails CLI (validate, render, review-metadata, next-id), or when setting up, adopting, or bootstrapping a guardrail framework in a repo that does not have one yet. Do NOT use for ordinary lint rule authoring unless the lint rule backs a guardrail, for runtime safety guardrails such as rate limiting, destructive-command protection, or input validation, for LLM or AI output guardrails, or for soft conventions and style preferences that are not hard rules.
mcp-deepwiki
Access and query GitHub repository documentation using DeepWiki's AI-powered knowledge base. Provides 3 tools for browsing documentation structure, viewing content, and asking questions.
mcp-fetch
Web content fetching and conversion to markdown for efficient LLM consumption. Provides 1 tool for fetching URLs and extracting content.
mcp-grep
Search over a million GitHub repositories for real-world code examples using grep.app. Find literal code patterns, usage examples, and implementation patterns across popular open-source projects. Perfect for discovering how developers use specific APIs, libraries, or coding patterns.
mcp-skill-generator
Convert MCP servers to Claude Code skills with progressive disclosure. Use when creating a skill from an MCP server, updating an existing MCP skill, or converting MCP documentation to skill format. Accepts MCP documentation URLs, npm package names, or direct connection info.
parallel-agent-workflow
Coordinate multiple agents working in parallel using git worktrees to avoid file conflicts. Use when needing concurrent agents to modify different files/components with worktree isolation, or when asked to use worktrees for parallel agent work.
pi-extension-dev
End-to-end workflow for developing, debugging, configuring, and shipping pi-coding-agent extensions and pi packages. Use when building or maintaining extensions, skills, prompt templates, themes, settings.json setups, provider integrations, or when updating this skill after pi releases. Do NOT use for general coding questions unrelated to pi extension development.
playwright
Complete browser automation with Playwright. Auto-detects dev servers, writes clean test scripts to /tmp. Test pages, fill forms, take screenshots, check responsive design, validate UX, test login flows, check links, automate any browser task. Use when user wants to test websites, automate browser interactions, validate web functionality, or perform any browser-based testing.
seo-article-optimizer
Optimize single articles or landing pages for SEO. Analyzes keywords, readability, headings, meta tags, internal links, E-E-A-T signals, featured snippets. Outputs scores, optimized draft, and publish assets. Use for blog posts, landing pages, or single URL optimization.
seo-site-audit
Website-level technical SEO audit with engineering backlog. Covers robots.txt, sitemap, canonical, redirects, meta/OG/Twitter, JSON-LD, internal linking, Core Web Vitals, mobile. Use for site-wide SEO improvements or technical SEO implementation.
show-me
Make the current discussion concrete with diagrams, code-shape sketches, and focused HTML artifacts. Use when the user asks to see a structure, flow, relationship, layout, or before-and-after change.
skill-composer
Use when the user asks to create a new Agent Skill, revise an existing skill's authored behavior or activation, audit a complete skill package, design its eval suite, port it across agent harnesses, or prepare and validate its release. When a generic skill-authoring helper overlaps, this skill owns scope, structure, portability, validation, and release history. If the work neither changes nor audits an Agent Skill package, do not load this skill.
teach-me
Explain an unfamiliar topic to a beginner with a visual HTML explainer. Use when the user asks to learn a concept from scratch, requests ELI5, or wants a simple picture-led explanation.
free-shipping-threshold-analysis
Analyzes Fulfil order data to determine profitable free shipping thresholds using order value distribution, hero product analysis, and shipping economics. Use when merchants ask about free shipping strategy, threshold optimization, shipping offers, AOV analysis, or need data-driven shipping decisions. Requires access to Fulfil data warehouse (sales_orders, shipments tables).
fulfillment-optimization
Analyzes warehouse shipment backlogs to optimize batch picking and packing workflows. Use when a merchant needs help clearing order backlogs, improving picking efficiency, optimizing batch sizes, or understanding order composition patterns. Triggers on questions about shipping delays, picking strategies, packing station setup, warehouse workflow optimization, or order fulfillment bottlenecks. Works with Fulfil MCP data or user-provided shipment data (CSV/Excel).
skill-developer
Create and manage Claude Code skills following Anthropic best practices. Use when creating new skills, modifying skill-rules.json, understanding trigger patterns, working with hooks, debugging skill activation, or implementing progressive disclosure. Covers skill structure, YAML frontmatter, trigger types (keywords, intent patterns, file paths, content patterns), enforcement levels (block, suggest, warn), hook mechanisms (UserPromptSubmit, PreToolUse), session tracking, and the 500-line rule.
debug
Apply systematic debugging methodology using medical differential diagnosis principles. Trigger when AI modifies working code and anomalies occur, or when users report unexpected test results or execution failures. Use observation without preconception, fact isolation, differential diagnosis lists, deductive exclusion, experimental verification, precise fixes, and prevention mechanisms.
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