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Product Strategist
Validate product-market fit and strategic direction. Use when defining new products, validating problem-solution fit, prioritizing features, or making build-vs-buy decisions. Focuses on discovery and validation before development.
research-guide
Research best practices, guides, and libraries. Use when needing documentation, recommendations, implementation guidance, or library comparisons.
create-plan
Create detailed implementation plans from feature specs or bug reports with testable acceptance criteria. Use proactively when planning features, refactors, or fixes. Every task MUST have minimum 2 testable ACs and map to requirements.
data-manager
Imported from https://github.com/YL08140921/unson-os-market-research.
gioia-analysis
Systematisk analys av intervjutranskript enligt Gioia-metodiken. [VAD] Analyserar kvalitativa intervjutranskript genom 1st-order kodning (informantspråk), 2nd-order tematisering (forskarkonceptualisering) och aggregerade dimensioner. Producerar standardiserad dokumentation med indexerade, export-ready citat. [NÄR] Use when: gioia, intervjuanalys, transkriptanalys, kvalitativ analys, kodning, tematisk analys, grounded theory, 1st-order, 2nd-order [SPRÅK] Svenska (primärt), engelska vid behov [KÄLLA] Gioia, D.A., Corley, K.G. & Hamilton, A.L. (2013). Seeking Qualitative Rigor in Inductive Research. Organizational Research Methods.
github
Create GitHub issues and pull requests with template discovery, concise content generation, and interactive refinement
angular-migration
Migrate from AngularJS to Angular using hybrid mode, incremental component rewriting, and dependency injection updates. Use when upgrading AngularJS applications, planning framework migrations, or modernizing legacy Angular code.
PRD-to-Tasks
Imported from https://github.com/turbobeest/squawk.
planning-phase
Take enriched user stories and create execution plan with waves for parallel execution. Groups stories by dependencies into execution waves, assigns domain agents, and produces Gantt-style task schedule. Use when planning implementation workflow after architecture annotations.
paul-graham-wisdom
Apply Paul Graham's principles when exploring ideas, evaluating opportunities, building products, or making important decisions. Use this skill when brainstorming, validating ideas, planning ventures, thinking through problems, or needing a framework for clear thinking. Triggers include "evaluate this idea", "should I pursue this", "help me think through", "is this worth doing", "startup idea", "opportunity analysis", or any creative/strategic thinking task.
building-storefronts
Load automatically when planning, researching, or implementing Medusa storefront features (calling custom API routes, SDK integration, React Query patterns, data fetching). REQUIRED for all storefront development in ALL modes (planning, implementation, exploration). Contains SDK usage patterns, frontend integration, and critical rules for calling Medusa APIs.
specify
Full-featured spec generator that outputs unified spec.json v5 via cli. Interview-driven planning with mode support (quick/standard × interactive/autopilot). Incremental spec.json build via cli spec merge. Use when: "/specify", "specify", "plan this", "계획 짜줘", "스펙 만들어줘"
deep-research
Deep web research skill using parallel subagents + chromux browser-explorer + Gemini. Spawns multiple WebSearch research agents AND browser-explorer agents (via chromux for JS-heavy/dynamic sites), plus a Gemini CLI deep research source, then synthesizes everything into a cited report. Uses WebSearch, WebFetch, chromux browser-explorer, and Gemini CLI. Invoke with /deep-research <topic>.
building-admin-dashboard-customizations
Load automatically when planning, researching, or implementing Medusa Admin dashboard UI (widgets, custom pages, forms, tables, data loading, navigation). REQUIRED for all admin UI work in ALL modes (planning, implementation, exploration). Contains design patterns, component usage, and data loading patterns that MCP servers don't provide.
writing-plans
Use when you have a spec or requirements for a multi-step task, before touching code
automating-excel
Automates Microsoft Excel on macOS via JXA with AppleScript dictionary discovery. Use when asked to "automate Excel spreadsheets", "JXA Excel scripting", "Excel macOS automation", or "bulk Excel data operations". Focuses on workbooks, worksheets, ranges, 2D arrays, performance toggles, and VBA escape hatches.
tech-decision
This skill should be used when the user asks about "technical decision", "what to use", "A vs B", "comparison analysis", "library selection", "architecture decision", "which one to use", "tradeoffs", "tech selection", "implementation approach", or needs deep analysis for technical decisions. Provides systematic multi-source research and synthesized recommendations.
google-image-search
Search and download images via Google Custom Search API with LLM-powered selection. This skill should be used when finding images for articles, presentations, research documents, or enriching Obsidian notes with relevant visuals. Supports simple queries, batch processing from JSON config, automatic config generation from terms, and full note enrichment with automatic image insertion below headings.
pattern-discovery
Pattern library discovery for pattern-first development. Use BEFORE implementing any new feature, creating components, writing API routes, or adding database operations. Ensures existing patterns are checked first before writing new code.
numerical-integration
Select and configure time integration methods for ODE/PDE simulations. Use when choosing explicit/implicit schemes, setting error tolerances, adapting time steps, diagnosing integration accuracy, planning IMEX splitting, or handling stiff/non-stiff coupled systems.
recursive-decomposition
Based on the Recursive Language Models (RLM) research by Zhang, Kraska, and Khattab (2025), this skill provides strategies for handling tasks that exceed comfortable context limits through programmatic decomposition and recursive self-invocation. Triggers on phrases like "analyze all files", "process this large document", "aggregate information from", "search across the codebase", or tasks involving 10+ files or 50k+ tokens.
backend-design-optimizer
Find the best backend architecture, database design, and API patterns using deep research. Use when user asks "best database for...", "optimize API", "backend architecture for...", or "scale this service".
load-test-builder
Creates load, stress, and soak tests using k6 (JavaScript), Locust (Python), or Artillery (YAML) to validate performance under concurrent load, identify system bottlenecks, and establish performance baselines. Implements test scenarios with ramp-up/ramp-down patterns, configures thresholds (P95 < 500ms), and generates reports with metrics (throughput, error rate, response times). Use before production launch, when scaling infrastructure, investigating performance degradation, capacity planning, testing autoscaling behavior, or validating SLA requirements.
database-migration-manager
Creates and manages database migrations for schema changes using Alembic (Python/SQLAlchemy), Prisma (TypeScript), TypeORM, Django migrations, or Knex.js. Handles PostgreSQL, MySQL, MongoDB migrations with up/down methods, implements backward-compatible multi-step migrations, data backfills, and rollback strategies. Generates migration files for adding columns, creating indexes, modifying constraints, and renaming tables safely. Use when adding/modifying database tables, creating schema migrations, planning backward-compatible changes, investigating migration failures, or rolling back failed migrations.