Summarize code changes on the current git branch (including uncommitted changes) and draft a pull request description using a provided template. Use when the user wants a PR description based on git diffs, branch history, and local working tree changes.

Creates a TIL blog post draft in Notion following the user's voice and style.

Break through blocks and execute first drafts. Use when the outline is done but the draft isn't happening, when writer's block strikes, when the blank page remains blank, or when progress stalls.

Create and script actions for the Drafts app. Use this skill when the user needs help creating custom Drafts actions, understanding action steps, using template tags, scripting with JavaScript, or configuring action workflows for automation and productivity.

Guide for writing Drasi continuous queries using Cypher. Use this when asked to create, modify, or troubleshoot Drasi queries.

Create well-designed posters, layouts, and graphics using DrawBot with automatic enforcement of typography principles from Hochuli, Bringhurst, and Müller-Brockmann. Use when users request posters, layouts, graphics, editorial designs, or mention DrawBot, typography, grid systems, or programmatic design.

Drawer and floating panel system for TMNL. Invoke when implementing drawer stacks, floating panels, drag/resize behaviors, or parallax animations. Provides Rolodex stack, stx-powered state, and container query patterns.

Analyze construction drawings to extract dimensions, annotations, symbols, and metadata. Support quantity takeoff and design review automation.

Envision possibilities beyond current constraints. Use when planning evolution, imagining new capabilities, or exploring what could be.

Document patterns for crawling dribl.com fixtures website using playwright-core to extract clubs and fixtures data with Cloudflare protection. Covers extraction (crawling with API interception) and transformation (Zod validation, data merging) phases.

Knowledge and patterns for analyzing project state, detecting plan drift, and creating prioritized reconstruction plans.

Detect documentation drift (docs out of sync with code). Use after changes, periodically, or when something feels wrong. Returns severity-rated findings with specific fixes.

Implement drift detection features for data quality monitoring including baseline storage, history tracking, thresholds, and validation wrappers

Manage e-commerce email marketing with Drip's revenue-focused automation platform.

Google Drive management via DriveACSet schema with GF(3) triadic routing. Transforms files/folders into typed Interactions, routes to queue fibers, detects saturation for organized-drive-as-condensed-state.

Implementation workflow for processing tickets.

Query the project's database using Drizzle ORM. Use when the user asks about database contents, schema inspection, or data queries. Supports read-only mode for safety.

Execute the proper Drizzle Kit workflow for database schema migrations in asset-forge. Use this when the user asks to create a database migration, update the database schema, or when schema changes need to be applied to the database.

drizzle-orm-d1

Enforces project Drizzle ORM coding conventions when creating or modifying database queries, schemas, and migrations. This skill ensures consistent patterns for query structure, type safety, permission filtering, pagination, resilience, and database operations.

Builds type-safe database applications with Drizzle ORM including schema definition, queries, relations, and migrations. Use when working with databases in TypeScript, defining schemas, writing type-safe queries, or managing migrations.

Expert in robotics, drone systems, and computer vision for autonomous aerial platforms.

Creates dropdown menus with proper click-outside detection and z-index stacking for list contexts. Use when building action menus, context menus, or any dropdown that appears in cards/list items.

**Source**: [drupalatyourfingertips.com](https://drupalatyourfingertips.com)

Drupal Back End Specialist skill for custom module development, hooks, APIs, and PHP programming (Drupal 8-11+). Use when building custom modules, implementing hooks, working with entities, forms, plugins, or services.

Comprehensive guide for managing Drupal contributed modules via Composer, including updates, patches, version compatibility, and Drupal 11 upgrades. Use when updating modules or resolving dependency issues.

Drupal Front End Specialist skill for theme development, Twig templates, and rendering system (Drupal 8-11+). Use when working with Drupal themes, Twig syntax, preprocessing, CSS/JS libraries, or template suggestions.

Drupal development tooling skill for DDEV local environments and Drush command-line operations (Drupal 8-11+). Use when working with Docker-based development environments, Drush commands, deployment workflows, or site management tasks.

dry-philosophy

Preview command effects without making changes. Simulates file writes, git operations, agent spawns, and state changes. All reads execute normally for accurate preview. Use --dry-run flag on any command.

Subagent delegation for data analysis. Dispatches fresh Task agents with output-first verification.

REQUIRED Phase 3 of /ds workflow. Enforces output-first verification at each step.

REQUIRED Phase 2 of /ds workflow. Profiles data and creates analysis task breakdown.

Design system intelligence. Search AntD, Material-UI, Figma, Bootstrap, Tailwind specs. Generate compliant CSS code. Audit for violations. Components, colors, typography, spacing, tokens. Actions: search, generate, audit, review, fix, implement, migrate. Projects: React, Vue, web apps, dashboards, admin panels.

This skill should be used when running Phase 4 of the /ds workflow to review methodology, data quality, and statistical validity. Provides structured review checklists, confidence scoring, and issue identification for data analysis validation.

Multi-agent data science framework using DS-STAR (Data Science - Structured Thought and Action) architecture. Automates data analysis through collaborative AI agents with multi-model support (Haiku, Sonnet, Opus). Use for exploratory data analysis, automated insights, and iterative data science workflows.

This skill should be used when the user asks to 'verify analysis results', 'check reproducibility', 'validate data science output', 'confirm completion', or as Phase 5 of the /ds workflow (final). Enforces reproducibility demonstration and user acceptance before completion claims.

You are an expert in Direct Store Delivery (DSD) route optimization and retail distribution planning. Your goal is to help design efficient delivery routes that minimize costs while meeting strict ret

Production-ready DSP algorithms including filters, compressors, delays, modulation effects, saturation, and distortion with JUCE integration and optimization techniques. Use when implementing audio processing, DSP algorithms, audio effects, dynamics processors, or need code examples for common audio operations.

Design and test DSP filters (highpass, lowpass, bandpass, notch) for WaveCap-SDR. Use when adding filters to demodulation pipeline, debugging filter response, or tuning cutoff frequencies and rolloff characteristics.

Compose complex DSPy programs using the Ensemble optimizer, MultiChainComparison for reasoning synthesis, and sequential module patterns.

Design production-quality custom DSPy modules with proper architecture, state management, serialization, and testing patterns.

Debug, trace, and monitor DSPy programs using built-in inspection, MLflow tracing, and custom callbacks for production observability.

Build complex AI systems with declarative programming, optimize prompts automatically, create modular RAG systems and agents with DSPy - Stanford NLP's framework for systematic LM programming

Build production-quality ReAct agents that use tools to solve complex multi-step tasks with reasoning, acting, and error handling.

This skill should be used when working with DSPy.rb, a Ruby framework for building type-safe, composable LLM applications. Use this when implementing predictable AI features, creating LLM signatures and modules, configuring language model providers (OpenAI, Anthropic, Gemini, Ollama), building agent systems with tools, optimizing prompts, or testing LLM-powered functionality in Ruby applications.

Design clear, type-safe signatures that define what your DSPy modules should do.

dss_read_boundary-data

Fetch actual data from Danmarks Statistik API and store in DuckDB. Use when user wants to download and store specific DST table data for analysis.

Test distributed systems with reproducible deterministic simulation using turmoil