IDE & Editors

Expert at writing high-quality documentation for code, APIs, and projects. Auto-invokes when generating docstrings, creating README files, writing API documentation, adding code comments, or producing any technical documentation. Provides language-specific templates and best practices for effective documentation writing.

Find, summarize, and curate developer resources from the Cardano.Build index (https://cardano.build/). Use this when the user asks for Cardano developer starting points, tools, libraries, tutorials, SSI/identity, infrastructure, APIs, or “where do I start” type guidance. Focus on build-related material (not price/markets). Produce concise, categorized results with links and short rationales. Prefer official docs and recent, maintained resources.

This skill should be used when the user asks to "debug backend tests", "fix pytest failures", "analyze Python errors", "fix FastAPI bugs", or mentions keywords like "pytest", "IntegrityError", "ValidationError", "SQLAlchemy", "FastAPI". It provides the complete bugfix workflow knowledge including error classification, confidence scoring, and TDD best practices for Python/FastAPI backends.

Guide for using code execution capabilities to perform parallel batch processing, conditional filtering, and data aggregation. This skill should be used when agents need to analyze multiple files efficiently, validate large result sets, aggregate data from multiple sources, or reduce token consumption through execution-based filtering. Provides reusable templates for quota-aware workflows, error handling patterns, and token-efficient data processing.

Analyzes meeting transcripts and recordings to uncover behavioral patterns, communication insights, and actionable feedback. Identifies when you avoid conflict, use filler words, dominate conversations, or miss opportunities to listen. Perfect for professionals seeking to improve their communication and leadership skills.

For use when a new issue/task has been identified and needs to be formally captured using the Wrangler MCP issue management system. Use this skill to create new issues via the issues_create MCP tool with appropriate metadata and structured content.

Expert system for reviewing utility patent applications against USPTO MPEP guidelines.

Analyze the protocol layer between agent harness and LLM model. Use when (1) understanding message wire formats and API contracts, (2) examining tool call encoding/decoding mechanisms, (3) evaluating streaming protocols and partial response handling, (4) identifying agentic chat primitives (system prompts, scratchpads, interrupts), (5) comparing multi-provider abstraction strategies, or (6) understanding how frameworks translate between native LLM APIs and internal representations.

Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Factory's capabilities with specialized knowledge, workflows, or tool integrations. | Sử dụng khi: tạo skill mới, custom skill, skill template.

Comprehensive frontend development guide covering HTML, CSS, JavaScript, TypeScript, React, Vue, Angular, and modern web technologies. Use when working on frontend development, web applications, or UI/UX implementation.

Specialized editor for Whole knowledge architecture - Vietnamese-English bilingual documentation. Use when: (1) Editing content in Whole docs, (2) Expanding domain/function concepts, (3) Adding new concepts with 4-point descriptions, (4) Updating cross-references, (5) Resolving duplicate concepts, (6) Maintaining bilingual format integrity.

Autonomous workflow to analyze build errors, identify fixes from the Knowledge Graph, and apply them to restore the build.

You MUST use this when reviewing completed sermons, Bible teachings, or theological content. Use when users ask you to evaluate, critique, or assess biblical faithfulness of teaching material. Acts as a skeptical reviewer testing claims against Scripture.

Generate thumbnails from images with smart cropping, multiple sizes, and batch processing. Ideal for web galleries, social media, and app icons.

This skill should be used when generating images for educational content. It provides multi-turn reasoning partnership methodology with Gemini for professional quality visual generation.

This skill should be used when the user asks to "configure esp32-s3-box-3", "set up box-3", "create box-3 voice assistant", "display lambda on box-3", "configure ili9xxx display", "set up gt911 touch", "configure i2s audio", "es7210 microphone", "es8311 speaker", "box-3 audio pipeline", or mentions error messages like "I2S DMA buffer error", "Touch not responding", "Display flicker", "Audio popping", "PSRAM not detected". Provides complete ESP32-S3-BOX-3 hardware templates, display lambda cookbook, touch patterns, and voice assistant configurations.

Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.

Explore ideas, validate concepts, and research broadly across technical, business, and market domains. Preliminary phase before discussion-specification-plan-implement-review workflow. Use when: (1) User has a new idea to explore, (2) Need to research a topic deeply, (3) Validating feasibility - technical, business, or market, (4) Learning and exploration without necessarily building anything, (5) User says 'research this' or 'explore this idea', (6) Brain dumping early thoughts before formal discussion. Creates research documents in docs/workflow/research/ that may seed the technical-discussion phase.

Use when analyzing YouTube videos for research, learning, or understanding how content relates to a project - downloads transcripts with yt-dlp, chunks long content, and provides context-aware analysis

Complete PRD (Product Requirements Document) creation workflow that guides users from initial idea to implementation-ready specification using the integrated toolset in this repository. Handles everything from brainstorming and market analysis to technical requirements and team coordination.