Documentation

Write docstrings for PyTorch functions and methods following PyTorch conventions. Use when writing or updating docstrings in PyTorch code.

Guide users through creating Agent Skills for Claude Code. Use when the user wants to create, write, author, or design a new Skill, or needs help with SKILL.md files, frontmatter, or skill structure.

This skill documents how to create user-configurable Claude Code plugins using .local.md files with YAML frontmatter. It provides bash utilities for parsing settings files and examples of hooks that adapt their behavior based on project-specific configuration.

A comprehensive guide for creating skills in Claude Code plugins. It covers skill anatomy, progressive disclosure principles, writing style requirements, and provides step-by-step workflows for planning, creating, validating, and iterating on skills.

This skill provides comprehensive guidance for creating effective Claude Code skills. It includes scripts to initialize new skill directories with proper templates, validate skill structure and frontmatter, and package skills into distributable .skill files. The skill also documents best practices for skill design including progressive disclosure patterns and resource organization.

Migrate prompts and code from Claude Sonnet 4.0, Sonnet 4.5, or Opus 4.1 to Opus 4.5. Use when the user wants to update their codebase, prompts, or API calls to use Opus 4.5. Handles model string updates and prompt adjustments for known Opus 4.5 behavioral differences. Does NOT migrate Haiku 4.5.

Guides the creation of well-structured Claude Code skills by applying Test-Driven Development principles to documentation. Includes templates for SKILL.md structure, testing methodologies using subagents with pressure scenarios, and optimization techniques for skill discovery (Claude Search Optimization).

A project-specific documentation skill that provides architecture overview, file structure guidance, code patterns for FastAPI and Next.js, testing requirements, and deployment workflows. It serves as a reference template for developers working on similar tech stacks with Supabase, Claude AI integration, and Google Cloud Run deployment.

This skill provides a conceptual framework for progressively refining context retrieval in multi-agent workflows. It describes a 4-phase DISPATCH-EVALUATE-REFINE-LOOP pattern to solve the 'subagent context problem' where agents don't know what context they need until they start working.

A comprehensive reference guide for Go (Golang) development that covers idiomatic patterns, error handling, concurrency, interface design, package organization, and performance optimization. It serves as a best practices companion when writing, reviewing, or refactoring Go code.

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.).

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.

Audit an Anthropic Cookbook notebook based on a rubric. Use whenever a notebook review or audit is requested.

Applies the STRIDE methodology (Spoofing, Tampering, Repudiation, Information Disclosure, Denial of Service, Elevation of Privilege) to systematically identify security threats. Provides templates for threat model documents, Python code examples for building automated analysis tools, and guidance for conducting threat modeling sessions.

This skill helps teams create and maintain Architecture Decision Records (ADRs) - structured documents that capture the context, rationale, and consequences of significant technical decisions. It provides multiple templates (MADR, lightweight, Y-statement, deprecation, RFC-style), directory structure recommendations, review checklists, and integration with adr-tools CLI.

A comprehensive TypeScript reference skill that teaches advanced type system concepts including generics, conditional types, mapped types, template literal types, and utility types. It provides code examples and best practices for building type-safe applications without executing any code.

A comprehensive guide for designing REST and GraphQL APIs with best practices. Includes production-ready FastAPI templates, GraphQL schema patterns, pagination strategies, error handling conventions, and detailed checklists for pre-implementation review.

A comprehensive reference guide for Python asynchronous programming. Covers asyncio fundamentals, coroutines, tasks, async context managers, producer-consumer patterns, rate limiting with semaphores, and real-world examples including web scraping with aiohttp, async database operations, and WebSocket servers.

Conductor is a Context-Driven Development plugin that organizes software projects through structured documentation and workflows. It creates and maintains product vision, tech stack, and workflow artifacts while guiding implementation through specification-first, TDD-based development with git-aware progress tracking and semantic reversion capabilities.

This skill helps teams document technical decisions using Architecture Decision Records (ADRs), automate changelog generation from commits, and create OpenAPI specifications for APIs. It provides templates, best practices, and reference examples without executing any code directly.

Automatically creates user-facing changelogs from git commits by analyzing commit history, categorizing changes, and transforming technical commits into clear, customer-friendly release notes. Turns hours of manual changelog writing into minutes of automated generation.

Improves the quality of images, especially screenshots, by enhancing resolution, sharpness, and clarity. Perfect for preparing images for presentations, documentation, or social media posts.

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.).

Use when you have a spec or requirements for a multi-step task, before touching code

Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technical rigor and verification, not performative agreement or blind implementation

This skill provides comprehensive documentation for integrating with the LatchBio platform for bioinformatics workflows. It covers workflow creation using Python decorators, cloud data management with LatchFile/LatchDir, resource configuration for CPU/GPU tasks, and pre-built verified workflows like AlphaFold and DESeq2. No code is executed - it serves as a reference guide.

This skill provides comprehensive LaTeX templates, formatting requirements, and submission guidelines for major scientific publication venues including Nature, Science, Cell, IEEE, ACM, NeurIPS, NSF, and NIH. It includes helper scripts to search templates, customize them with author information, and validate document formatting against venue specifications.

Generates comprehensive medical treatment plans in LaTeX/PDF format across clinical specialties including general medicine, rehabilitation, mental health, chronic disease management, perioperative care, and pain management. Includes SMART goal frameworks, evidence-based intervention templates, regulatory compliance (HIPAA), and validation tools for quality assurance.

A comprehensive research grant writing skill that provides agency-specific guidance for NSF, NIH, DOE, DARPA, and Taiwan NSTC proposals. Includes templates for specific aims, project summaries, budget justifications, and broader impacts, along with utility scripts for compliance checking and deadline tracking.

A comprehensive skill for creating professional research posters in LaTeX using beamerposter, tikzposter, or baposter packages. It provides templates, design principles, layout guides, and a PDF quality review script to help produce publication-quality academic posters for conferences and presentations.