Discover Data & AI skills, compare source repositories and read the instructions for each workflow.
Orchestrate complete or partial feature implementation workflow with configurable phases. This skill should be used to run the full workflow (specification → research → plan → implement → test → fix) or specifi...
Critical review and gap analysis skill that can be invoked at any workflow stage. Use to challenge decisions, identify missing specifications, verify coherence, and surface unaddressed questions in CDC, finding...
Guide iterative specification and CDC (Cahier Des Charges) creation through deep questioning, context analysis, and proactive proposals. Use this skill BEFORE feature-research to clarify requirements, identify...
Implement feature steps using git worktrees, build and test adaptively, update implementation plan, and generate test plans. This skill should be used when ready to implement one or more steps from an implement...
Generate intelligent, non-redundant test plans based on implementation changes. This skill should be used after implementing features to create comprehensive yet efficient test plans with proper coverage across...
Fix failing tests based on failure reports, verify fixes, and iterate until all tests pass. This skill should be used after test-executor generates failure reports, providing systematic debugging and fixing str...
This skill should be used when the user asks "how did we solve this before", "what was the decision about X", "have we done this before", "what do you remember about", "check your memory", or when searching for...
This skill should be used when choosing between implementation approaches, making architectural decisions, selecting libraries or patterns, debugging complex issues, refactoring code, or making any significant...
Build production-ready Rust backend APIs with Axum framework. Covers router composition, state management, extractors, middleware (auth, tracing), error handling with IntoResponse, and graceful shutdown. Use wh...
Debug Rust ownership, borrowing, and lifetime errors. Use when encountering borrow checker errors (E0382, E0502, E0597, etc.) or when code won't compile due to ownership issues.
Guides Rust backend test development with testcontainers, mockall, and axum-test. Use when writing integration tests, mocking dependencies, testing HTTP handlers, or setting up test infrastructure for Axum/SQLx...
Provides API design patterns for Rust backends including request validation with validator, OpenAPI documentation with utoipa, and SwaggerUI integration. Use when building REST APIs with Axum, adding request va...
Implements database integration patterns for Rust backends using SQLx and SeaORM. Use when setting up database connections, writing queries, defining entities, managing migrations, or configuring connection poo...
Build distinctive, production-grade frontend interfaces with high design quality. Use when building web components, pages, dashboards, React components, HTML/CSS layouts, or styling/beautifying any web UI. Avoi...
Implements authentication and authorization for Rust backend services using JWT, password hashing, sessions, and middleware patterns. Use when building auth systems, implementing login/logout, protecting routes...
Creates comprehensive GitHub project documentation including README, CONTRIBUTING, CODE_OF_CONDUCT, CHANGELOG, architecture docs, and API documentation. Analyzes codebase to generate accurate, well-styled docum...
Search your conversation history using ripgrep. Use when you need to find previous messages, file edits, tool calls, or decisions from earlier in the session.
Improves the RAG (Retrieval-Augmented Generation) chatbot for the Physical AI & Humanoid Robotics textbook with strict grounding, citation requirements, and performance optimization.
Takes a concise statement, bullet point, or short summary and expands it into a paragraph or section, enriching the content with relevant information and context.
Handles user authentication, profile management, and personalized features using BetterAuth for the Physical AI & Humanoid Robotics textbook.
Translates educational content about Physical AI and Humanoid Robotics from English to Urdu with technical accuracy and cultural appropriateness.
Writes an engaging introductory paragraph or section for a book or chapter based on a provided topic or outline.
Generates an outline for a book chapter or section based on a given topic or summary.
Provides specialized knowledge and content creation for Physical AI and Humanoid Robotics topics with focus on accuracy and peer-reviewed sources.
The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.