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Prisma ORM for Type-Safe Database Interactions
This skill guides the correct implementation of Prisma ORM, ensuring proper type safety and usage of generated clients and enums within a TypeScript environment. It facilitates robust database interactions with PostgreSQL.
Automated Pull Request Review Comment Resolution
This skill establishes a background loop to continuously monitor a specified Pull Request for new review comments. It automatically evaluates suggestions, replies to comments, and manages the resolution process until all review feedback is …
Automate Cursor Rule Creation and Symlinking
Automates the generation of Cursor rule files and their corresponding symlinks within the .cursor/rules/ directory. It supports both repository-wide and submodule-specific rule creation using standardised templates for persistent AI guidanc…
Manage and debug cross-repository error reports
This skill provides comprehensive error management by checking pending error reports across local and sibling repositories. It also manages an automated watcher process, allowing developers to start, stop, and monitor the error debugging au…
Automated PR Review and Comment Resolution Loop
This skill automates the entire PR lifecycle, starting with an initial code review and fixing findings, followed by committing and creating the PR. It then enters an iterative loop, fetching and automatically addressing all code review comm…
Request-scoped logging pattern for backend applications
Implements a centralized, request-scoped logging pattern using middleware wrappers for API routes, server actions, and helper functions. This ensures automatic log enrichment with critical context such as request IDs, user IDs, and specific…
Orchestrates full software release lifecycle management
This skill orchestrates the entire software release lifecycle, from initial planning and dependency graph generation to execution scheduling and cross-feature integration testing. It manages complex workflows, including pre-mortem analysis …
Guidelines for Robust LLM Integration
This skill outlines best practices for implementing Language Model functionality, focusing on structured code patterns, mandatory Zod schema validation, and robust error handling. It guides developers on separating system and user prompts w…
Create interactive client-side feature prototypes
This skill generates a fully interactive, client-side prototype for a given feature unit, using existing specifications and configuration. It includes mocked API fixtures and components, ensuring the prototype is runnable and testable befor…
Guidelines for LLM Testing and Development
Provides comprehensive guidelines for developing robust tests for LLM-related functionality. It advises developers on fixture usage, particularly regarding model and provider selection, ensuring tests remain flexible.
Create structured development plans in Neotoma
This skill guides the user through a comprehensive workflow to define and store a new plan entity within Neotoma. It systematically collects required fields, performs an alignment check, and establishes necessary relationships before persis…
Full-stack workflow for data fetching and mutations
This pattern guides developers through building robust features by combining GET API routes for data retrieval, Server Actions for secure mutations, SWR for client-side caching, and React Hook Form with Zod for validation. It provides a str…
Structured Git Committing for Submodules and Repos
This skill automates complex commit workflows across a main repository and its submodules. It supports targeted commits (repo-only or single submodule) or full commits, ensuring all commit messages adhere to a mandatory, detailed analysis f…
Structured analysis of recent code changes
This skill provides a comprehensive, multi-point review of recent code modifications, offering structured summaries, file breakdowns, and detailed security and risk assessments. It is ideal for ensuring code quality by flagging potential vu…
Manage environment variables across the project
This skill outlines the structured process for integrating environment variables, ensuring proper definition and scope management for both server-side and client-side contexts within the monorepo structure.
E2E Flow Test Execution and Debugging
Execute and debug end-to-end flow tests, including monitoring test status and analysing Axiom logs for failure investigation.
Comparative project and market analysis skill
This skill performs systematic competitive and partnership analysis by comparing a target project or content resource against the foundational context of all internal repositories. It utilizes web scraping and structured frameworks to gener…
Automates Git workflow and PR creation
This skill manages the complete Git workflow, automatically creating feature or fix branches, committing staged or unstaged changes, and finally submitting a pull request using the GitHub CLI. It enforces critical rules regarding PII exclus…
Cloud Development Environment Setup and Management
Provides instructions for configuring and running a Next.js development environment including PostgreSQL, Redis, and Google OAuth emulation using Docker. It covers service orchestration, database migrations, and environment variable configu…
Refines code for clarity and maintainability
This skill refines recently modified code to enhance clarity and maintainability without altering its functional output. It applies project conventions and best practices, focusing on readability and reducing unnecessary complexity while st…
Automated Changelog Generation for Open Source
This skill outlines a structured process for generating user-facing changelog entries by analyzing merged PRs, identifying thematic headlines, and managing the regeneration of the main documentation file. It ensures documentation remains fo…
CLI for Advanced Browser Automation and Testing
This CLI enables agents to programmatically interact with websites using the Chrome DevTools Protocol (CDP). It supports full web automation, including element snapshotting, complex authentication flows, and robust command chaining for reli…
Automated GitHub PR Comment Resolution and Review
This tool automates the resolution of active GitHub Pull Request comments, handling both general conversation and inline code reviews. It uses the GitHub CLI to triage, reply to, and ultimately resolve review threads based on expert judgmen…
Foundational AI Project Context Manager
This tool manages the Foundational AI-context Format (.faf), providing a persistent, machine-readable "Project DNA" for ensuring universal context across various AI assistants. It allows developers to automatically score project AI-readines…