spec-metadata
Generates standardized metadata, including git/jj version info and timestamps, for research docs, handoffs, and implementation plans.
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Generates standardized metadata, including git/jj version info and timestamps, for research docs, handoffs, and implementation plans.
Automate macOS applications using the Accessibility API for deterministic UI control, automated testing, and agent-based scripting.
Implements an autonomous, critical self-verification layer for AI agents to validate code quality, security, and requirement alignment before task completion.
Easily configure and add Model Context Protocol (MCP) servers to various AI coding clients like Cursor, Claude, VS Code, and more using an interactive or automated command-line interface.
A structured design and planning tool for Vizro dashboards, enforcing a 3-step workflow (requirements, layout, visualization) to ensure production-ready dashboard development.
Prevents AI hallucination and ensures evidence-based, verifiable outputs when analyzing code, reviewing technical documents, or providing recommendations.
A pre-flight release checklist system to verify build paths, tests, and CI status before tagging, preventing failed deployments and repetitive retagging cycles.
Structured batch manipulation, validation, and reporting for PlantUML sequence diagrams across multiple files.
MCP Gateway design patterns for managing Agent Gateway, Subprocess, and Daemon isolation strategies to optimize context token usage and system performance.
Automated generation of customer-facing App Store 'What's New' release notes by analyzing git commit history since the last version bump.
Reactive UI patterns for remote data fetching, enabling smooth in-place updates, persistent scroll position, and efficient loading state management using the .current property.
Analyze Kubernetes controller code to generate contract-compliant dependency graph artifacts for the Kamera coverage strategy.