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Implementation work often ships without tests that prove behavior. This skill guides Claude, Codex, and Claude Code through strict test-first development.

Retirement plan research often requires matching sponsors, filings, and service providers across source records. This skill queries PlanProvider.Pro and returns grounded results with canonical links.

Many interfaces feel safe, flat, or generic. Bolder gives Claude, Codex, and Claude Code a structured way to add impact while preserving usability.

Advanced interface effects can misfire without design context and performance checks. Overdrive guides agents to propose, build, and verify polished frontend enhancements.

Code changes can introduce defects that broad summaries or style checks miss. This skill performs a read-only review and reports concrete findings by priority.

AI client setup often fails because tools expect different base URL and protocol formats. This skill selects the correct RouteMux endpoint and verifies access.

Persistent Azure AI agents require careful setup across authentication, tools, threads, and response handling. This skill provides focused Python patterns for each workflow.

Coordinating several local CLI agents manually makes task assignment, monitoring, and scheduling difficult. This skill provides tmux-based commands for starting, assigning, and observing agents.

AI agent projects often lack a structured path from architecture through evaluation. This workflow organizes design, implementation, orchestration, tools, memory, and testing into seven phases.

Production AI systems require reliable retrieval, orchestration, safety, monitoring, and cost controls. This skill provides structured engineering guidance across the complete LLM application lifecycle.

Teams need a clear path from AI idea to deployable system. This skill organizes LLM, RAG, agent, MLOps, observability, and security work.

Complex AI projects often need several skills, checkpoints, and validation steps. This skill guides Claude, Codex, and Claude Code through structured Antigravity workflows.