AI Engineering

Create Teammate distills a colleague into an AI skill using Slack, GitHub, email, and docs. Use it to capture tribal knowledge, generate a work style and persona, and update the teammate as new context arrives.

AWS Well-Architected Review evaluates AWS workloads against the Well-Architected Framework using code, IaC, and configuration evidence. It is used to assess risks, document gaps, and prioritize remediation across the six pillars.

WAFR Facilitator helps a human run a conversational Well-Architected Framework Review by generating tailored questions, follow-ups, and risk notes for a specific workload. It is used to prepare for or guide live customer discussions.

Well-Architected Builder helps developers understand AWS Well-Architected best practices for a workload and produce annotated diagrams, decision trees, and improvement roadmaps. Use it when you need guided WA learning or commit-ready visual artifacts for architectural decisions.

Add Benchmark creates a new SWE benchmark task from a real GitHub bug fix. It validates the issue or PR, generates the task and patch files, and reports verification results.

Lumen Doctor runs a health check on the bundled Lumen semantic search setup for the current project. It verifies backend reachability, checks index freshness, and summarizes storage and remediation steps.

Lumen Reindex refreshes or rebuilds the bundled Lumen index for the current project. Use it to report index status, seed stale indexes, or run a clean rebuild when explicitly requested.

Create A New Skill walks you through building a Claude Code skill with /skill-builder, from framing the request to writing the skill files and review notes. Use it when you want to add a deterministic skill to an existing or new plugin.

Design An API defines the contract for an API or interface change inside one codebase. Use it when you need to shape props, signatures, parameters, payloads, or module boundaries without writing code.

OpenMA lets you build, deploy, and manage AI agents with CLI commands and an HTTP API. Use it to create agents, start sessions, configure environments, model cards, vaults, skills, and MCP connections.

OpenMA Agent Creator helps users create and configure managed AI agents through conversation. Use it when someone wants to build an agent, ask about the platform, use the CLI, or configure resources.

Efficient Execution reduces token waste and task time by choosing the simplest tool that can complete each step. Use it when planning or carrying out agent tasks that benefit from one-shot actions and minimal tool escalation.