AI Engineering

Searches public repositories for SKILL.md files, classifies projects by archetype, and extracts transferable processes, plugin ideas, and procedural insights for the babysitter process library. Use when exploring external workflows, discovering new skills, or surveying the skill landscape.

Atlas turns a stated need into a real systems atlas by scanning Azure, git repos, and local directories, then enriching the findings with an Atlas knowledge graph. Use it to inventory systems, mine processes or data, and collect real constraints or gotchas.

Atlas Graph Query provides reference commands for searching and inspecting the Atlas knowledge graph through MCP tools. Use it after scanning real sources when you need comparison context, node lookups, neighbors, kinds, clusters, stats, or wiki pages.

Babysit orchestrates structured tasks through the Babysitter SDK and run lifecycle. Use it when a task needs explicit process steps, loops, or an orchestrated run.

Streaming Progress emits formatted progress events with timestamps, stage data, and completion percentages for UI streaming. Use it when an execution stage needs machine-readable updates and a human-readable summary.

Feature Intake parses feature descriptions, images, and screenshots into structured requirements. Use it to extract requirements, classify feature type, estimate complexity, and draft acceptance criteria.

Integrate Harness adds a production-quality adapter for a new CLI-based coding agent. Use it when adding adapter scaffolding, session parsing, auth detection, hooks or plugins wiring, tests, and docs.

Planning Patterns provides a structured method for researching, brainstorming, and turning requests into phased plans. Use it before execution when you need alternatives, risks, acceptance criteria, and a handoff plan for building.

Scaffold new babysitter process definitions following SDK patterns and best practices. Guides a 3-phase workflow from research to implementation.

Move a small project from a quick technical specification through story-by-story implementation, tests, and scored code review with BMAD Quick Flow.

Blog Audio generates audio narration of blog posts using Google Gemini TTS. It supports summary narration, full article read-aloud, and two-speaker podcast/dialogue mode with 30 voices and MP3 output.

Blog Image generates and edits blog images like hero images, inline illustrations, social cards, and OG images using Gemini via MCP. It supports six domain modes and falls back gracefully when MCP is unavailable.