Refine Harness Engineering artifacts, plans, specs, or work into clearer action plans. Use when users ask for tightening, simplification, or lifecycle repair.
Answers questions about, retrieves safe excerpts from, explains concepts from, and summarizes key arguments in Birgitta Böckeler's talk \"State of Play: AI Coding Assistants\" (AI…
Use when the user asks about Christopher Batey's talk 'Building Product Teams in the Age of AI: What We Had to Relearn Every Quarter' (Latent Space, 2026) — including questions…
Analyze repo, tracker, PR, validation, session, and .harness evidence. Use when multi-stage Harness Engineering work needs safe resume routing.
Create, validate, and repair Project Brain .harness memory files when setting up Project Brain, saving repo learnings, recording decisions, or preserving quality rules.
Explains Paul Stack's architecture-first AI workflow and helps create safe design artifacts: intent documents, architecture constraints, planner/reviewer loops, UAT criteria, and…
Provides detailed answers, conceptual explanations, workflow guidance, and framework-based analysis about Edouard Maleix's talk \"How AI-First Dev Teams Build Collective…
Review and triage file-based `todos/` findings into ready, skipped, or revised states before execution.
Design or implement production-ready frontend screens and components. Use this skill when UI build, redesign, accessibility, layout, or state coverage is needed.
Generate route-aware Open Graph image workflows from existing web apps. Use this skill when route-specific social preview assets need refresh or creation.
Build safe Oak Curriculum API learning flows. Use this skill when Oak endpoints, curriculum maps, or child-facing Apps SDK guidance are needed.
Create and maintain an LLM-managed markdown wiki that incrementally compiles source material into a persistent, queryable knowledge base; use this skill when users ask for…
Use this skill to analyze underspecified requests through a short interview and surface missing tradeoffs, assumptions, and approval gates before implementation when a prompt is…