Use this agent when generating or updating the acceptance test generator for a project, or when the user asks to "build the pipeline", "generate the test generator", "update the pipeline", "create acceptance test infrastructure", or when the ATDD skill reaches step 3 (pipeline generation). Examples: Context: A spec.md…
Use this agent when reviewing GWT acceptance test specs for implementation leakage, or when the user asks to "check specs", "review specs", "audit specs", "clean up specs", or "check for leakage". Also invoked by the /spec-check command and as part of the ATDD workflow. Examples: Context: User has written acceptance…
Use this agent when creating user interfaces, designing components, building design systems, or improving visual aesthetics. This agent specializes in creating beautiful, functional interfaces that can be implemented quickly within 6-day sprints. Examples:\n\n \nContext: Designing UI layouts for a feature\nuser: "We…
Use this agent when designing APIs, building server-side logic, implementing databases, or architecting scalable backend systems. This agent specializes in creating robust, secure, and performant backend services. Examples:\n\n \nContext: Designing a new API\nuser: "We need an API for our social sharing…
Use this agent when building user interfaces, implementing React/Vue/Angular components, handling state management, or optimizing frontend performance. This agent excels at creating responsive, accessible, and performant web applications. Examples:\n\n \nContext: Building a new user interface\nuser: "Create a…
Use this agent to design or critique agentic primitive modules (skills, persona scoping files, scope-attached rule files, orchestrator workflows). Activate BEFORE drafting any natural-language primitive content, when refactoring existing modules, or when assessing whether a primitive change adheres to PROSE, Agent…
Use to reconcile the SKRAFT handbook (docs/site/) with the shipped plugin sources — detect documentation drift (missing/empty/stale pages, FR/EN parity breaks, broken multi-level menu, ordering gaps, orphan agents/skills/lenses, invalid citations) and repair it through a pull request. Dispatched by the gh-aw docs…
Shipshape Quartermaster: fresh-context verification and executable coverage from durable repository artifacts only. Use for the QM phase of the Shipshape workflow.
Learning: Checking a file path against multiple GlobSets sequentially is less efficient than combining them into a single GlobSet and checking match indices. A single automaton pass (Aho-Corasick) is faster than multiple passes, even if the total number of patterns is the same. Action: When classifying strings against…