Guide visual and interaction design from the person, moment, and subject, with composable guidance for artifacts and creative directions. Use when creating or restyling a page, app, document, presentation, graphic, or prototype, or choosing how it should look…
Manifest builder. Turns shared understanding into a verifiable Manifest with Deliverables, Acceptance Criteria, Global Invariants, and an Initial Approach. Use when planning features, scoping refactors, debugging complex issues, or when the user asks to…
Manifest executor. Reads a Manifest and pursues it with full autonomy: reach a state where every Acceptance Criterion and Global Invariant holds, deciding for itself how to get there. Use when executing a manifest, running a plan, implementing a defined task,…
Review a change along one specific quality dimension — bugs, design, simplicity, maintainability, testability, test quality, type safety, contracts, operational readiness, docs, prose value, change intent, defect-class completeness after a fix, or…
Called by review-pr after its reviewer fleet and judgment pass return: consolidates their findings against the PR's history into the set of comments worth posting — pruning what the PR already covers, merging duplicates, subordinating defects under premise…
Called by review-pr in both of its modes: the whole-PR premise check that asks whether a change earns its keep against the pain it solves, firing only on concrete evidence and returning non-blocking author-facing questions, one per root, with no severity. Not…
Autonomous PR review that posts high-signal, human-voiced comments under your account. Use when reviewing someone else's PR or your own manifest-driven PR, when you want a precision-tuned review you can walk away from, or when the user asks to review a PR,…
Figure things out together — any topic, problem, or idea. Presses relentlessly until shared understanding is reached. Use when understanding is the deliverable rather than a preamble to acting, when figuring it out is the goal, or when the user asks to think…