Use for executing and enforcing governance tooling (artifact generation/validation/CI policy checks), including startup declaration checks, project-index sync checks, and…
Use for selecting and enforcing the right process level across skills via deterministic risk scoring, mode-based gates, critical overrides, break-glass controls, ownership, and…
Use for designing and maintaining repository file structure for clarity, modularity, discoverability, and low-duplication across app and documentation surfaces.
Use for deterministic shell automation and setup tasks (for example environment bootstrap, service orchestration, batch file operations, and repeatable local command pipelines…
Use for building and maintaining compact chat/session indexes (`docs/chat-history-index.md`) so long conversations can be queried precisely without re-reading broad transcript…
Use for building or reviewing UI design quality using principles synthesized from trusted UX sources (Apple HIG, Google Material, MIT HCI, Nielsen heuristics, WCAG).
Use for planning and executing code changes with strict regression controls, including risk scoring, test impact analysis, compatibility checks, release gates, and rollback…
Use for reordering requested steps into dependency-correct execution order, ensuring optimal and safe operations regardless of the order instructions were provided.
Use for planning and implementing features with strong end-user orientation by identifying expected core capabilities, practical nice-to-haves, and scope-safe enhancements that…
Use for creating or updating `user-instructions.md` in each repository to track user directives, implementation status, owners, evidence, and last-updated timestamps with a…
Use for recurring backup-restore validation and disaster-recovery simulation, including restore runbooks, drill frequency, pass/fail gates, evidence capture, and remediation…
Use for converting ambiguous requests into explicit implementation contracts via assumptions, acceptance criteria, non-goals, constraints, and scope boundaries before major…
Automatic documentation updates after task completion. Use when: (1) completing tasks, (2) adding features, (3) fixing bugs, (4) refactoring code.
Use for minimizing token usage while preserving quality, through strict context filtering, indexed history retrieval, concise reasoning formats, output budgeting, and low-overhead…
Use for continuous maintenance of repository files with emphasis on correctness, factual accuracy, freshness, consistency, and duplicate/stale file prevention.
Use for frontend UI/UX work that should follow the Spatial Canvas paradigm: no-scrollbar viewport framing, flat root-level navigation, one-click home anchor, minimal click depth,…
Use for any request to review, rate, score, assess, evaluate, grade, benchmark, or otherwise judge quality; applies a custom weighted scoring model with multiple checks per…
Use for implementing and enforcing project backup safety, including mandatory backup scripts or scheduled backups, restore verification, retention policies, and pre-change backup…
Use for browser or GUI automation tasks that require iterative scripts, runtime adaptation, and debugging loops (for example dynamic scraping, authenticated web flows, CAPTCHA…
Use for implementing or amending unit tests and Playwright tests when features or behavior change, ensuring updates are validated with robust, maintainable test coverage.