Perform targeted web research by defining the question, prioritizing primary sources, capturing evidence in a table, and producing a cited, decision-oriented summary.
1
AI 88
sync-db-schema-from-code
willyu10073/11/2026
Apply schema changes from repo SSOT (prisma/schema.prisma) to a target DB via Prisma migrations, with diff preview + approval gate; then refresh LLM context (docs/context/db/schema.json).
1
AI 85
ui-feature-delivery
willyu10073/11/2026
Implement React UI features using the data-ui contract system and Tailwind B1 (layout-only), including interface/data contract design, evidence capture in .ai/.tmp/ui/<run-id>/, and mandatory governan...
1
AI 82
validate-backend-inputs
willyu10073/11/2026
Validate backend HTTP inputs (params, query, body) with schemas and return consistent 4xx errors for invalid requests.
1
AI 78
project-status-reporter
willyu10073/11/2026
Read-only progress reporter. Produces a structured status snapshot from existing project/task artifacts (project hub + dev-docs), can include semantic focus extracted from LLM-authored feature briefs,...
1
AI 78
instrument-backend-observability
willyu10072/20/2026
Instrument backend services with logging, error tracking, metrics, and tracing to diagnose failures and performance issues.
0
AI 95
git-commit-conventions
willyu10072/20/2026
Apply consistent Git conventions for commits, branches, and pull requests - covers commit message format, branch naming, and PR best practices.
0
AI 95
sync-db-schema-from-code
willyu10072/21/2026
Sync database schema from project code to a remote DB (PostgreSQL/MySQL/SQLite) using Prisma (default migrate) or SQLAlchemy/Alembic; includes diff preview and approval gates.
0
AI 94
documentation-guidelines
willyu10072/19/2026
Apply LLM-first documentation standards when writing or reviewing docs - covers structure, semantic precision, token efficiency, and verification.
0
AI 94
git-commit-conventions
willyu10072/19/2026
Apply consistent Git conventions for commits, branches, and pull requests - covers commit message format, branch naming, and PR best practices.
0
AI 94
documentation-guidelines
willyu10072/20/2026
Apply LLM-first documentation standards when writing or reviewing docs - covers structure, semantic precision, token efficiency, and verification.
0
AI 93
documentation-guidelines
willyu10073/14/2026
Apply LLM-first documentation standards when writing or reviewing docs - covers structure, semantic precision, token efficiency, and verification.
0
AI 92
generate-skills-from-knowledge
willyu10072/20/2026
Turn one or more knowledge documents into a provider-agnostic Agent Skills bundle (SKILL.md + examples/templates), using a plan -> apply -> lint workflow.
0
AI 92
review-code-architecture
willyu10072/20/2026
Review code changes for architectural consistency, correctness risks, security/performance concerns, and verification gaps; produce a prioritized, actionable review report.
0
AI 92
build-service-and-repository-layers
willyu10072/28/2026
Build backend service and repository layers to isolate business logic from persistence and improve testability.
0
AI 91
design-layered-backend-architecture
willyu10073/2/2026
Design or review a layered backend architecture (routes, controllers, services, repositories) for HTTP APIs and microservices.
0
AI 90
apply-frontend-common-patterns
willyu10073/2/2026
Apply common frontend patterns (React hooks, memoization, callbacks, derived state, controlled inputs) to keep UI predictable and performant.
0
AI 90
implement-backend-routing-and-controllers
willyu10072/28/2026
Implement or refactor backend HTTP routing and controllers using a layered pattern (routes delegate, controllers validate and call services).
