Build toward the model the code should have, not the one it currently has. Use when implementing, refactoring, addressing review feedback, deleting stale paths, evaluating tests as contracts, or deciding whether to reshape code instead of fitting into it.
2026-07-02
software-quality-assurance-analysts-and-testers Validate runtime behavior with real end-to-end evidence. Use when a change affects an app, browser surface, API, CLI, workflow, integration, dev server, runtime orchestration, or any user-visible behavior that tests and typechecks alone cannot prove.
2026-07-02
software-quality-assurance-analysts-and-testers Write high-signal automated tests and avoid test theatre. Use when adding, reviewing, deleting, or restructuring unit, integration, property, golden, fixture, or regression tests.
2026-07-02
Ingest a meeting transcript into a markdown wiki -- creating cleaned transcripts, structured meeting notes, person profiles, term stubs, and feature evidence. Use when the user asks to "ingest meeting notes," "process a meeting," "add meeting to wiki," "create meeting notes from transcript," "process Granola notes," or provides a transcript to be turned into wiki content. Works with any domain wiki that follows the markdown content directory pattern.
2026-03-25
Set up a markdown-based wiki knowledge base in a repository. Creates the directory structure, writing guide, AGENTS.md configuration, and initial content templates. Use when the user asks to "set up a wiki," "create a knowledge base," "start a wiki," "initialize wiki content," "set up a second brain," or wants to create a structured markdown content system for learning and research in their project.
2026-03-25
Create deeply researched wiki term entries with web research, practical examples, and cross-references. Use when the user asks to "create a wiki term," "write a term entry," "add a glossary definition," "research a concept," "define this term," or when a meeting ingestion identifies terms to create. Produces comprehensive entries with external citations, worked examples, and detailed breakdowns. Works with any domain wiki using markdown content.
2026-03-25
Convex backend development - queries, mutations, actions, schemas, indexes, realtime subscriptions, optimistic updates, file storage, HTTP endpoints, webhooks, cron jobs, migrations, AI/LLM agents, RAG, security, authentication, authorization, rate limiting, error handling with ConvexError, code review, convex-helpers, custom functions, triggers, row-level security, relationship helpers, Hono, CORS, Zod validation, CRUD, manual pagination, QueryStreams, query caching, sessions, workpool, components, RBAC, audit trails. Use when writing Convex functions, defining schemas, building real-time features, integrating external APIs, handling file uploads, setting up scheduled jobs, performing database migrations, building AI chat interfaces, reviewing Convex code for production readiness, using convex-helpers patterns, or building reusable Convex components.
2026-02-20
Build tables and datagrids with TanStack Table v8. Covers column definitions, row models, sorting, filtering, pagination, grouping, expanding, row selection, column sizing/ordering/pinning/visibility, virtualization, row pinning, faceting, fuzzy filtering, custom features, state management, and rendering. React adapter primary, core API is framework-agnostic. Use when asked to "build a data table", "add sorting to a table", "paginate results", "filter table data", "create a datagrid", "add row selection", "virtualize a large table", or any task involving TanStack Table.
2026-02-20
