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verifying-changes
by BuilderIO
Concrete, per-area proof that a change actually works before reporting it fixed, done, or "should work now" — which dev server, test command, or invocation proves a template UI change, an action, a migration, a guard, or a core/package change. Use before every wrap-up, and before stopping mid-task to ask permission instead of continuing.
chat-first-workbench
by BuilderIO
Implement or extend the opt-in Codex/T3-like chat-first shell. Use when changing chat rails, contextual app panes, app opening, or local/mobile shell preferences across Electron, Dispatch, or mobile.
qa
by BuilderIO
Autonomous multi-app QA sweep that drives template apps with Playwright MCP. Use only when the user explicitly runs /qa or asks for an end-to-end QA sweep. Do not load it for ordinary feature work, single-page checks, or one-off bug fixes.
voice-transcription
by BuilderIO
Framework-wide voice dictation in the agent sidebar composer. Use when changing composer microphone UX, the transcribe-voice route, or the Voice Transcription settings section. Covers transcription-source routing, cleanup routing, Google realtime gating, and the voice transcription application-state keys.
client-methods
by BuilderIO
Client method surface rules. Use when wiring browser/client code to actions, application state, framework routes, app APIs, uploads, auth, or settings.
visual-recap
by BuilderIO
Turn a PR, branch, commit, or git diff into an interactive visual recap with diagrams, file maps, API/schema summaries, annotated diffs, and focused review notes.
context-xray
by BuilderIO
Inspect and manage the live agent context window with Context X-Ray. Use when context is getting large, the user asks what is in context, or stale tool results/files should be pinned, evicted, restored, or reported by an external host.
native-navigation
by BuilderIO
Use when adding or reviewing UI navigation so internal routes preserve normal SPA behavior plus Cmd/Ctrl-click and middle-click new-tab semantics.
design-exploration
by BuilderIO
Use Design for UI/UX exploration, side-by-side design directions, interactive prototype previews, user selection, iteration, and design-to-code handoff through the hosted Design MCP app.
audit-log
by BuilderIO
Durable, access-scoped, append-only record of who changed what app data, when, and whether it was the agent or a human. Use when adding an activity feed or change history, declaring what a mutating action targets, auditing sensitive reads, or answering "what did the agent change / who edited this".
mvp-followup
by BuilderIO
Use when asking what to do next after a feature pass while avoiding bloat and checking for unfinished MVP work.
visual-plan
by BuilderIO
Turn ordinary text plans into rich interactive visual plans with diagrams, file maps, annotated code, open questions, and UI/prototype review when useful.
schema-designer
by clidey
Help design database schemas, create tables, and plan data models. Activates when users ask to create tables, design schemas, or model data relationships.
portability
by BuilderIO
How to keep template code PostgreSQL-specific and hosting-agnostic. Use when defining schemas, writing raw SQL, or creating server routes.
browser-sessions
by BuilderIO
Architecture for attaching Chrome page context and control to Agent-Native conversations. Use when building browser capture, extension chat, browser control, or cross-app webpage workflows.
configuration
by BuilderIO
Where a configuration value belongs — app config schema, agent-native.config.ts, or an environment variable — and how the layers resolve. Use before adding an env var, a configure*/set* function, a plugin option, or a register* function, and when deciding whether something is config or a registry.
changelog
by BuilderIO
How to keep each app's user-facing changelog. Use when you ship a change a user would notice (a new feature, a visible improvement, a bug fix), when wiring the in-app "What's new" surface into a template, or when releasing pending changelog entries. Apps opt in with changelog.enabled: true in agent-native.config.ts.
composable-mini-apps
by BuilderIO
Build many focused workspace apps that compose through agent discovery and A2A. Use when designing headless mini-apps or cross-app workflows.
error-tracking
by diet103
Add Sentry v8 error tracking and performance monitoring to your project services. Use this skill when adding error handling, creating new controllers, instrumenting cron jobs, or tracking database performance. ALL ERRORS MUST BE CAPTURED TO SENTRY - no exceptions.
health
by tw93
"Runs a budget-aware agent-assisted engineering health audit for instruction/config drift, hooks/MCP, verifier surfaces, and AI maintainability. Use when users ask in any language to audit Claude, Codex, Pi, agent instructions, MCP or hooks, verifier coverage, or AI-maintainability drift. Not for debugging application code or reviewing PRs."
learn
by tw93
"Runs a six-phase research workflow that turns unfamiliar domains, source bundles, or collected material into publish-ready output. Use when users ask in any language to research, study, deep-dive, compile sources, synthesize unfamiliar material, or turn a source bundle into a coherent reference. Not for quick lookups or single-file reads."
medical-imaging-review
by brycewang-stanford
Write comprehensive literature reviews for medical imaging AI research. Use when writing survey papers, systematic reviews, or literature analyses on topics like segmentation, detection, classification in CT, MRI, X-ray, ultrasound, or pathology imaging. Triggers on requests for "review paper", "survey", "literature review", "综述", "systematic review", or mentions of writing academic reviews on deep learning for medical imaging.
hypothesis-generation
by brycewang-stanford
"Generate testable hypotheses. Formulate from observations, design experiments, explore competing explanations, develop predictions, propose mechanisms, for scientific inquiry across domains."
Evaluating Paper Relevance
by brycewang-stanford
Two-stage paper screening - abstract scoring then deep dive for specific data extraction