Skill rating

Save a run-code fetch/join/aggregate script as a stored, refreshable data source any app's own charts/tables can render, instead of a hardcoded provider action or a per-view re-fetch. Use when an ad-h

Judge whether a system is fragile or just fast-moving, and write a ticket-ready refactor plan for one root problem, with measured evidence and a stable fingerprint. Use after system history (or a bug

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, restore

Use when asking what to do next after a feature pass while avoiding bloat and checking for unfinished MVP work.

The agent's configuration surfaces: Settings › Agent pages (Instructions, Memory, Skills, Files, Sub-agents) and the full-page `AgentTabsPage` (resources, Snapshots, Agent integrations, Automations, M

Continue a coding session on a paired always-on computer. Use when work must survive closing the primary laptop, needs remote computer-use testing, or should run on a scheduled/self-hosted execution h

How to rename or rebrand the app so every surface — title, package metadata, PWA manifest, and icons — stays consistent. Use when a prompt establishes or implies a new app name, title, or visual ident

Turn ordinary text plans into rich interactive visual plans with diagrams, file maps, annotated code, open questions, and UI/prototype review when useful.

Where design editor behavior lives and how the editor component is split across `DesignEditor.tsx`, the `use-editor-*` hooks, and the view render functions. Use before changing any editor behavior — u

Make arbitrary authenticated HTTP calls to configured Analytics provider APIs when first-class actions are too narrow.

Call raw Gmail, Google Calendar, or HubSpot endpoints through provider-api-catalog / provider-api-docs / provider-api-request, and stage large result sets with stageAs plus query-staged-dataset. Use w

How schedules, weekly rules, date overrides, travel schedules, and out-of-office entries combine to determine when someone is bookable.

How Mail actions pick between the real Gmail API and synthetic local-emails fallback data per user. Use when mail data looks fake or empty, when a user has no connected Google account, or before claim

Use Assets from other apps or MCP hosts to generate, refine, export, and insert brand images or videos.

Trigger-based automations — reminders, follow-ups, webhooks — across the booking lifecycle.

How to look up version-matched Agent-Native framework docs and source in node_modules. Use before coding against @agent-native/core APIs or advanced features.

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.

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.

Plan review threads end to end: what `get-plan-feedback` returns, how to read anchors, resolver intent, replies, notification email, deletion, and abuse reports. Use when reading, answering, resolving

How Ask Plan links a browser-selected local codebase and how to answer questions from its indexed snapshots instead of guessing from file names. Use when the user asks about their linked local codebas

Turn open slide comments into edits and resolve them. Use when the user asks to apply, address, resolve, or work through comments, review notes, or feedback left on a deck or slide.

DB-backed plan snapshots: when they are taken, how to list and inspect them, and what `restore-plan-version` preserves. Use when the user asks about plan history, undo, rollback, or restoring an earli

The `columns` before/after comparison primitive and the PR Visual Recap GitHub Action (agent/model env vars, required tokens, sticky comment, informational scope). Use when building a recap, configuri

Manage and apply Design app brand systems. Use when creating, importing, linking, inspecting, or following design-system tokens, assets, fonts, logos, and custom instructions.

All AI features in Clips — titles, summaries, chapters, tags, filler-word removal — delegate to the agent chat via sendToAgentChat except the narrow media pipeline path: transcription. Use when adding

How Clips shares recordings — composes with the framework sharing skill and adds password, expiry, embed URLs, view-counting, and per-viewer "Viewed by" records. Use when wiring the share dialog, buil

How screen and camera recording works in Clips — MediaRecorder lifecycle, chunked upload, permission handling, pause/resume, camera bubble overlay, error recovery, and screenshots (still-image recordi

File and track refactor findings in Jira without duplicates: match a run against existing refactor-findings tickets, create tickets from plan files (Pod, label, attached plan, run link), record sighti

Use when creating, applying, inspecting, editing, or exporting native WebGPU effects in a Design inline HTML screen.

Product-specific interface design for an Agent-Native app. Use when creating or changing any user-facing UI, including screenshot feedback, copy or density cleanup, settings, controls, or a visual red

Build the onboarding journey tree (signup to first output, with % splits, last-observed-step counts, window-bounded later activity, and example replays) and render a screenshot per step. Use when aske

How the booking system works: checking availability, managing booking links, configuring availability settings, and the public booking URL pattern.

How Notion sync works. Covers connecting, linking pages, pulling from Notion, pushing to Notion, and checking sync status.

Natural-language inbox automation rules (manage-email-rules, trigger-automations) and provider-native Gmail filters (manage-gmail-filters), including how the two differ. Use when the user asks to auto

Search Gong call metadata and transcript excerpts for sales-call analysis, customer conversations, objections, risks, and next steps.

Open and operate Agent-Native workspace apps through Dispatch MCP, with inline app surfaces, browser-session authentication, and current screen state.

Cross-platform pattern for handling messaging integration webhooks (Slack, Telegram, WhatsApp, email, etc.) on serverless hosts. Use when adding a new integration adapter, debugging dropped messages,

Agent observability, evals, feedback, and experiments. Use when adding observability dashboards, configuring trace capture, setting up evals, creating A/B experiments, or collecting user feedback on a

Monitor a PR and fix CI or review feedback. Use standalone, or from /ship to continue through its authorized guarded merge instead of stopping at green.

Server-side analytics tracking with pluggable providers. Use when adding analytics events, registering custom tracking providers, or configuring built-in providers (PostHog, Mixpanel, Amplitude, Webho

Commit and push the current snapshot, creating a branch in a detached, task-owned worktree when needed; open a ready PR and merge when clean. Use when the user asks to ship, publish, or hand off local

How to wire this app's login experience through the framework's createAuthPlugin — branded loginHtml, public paths, and signup/logout UI. Read before creating or editing server/plugins/auth.ts, or bef

How agent-native apps discover, authenticate with, and call each other over A2A. Use when connecting one app to another, debugging a remote agent that won't authenticate, exposing skills to peers, or

How to create, search, list, update, and delete calendar events via Google Calendar: the event scripts, `list-events` result formats and source coverage, working locations, guests and RSVP, date forma

How decks are stored in SQL, how to create/read/update/delete decks. Read before working with deck data.

Query Prometheus-compatible metrics endpoints (self-hosted, Grafana Cloud Prom, AMP, etc.) via the prometheus action and as a dashboard panel source.

Inline, popup, and floating-button embeds — snippet generation and theming.

Visualize local Codex and Claude Code context usage, open a report, flag warnings, and suggest prompt/tooling optimizations.

Address repo-owned feedback in Slack: inspect evidence, fix and verify accepted issues, and send concise in-thread status through the invoking user's connected Slack identity. Use when the user asks t

Calendar + video provider integrations — Google Calendar, Office 365, Zoom, built-in video, Google Meet — and how to write new ones.