Skill rating

Nightly refactor review: find the systems the last day's commits hit hardest, use three weeks of history to tell fragile from fast-moving, write a plan per systemic fix, and file deduplicated Jira tic

dbt (data build tool) project structure, SQL patterns, and best practices for the analytics warehouse. Use this skill when working with dbt models, testing SQL queries, or creating new analytical tabl

Capture and apply accumulated knowledge via structured memory. Use when the user gives feedback, shares preferences, corrects a mistake, or when you discover something worth remembering for future con

How extensions render as widgets inside other apps via named UI slots — the framework's optional extension system. Use when an extension-enabled app needs to wire an ExtensionSlot or make an existing

Generate transient or saved inline chat UI with Alpine/Tailwind controls, outputs, app state, and extensions. Use for knobs, pickers, calculators, dashboards, widgets, or reusable mini-apps.

Fast-path the current branch through local `pnpm prep:urgent`, targeted recovery, feedback resolution, whole-branch push, immediate admin merge, and fresh-branch rotation. Use when the user explicitly

Use Content for repo-backed Markdown/MDX docs, blogs, resources, rich document editing, local components, shareable copies, and Content local-file workspaces. Prefer Content actions over raw filesyste

Use Agent-Native Assets for image and video generation requests, brand-safe asset search/export, and human-in-the-loop asset selection through the hosted Assets MCP app. Prefer this over generic image

How to configure, compose, or eject Agent-Native features into app-owned code. Use when overriding shared components or integrations, customizing a template, adding UI to chat or headless apps, or ins

Tiers, checkpoints, and off-limits paths for an agent editing the app's own source. Use when designing UI for agent editability, deciding whether a file is safe for the agent to change, or when tempte

How to add localized UI copy when the user explicitly requests i18n. Do not load or apply this skill for ordinary English UI edits in this starter — it ships inline English strings with no catalogs.

How to build or extend a multi-app Agent-Native workspace — the monorepo shape, the Dispatch control plane, the shell app that fronts every other app, and the shared package. Use when the user asks fo

How to find version-matched Agent-Native framework docs and source bundled in node_modules. Use before implementing or answering questions about @agent-native/core APIs, generated apps, workspaces, te

How the agent knows what the user is looking at. Use when exposing UI state to the agent, implementing view-screen or navigate actions, wiring navigation state, or debugging agent context issues.

How to delegate all AI work to the agent chat. Use when delegating AI work from UI or scripts to the agent, when a user asks for agent behavior or LLM-powered features, when tempted to add inline LLM

The four-area checklist every new feature must complete. Use when adding any feature, integration, or capability to ensure the agent and UI stay in parity.

How to keep the UI in sync with agent changes via SSE plus polling fallback. Use when wiring query invalidation for new data models, debugging UI not updating, or understanding jitter prevention.

Build focused workspace apps and cross-app workflows, using A2A only when a task needs a peer-owned capability. Use when designing mini-app boundaries.

How to add routes without remounting the app shell. Use when adding a new route, fixing agent sidebar reloads on navigation, or choosing between `root.tsx` layout and pathless `_app.tsx` layout patter

Route user-facing AI work through the app's agent chat. Use when adding an AI-powered button, workflow, research task, generation flow, or follow-up.

Decide whether a page needs external changes before refresh, then use the opt-in shared SSE and polling transport safely.

How to enable browser feature permissions (camera, microphone, geolocation, screen capture, clipboard, wake-lock) that the framework's default Permissions-Policy header blocks. Use when the app must a

Connect external services and keep app credentials scoped. Use before adding an API key, OAuth connection, provider setup, or server-side request that needs a user's or workspace's credential.

Framework-level sharing and privacy for user-authored resources (dashboards, documents, forms, decks, etc.). Use when making a resource table ownable, wiring list/read/update access checks, or droppin

Bring an older Agent-Native app or workspace current. Use when updating @agent-native/core, fixing a broken upgrade, or when tempted to patch or override core/dispatch packages to make an old branch r

Reuse approved dashboards and creative context (named contexts, packs, provenance, opt-out). Use when building or refining a dashboard or citing saved context.

Reuse creative context across generation while respecting explicit context choices, pinned packs, provenance, and opt-out state. Use when generating or refining any creative output, or when the user r

Use when implementing, integrating, upgrading, debugging, or answering anything involving third-party APIs, libraries, frameworks, CLIs, cloud services, model/provider SDKs, fast-moving product behavi

Use when long-running or parallel agent work must respect 5-hour and weekly usage limits by checking usage between waves, pausing near the cap, and resuming only when the window is clear.

Use Assets for brand-safe image or video generation, human picker UI, search/list/export actions, and cross-app asset selection. Use when a visual needs to be generated, refined, found, or handed off

Generate and refine brand-consistent images from libraries, references, and prior candidates. Use before calling image-generation or refinement actions.

Implementation map for the Monitoring tab (uptime checks, public status pages, error triage): component/server file locations, schema, jobs, and scheduler wiring. Use when building or debugging Monito

Use when asked to watch, babysit, audit, review, compare, or fix another agent's work from a Codex session ID, Claude Code session/transcript, chat/thread link, PR, branch, log, or pasted run summary.

Use when asked to compare, cross-review, merge, judge, choose, or arbitrate competing plans from multiple agents such as Codex and Claude Code; when given two or more proposed plans, session IDs, tran

Use when adding or following the red/yellow/green final status block convention for agent responses, especially by installing managed AGENTS.md or CLAUDE.md instructions.

How to write great agent instructions for an agent-native app or template: AGENTS.md, skills, and tool/action descriptions. Use when authoring or reviewing AGENTS.md, writing a SKILL.md, wording actio

How to add or edit localized UI copy in agent-native apps. Use when adding, removing, or changing user-visible interface text, prompts, toasts, labels, empty states, or date/number/list formatting. Ap

How to find every sibling instance of a reported bug before fixing it. Use whenever a bug report names one file but the defect is a call pattern, hook, duplicated literal, or copy-pasted helper that p

What to say while long work is still running, and what a legal mid-task stop looks like. Use during any run over a few minutes — migrations, sweeps, babysit loops, automations, deploys — and at the mo

Use when adding or reviewing UI navigation so internal routes preserve normal SPA behavior plus Cmd/Ctrl-click and middle-click new-tab semantics.

Triage feedback from docs, issues, Slack threads, or pasted notes into verified bugs, UX proposals, unclear questions, and skipped noise. Use when a user asks you to address product feedback or invest

Shared library and file contracts for the fragility skills (system-history, bug-trace, refactor-plan, jira-refactor-findings, identify-fragile-systems, investigate-bug). Read when changing how those s

How framework-owned tables in packages/core declare and change their schema with defineStore(). Use before adding a table, column, index, backfill or seed to a core store, before writing an ensure*Tab

Multi-user collaborative editing with Yjs CRDT, SSE fast-path transport, and granular server-side merge. Use when adding real-time collaborative editing to a template, debugging sync issues, or unders

Run the normal guarded ship flow, then do requested post-merge checks. Add independent beta behavior checks only when requested or a concrete deployment-specific risk makes local proof insufficient. U

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 pl

Answer code/product questions as visual Plan artifacts using repo, bridge, or GitHub context; use for API specs, UI look, schema models, and architecture.

How to create new skills for an agent-native app. Use when adding a new skill, documenting a pattern the agent should follow, or creating reusable guidance for the agent.

Server-side and client-side LaunchDarkly flag evaluation (project key `agent-native`). Use when reading a LaunchDarkly flag from an action, plugin, or component, or when wiring `LAUNCHDARKLY_SDK_KEY`.

Create a fresh git branch. Use for an explicit /new-branch request or when a task-owned worktree needs a branch to ship detached work. Keep platform-assigned Builder.io and Fusion branches in place.