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integrate-fusion-agent
Integrates a Flows/Dune app with the Fusion built-in PAIA agent panel using @cognite/app-sdk. Use this skill whenever a developer wants to: open the agent panel from their app, send the agent a contextual message, let the agent read app state (resources), or let the agent call actions in the app. Triggers: "fusion agent", "PAIA", "agent panel", "sendAgentMessage", "sendAgentLayoutMode", "agent server", "registerAgentServer", "connectToHostApp", "agent integration", "agent sidebar", "app-sdk agent". Always use this skill instead of manually writing agent integration code — it sets up the correct lifecycle, graceful fallback, and recommended file structure.
Full skill instructions
Default AI path: the platform Atlas sidebar (EOS / Fusion PAIA) via @cognite/app-sdk. Do not embed useAtlasChat, vendor atlas-agent, or call third-party LLM APIs.
integrate-atlas-chat only if the user explicitly requires in-app chat and connectToHostApp cannot provide the sidebar (standalone app; always rejects). There is no manifest field for this.
Implement only what is needed:
sendAgentLayoutMode for in-app triggerssendAgentMessage to inject contextpackage.json — package manager, @cognite/app-sdksrc/App.tsx — structure, existing SDK usageAsk which of the three capabilities are needed. Do not offer an in-app chat unless they already insisted.
pnpm add @cognite/app-sdk (or npm/yarn). Minimum 0.3.1.
connectToHostApp rejects outside Fusion (standalone vite dev). Catch that; hide agent triggers when api is null.
Comlink proxies are callable — setApi(proxy) makes React treat the proxy as an updater and stores a Promise. Always setApi(() => resolvedApi).
// src/hooks/useHostApp.ts
import { useState, useEffect } from 'react';
import { connectToHostApp, type HostAppAPI } from '@cognite/app-sdk';
export function useHostApp(): HostAppAPI | null {
const [api, setApi] = useState<HostAppAPI | null>(null);
useEffect(() => {
connectToHostApp({ applicationName: 'my-app' })
.then(({ api: resolvedApi }) => setApi(() => resolvedApi))
.catch(() => { /* outside Fusion — no-op */ });
}, []);
return api;
}
Call at the root; pass api down or via context. typeof proxy.method === 'function' is always true — do not feature-detect with typeof; use try/catch.
Primary launcher: Aura Topbar Atlas (systemActions.atlas.visible: true, see use-topbar). No second "Open Assistant" control.
sendAgentLayoutMode is for contextual triggers only (sidebar | fullscreen | closed):
await api.sendAgentLayoutMode({ mode: 'sidebar' });
Pair with sendAgentLayoutMode. newSession: true for a new task from an item; omit to continue the thread. Put names/IDs/state in the message — one sidebar turn, not N completions over query rows.
await api.sendAgentLayoutMode({ mode: 'sidebar' });
await api.sendAgentMessage({
message: `Analyse the schedule for "${itemName}" and suggest how to reduce total duration.`,
newSession: true,
});
Register on mount, unregister on unmount. Factories take services as args so they can be unit-tested without React:
src/features/agent/
agentActions.ts — (deps) => Action[]
agentResources.ts — (deps) => Resource[]
useAgentServer.ts — register / unregister
Resource read() returns { type: 'json', data } (preferred) or { type: 'text', text }. Write description like a docstring.
// src/features/agent/agentResources.ts
import { createAgentResource } from '@cognite/app-sdk';
export function buildAgentResources(storage: StorageService) {
return [
createAgentResource({
uri: 'my-app://current-state',
name: 'Current application state',
description:
'Items currently visible, their statuses, and active filters. Read before answering questions about what the user is looking at.',
async read() {
return [{ type: 'json', data: storage.getAll() }];
},
}),
];
}
Actions: snake_case names, Zod params, .describe() on every field. The agent does not confirm before calling — mutating actions must say so in description and require prior user approval.
// src/features/agent/agentActions.ts
import { createAgentAction } from '@cognite/app-sdk';
import { z } from 'zod';
export function buildAgentActions(dataService: DataService) {
return [
createAgentAction({
name: 'get_item_details',
description: 'Full details for an item by ID, including history.',
parameters: z.object({
item_id: z.string().describe('The ID of the item to retrieve'),
}),
async handler({ item_id }) {
const item = await dataService.getItem(item_id);
return { content: [{ type: 'json', data: item }] };
},
}),
];
}
createAgentAction({
name: 'update_item_status',
description:
'Update item status. Call ONLY when the user has explicitly approved the change.',
parameters: z.object({
item_id: z.string().describe('The item to update'),
status: z.enum(['active', 'closed', 'pending']).describe('The new status'),
}),
async handler({ item_id, status }) {
storage.updateStatus(item_id, status);
return { content: [{ type: 'json', data: { success: true } }] };
},
})
// src/features/agent/useAgentServer.ts
import { useEffect } from 'react';
import { createAgentServer, registerAgentServer, type HostAppAPI } from '@cognite/app-sdk';
import { buildAgentActions } from './agentActions';
import { buildAgentResources } from './agentResources';
import { useStorageService } from '../storage/StorageServiceContext';
import { useDataService } from '../data/DataServiceContext';
export function useAgentServer(api: HostAppAPI | null): void {
const storage = useStorageService();
const dataService = useDataService();
useEffect(() => {
if (!api) return;
const server = createAgentServer({
uri: 'my-app', // Fusion namespaces with instance ID
actions: buildAgentActions(dataService),
resources: buildAgentResources(storage),
});
void registerAgentServer(api, server).catch((err: unknown) => {
console.warn('[agent] registerAgentServer failed:', err);
});
return () => {
void api.unregisterAgentServer('my-app').catch((err: unknown) => {
console.warn('[agent] unregisterAgentServer failed:', err);
});
};
}, [api, storage, dataService]);
}
function App() {
const api = useHostApp();
useAgentServer(api);
return (
<AppLayout>
<MainContent onAnalyseItem={async (item) => {
if (!api) return;
await api.sendAgentLayoutMode({ mode: 'sidebar' });
await api.sendAgentMessage({
message: `Analyse "${item.name}" (id: ${item.id}).`,
newSession: true,
});
}} />
</AppLayout>
);
}
Test factories directly:
const [getItemAction] = buildAgentActions({
getItem: vi.fn().mockResolvedValue({ id: '1', name: 'Test' }),
});
const result = await getItemAction.handler({ item_id: '1' });
expect(result.content[0].data).toEqual({ id: '1', name: 'Test' });
Do not map chat completions (Atlas agents/chat, OpenAI/Anthropic, useAtlasChat().send) over DMS/SDK rows. Prefer one sendAgentMessage or a resource the sidebar agent can read.
If per-item completions are an explicit product requirement (default: no):
| Rule | Limit |
|---|---|
| Default | 5 completions per user-initiated action |
| Ceiling | 50 — never generate code that can exceed this |
| Cache | space:externalId:lastUpdatedTime; hits do not spend budget |
| Batch | One prompt covering N items, not N calls |
| Trigger | User-initiated only — never on render, poll, or an unbounded list |
| UX | Say when the cap truncated the set |
Forbidden: items.map((row) => complete(row)), Promise.all of completions over a query page.
use-topbar); no in-app chat widget@cognite/[email protected]+; setApi(() => resolvedApi); catch outside-Fusion rejectionapi is null; server registered/unregistered with .catch()snake_case; mutating actions require prior approvalreveal 3d
design
integrate todo list
correctness and error handling
integrate atlas chat
integrate file viewer
security
dm limits and best practices
setup flows auth
graph viewer
setup python tools
performance
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