Imported from AsylkhanKali/aftercare-agent (SKILL.md). Install upstream with npx skills add AsylkhanKali/aftercare-agent. Copyright stays with the author.

Build the Slack template with Channels

Hackathon scope: apply this skill to apps/channel/README.md and apps/channel/. Other adapters below are SDK reference material. Preserve the repository's pinned Channels/runtime pair instead of installing the older illustrative versions below.

The Channels SDK (@copilotkit/channels) is a platform-agnostic engine for agents that live in chat. You write the logic once — handlers, tools, and JSX-rendered messages — and it runs on any messaging platform. The agent drives real interactive UI in the conversation (buttons, selects, modals, charts), runs tools, and can pause for human input mid-run.

This API is recent and not reliably in model memory. Do not guess it from what a Slack or Discord SDK usually looks like. Prefer the exact names here over anything remembered.

Naming. The word "bot" is not part of this API. The factory is createChannel, tools are defineChannelTool, commands are defineChannelCommand, and the tool context is ChannelToolContext. An earlier pre-release used Bot-prefixed names (createBot, defineBotTool, BotToolContext) and they exist nowhere in the shipped packages — importing them fails to compile. Name your variable channel, not bot.

Every code sample here compiles. They were transcribed into one project and typechecked under strict against both @copilotkit/channels@0.7.1 + @copilotkit/runtime@1.66.1 and the 0.6.1 + 1.65.0 pair that the Slack guide pins — zero errors on both. Every API here exists in both versions except defineChannelComponent and the native-node helpers, which are 0.7+ only. Channels and Runtime ship as a pair — upgrade them together.

The mental model (five pieces)

1. Channel — createChannel() returns a Channel; you attach handlers to it.
2. Thread — the per-conversation handle passed to every handler; you render and drive the conversation through it.
3. Tools — typed functions the agent can call (defineChannelTool).
4. UI — JSX from @copilotkit/channels that renders natively per platform.
5. Context — knowledge injected into the agent's prompt per run.

Where the boundary sits

You run the agent, the tools, the business logic, and a long-running process. CopilotKit Intelligence owns the platform credentials, ingress, and delivery. A serverless request handler cannot host a Channel — it needs to own a persistent gateway connection. Node.js 22+ is required (the launcher needs global WebSocket).

Packages

@copilotkit/channels is batteries-included: one install gives you the engine, the JSX vocabulary, the UI primitives, the testing API, and every adapter.

npm install --save-exact @copilotkit/channels@0.6.1 @copilotkit/runtime@1.65.0
npm pkg set type=module

Dedupe @ag-ui/client or the project will not compile. Channels and Runtime both depend on one exact version, but a transitive dep (@ag-ui/mcp-middleware) pulls an older one, and npm nests it. Two copies means two separate AbstractAgent declarations, so passing any agent to createChannel({ agent }) fails with a confusing error about "separate declarations of a private property _debug". Pin one copy:

{ "overrides": { "@ag-ui/client": "0.0.57" } }

Use the version Runtime declares (npm ls @ag-ui/client shows both), then reinstall. pnpm uses pnpm.overrides, yarn uses resolutions. This is the single most likely reason a correct-looking Channel refuses to typecheck.

• @copilotkit/channels — createChannel, defineChannelTool, defineChannelCommand, defineChannelComponent, ContextEntry, and the UI components (Message, Section, Button, …) all from the root import. Adapters live on subpaths: @copilotkit/channels/slack, /teams, /discord, /telegram, /whatsapp. UI is also at /ui; test helpers at /testing.
• @copilotkit/runtime — required to start a Channel. The runtime owns the Channel lifecycle. Your agent can be anything AG-UI compatible (the built-in agent, LangGraph, CrewAI, Mastra, custom) via the agent factory.

Standalone @copilotkit/channels-ui / -slack / -teams / … packages also exist and work, but the single umbrella dependency is the documented path.

A CopilotKit Intelligence API key is required (free tier available). There is no standalone or DIY way to run a Channel.

Reference app: OpenTag is a complete, real agent built on this SDK. When a task is close to "a full Slack agent app", mirror it.

createChannel — the entry point

Default to a managed Channel. Intelligence holds the platform credentials, so your process carries no Slack or Teams tokens and you add platforms in the dashboard rather than in code. There is no adapter at all:

import { createChannel } from "@copilotkit/channels";
import { makeAgent } from "./agent.js";

const channel = createChannel({
  name: process.env.CHANNEL_CODE!, // must equal the Channel Code in Intelligence
  identifyUser: "platform",        // REQUIRED — see below
  agent: makeAgent,                // factory: (threadId) => agent
});

• identifyUser is required. "platform" derives the canonical user from provider + workspace + platform user id — the right default. Or pass a callback (ctx) => ApplicationUser | null to map onto your own user table. Do not confuse this with CopilotRuntime({ identifyUser }), which resolves the user for web requests and must be absent on a Channels-only runtime.
• name must be the exact Channel Code from Intelligence: 3–64 chars, starts with a lowercase letter, lowercase letters and digits separated by single hyphens, project-unique, and never the literal channels. A mismatch leaves the Channel at Waiting for runtime — it is validated by the runtime, not by createChannel, so a typo fails at startup rather than at the call. name is optional in the types only because purely local/custom-adapter Channels omit it.
• agent accepts a factory (threadId) => agent or a single agent. Prefer the factory. Turn concurrency defaults to "parallel", but you do not have to hand-manage isolation: Channels clones the agent per turn for every configured shape (singleton, fresh factory, and a factory returning the same object). What it cannot fix is a broken clone() — a custom AbstractAgent subclass with no clone(), or one that drops subclass state, fails loudly at turn start.

Other options: tools, context, components (register components so their handlers survive a restart), store (persistence, per-thread state schema, transcripts, concurrency), commands, showToolStatus, replyContinuation, sanitizeAgentEvents.

The agent factory

Return a fresh agent per threadId; never share one stateful instance across conversations. The built-in agent runs in the same Node process, so it needs no AGENT_URL and no second server:

import { BuiltInAgent } from "@copilotkit/runtime/v2";

export function makeAgent(threadId: string) {
  const agent = new BuiltInAgent({ model: "openai:gpt-5.4-mini" });
  agent.threadId = threadId;
  return agent;
}

For a remote AG-UI agent, use HttpAgent from @ag-ui/client (also re-exported from @copilotkit/channels) pointed at your agent's URL.

Direct adapter — only when you own the platform connection

Pass adapters when you hold the platform tokens. This is the secondary path: platform secrets in your app and per-platform wiring in code. It does not avoid needing Intelligence — the runtime still owns the lifecycle.

Do not reach for this because a managed Channel reports setup_required or because the dashboard is unfamiliar. Swapping to a direct adapter to "make it work" is a known failure mode, not a fallback. Fix the managed setup instead — see the setup-slack-channel skill.

import { slack, defaultSlackTools, defaultSlackContext } from "@copilotkit/channels/slack";

const channel = createChannel({
  name: "support-slack",
  identifyUser: "platform",
  adapters: [
    slack({
      botToken: process.env.SLACK_BOT_TOKEN!, // xoxb-…
      appToken: process.env.SLACK_APP_TOKEN!, // xapp-… (Socket Mode)
    }),
  ],
  agent: makeAgent,
  tools: [...defaultSlackTools /* , ...yourTools */],
  context: [...defaultSlackContext /* , ...yourContext */],
});

adapters is an array — one Channel can run several platforms at once. defaultSlackTools / defaultSlackContext add lookup_slack_user plus tagging/mrkdwn/threading guidance; include them for direct Slack.

Socket Mode and its xapp- token belong only to this direct path. Managed delivery uses signed HTTPS ingress into Intelligence plus an outbound gateway socket — a managed setup needs no app token, and managed slash commands are not part of the product surface.

Starting it — the runtime owns the lifecycle

There is no channel.start(). Attach the Channel to a CopilotRuntime and create a listener; creating the listener is what starts the Channel.

import { createServer } from "node:http";
import { CopilotRuntime, CopilotKitIntelligence } from "@copilotkit/runtime/v2";
import { createCopilotNodeListener } from "@copilotkit/runtime/v2/node";

const intelligence = new CopilotKitIntelligence({
  apiKey: required("INTELLIGENCE_API_KEY"),
  // Hosted Intelligence supplies both defaults. Override both together only
  // for self-hosted or non-production — they are separate hosts, so never
  // derive one from the other by swapping the scheme.
  apiUrl: process.env.INTELLIGENCE_API_URL,
  wsUrl: process.env.INTELLIGENCE_GATEWAY_WS_URL,
});

const runtime = new CopilotRuntime({
  agents: {}, // required, even when the Channel supplies the agent
  intelligence,
  channels: [channel],
});

// Wire teardown BEFORE the listener exists, because creating it starts the
// Channel. A Ctrl-C during the connect window then still tears the Channel
// down instead of hitting Node's default handler.
let teardown: (() => Promise<void>) | undefined;
const shutdown = async () => { await teardown?.(); };
process.once("SIGINT", shutdown);
process.once("SIGTERM", shutdown);

const listener = createCopilotNodeListener({ runtime, basePath: "/api/copilotkit" });
const channels = listener.channels;
const server = createServer(listener);
teardown = async () => {
  await channels.stop();
  if (server.listening) server.close();
};

// Optional: block startup until activation settles, so a broken deploy fails
// loudly instead of serving as an agent that never answers.
await channels.ready({ timeoutMs: 30_000 });

// `ready()` is NOT proof of life — it resolves on `setup_required` too, because
// a declared-but-unprovisioned Channel is a "valid degraded state". Without
// this check you get a process that starts cleanly, serves HTTP 200, and
// answers nothing.
const status = channels.status();
if (status.overall !== "online") {
  throw new Error(`Channel is not online: ${JSON.stringify(status)}`);
}

server.listen(Number(process.env.PORT ?? 3000));

listener.channels is non-optional when you pass a literal non-empty channels: [channel] array — that shape is branded, so no ! or ?. is needed under strict. A dynamically-assembled Channel[] falls to the optional overload and does need ?..

Managed delivery arrives over the Channel's own socket, not this HTTP port — but keep the server: it is how the runtime serves web requests, and most hosts require a listening port for their health check. The snippet uses top-level await, so the project must be ESM (npm pkg set type=module).

Environment

INTELLIGENCE_API_KEY=<project-api-key>
CHANNEL_CODE=support-slack
PORT=3000

# Optional paired overrides for self-hosted or non-production Intelligence:
# INTELLIGENCE_API_URL=https://intelligence.example.com
# INTELLIGENCE_GATEWAY_WS_URL=wss://realtime.intelligence.example.com

Pass bare base URLs — the client appends /api/..., /runner, /client, or /channels itself. Never append those yourself. Create the project-scoped key from API Keys in the Intelligence project sidebar, keep .env out of source control, and never put the Intelligence key or platform tokens in browser code.

Run it with:

node --env-file=.env --import tsx channel.ts

Reading status

channels.status() returns SDK lifecycle values — "connecting", "online", "setup_required", "reconnecting", "stopped", "error" — as overall plus a per-Channel map. These are not the same vocabulary as the Intelligence dashboard's states (Disabled, Setup incomplete, Setup failed, Waiting for runtime, Conflict, Offline, Delivery failing, Online); for what each dashboard state means and how to clear it, see the setup-slack-channel skill.

Activation errors are recorded as status and surfaced through ready() / status() — they are not thrown. Only an up-front misconfiguration (a duplicate or missing Channel name) throws synchronously.

Channel handlers

Attach these to the object createChannel returned, before the runtime starts it.

onMention / onMessage get { thread, message } only — no user. Reach the caller through the message, or use a handler that exposes user (onThreadStarted, onWelcome, tool context).

The most common shape is: reply on mention by running the agent.

channel.onMention(async ({ thread }) => {
  await thread.runAgent();
});

An omitted prompt already defaults to the inbound message.contentParts or message.text, so plain runAgent() is correct for a mention. Pass prompt explicitly only when the input is not in reconstructed history — slash-command arguments, or when you want to combine text and attachments yourself:

channel.onMessage(async ({ thread, message }) => {
  await thread.runAgent({
    prompt: message.contentParts?.length
      ? [
          ...(message.text ? [{ type: "text" as const, text: message.text }] : []),
          ...message.contentParts,
        ]
      : message.text,
    context: [{ description: "Originating platform", value: message.platform }],
  });
});

To answer every message in a conversation the agent was invited into rather than only mentions, mark the conversation subscribed on mention and gate onMessage on it:

channel.onMention(async ({ thread }) => {
  await thread.subscribe();
  await thread.runAgent();
});

channel.onMessage(async ({ thread }) => {
  if (await thread.isSubscribed()) await thread.runAgent();
});

The Thread API

Every handler receives thread. Key methods:

thread.post(ui)                 // render a JSX message → MessageRef
thread.update(ref, ui)          // replace a previously posted message
thread.delete(ref)              // remove a message
thread.stream(src)              // stream a string / AsyncIterable<string> live
thread.postFile({ ... })        // upload a file
thread.postEphemeral(user, ui, { fallbackToDM })  // one user only; opts required
thread.runAgent(input?)         // run the agent loop (see below)
thread.resume(value, opts?)     // re-enter after an interrupt → MessageRef | undefined
thread.awaitChoice<T>(ui)       // post a picker and BLOCK until the user chooses
thread.subscribe() / unsubscribe() / isSubscribed()  // persisted per-conversation flag
thread.getMessages()            // read the conversation (capability-gated → [])
thread.setTitle(title)          // rename the surface
thread.setSuggestedPrompts(...) // suggest follow-ups
thread.react(ref, emoji) / unreact(ref, emoji)
thread.state<T>() / setState(v) // per-thread state (typed by store.state schema)
thread.lookupUser(query)        // resolve a platform user (capability-gated)

Capability-gated methods degrade rather than throw: getMessages() returns [] and lookupUser() returns undefined where the adapter cannot do it.

runAgent drives the agent's run / tool-call / interrupt loop and renders each step as it streams. Prefer it over hand-managing the loop. Its input:

await thread.runAgent({
  prompt,                       // string | AgentContentPart[]
  context,                      // ContextEntry[] for this run
  tools,                        // extra ChannelTool[] for this run
  transcript: true,             // auto-bridge cross-platform transcripts
  memory: { user: "read-write", project: "read" },  // Intelligence Memory grant
});

• memory grants Intelligence Memory for that run only: { user?, project? }, each "none" | "read" | "read-write". Omitting it disables Memory — there is no implicit access. resume(value, { memory, subject }) takes the same grant.
• transcript owns the whole transcript bridge (inject history → append the user turn → run → append the reply). If you set it, do not also append the same turns via channel.transcripts.append. It no-ops with a warning when identity or transcripts aren't configured.

Tools

Tools are plain functions with a typed parameter schema. Parameters accept any Standard Schema validator (Zod, Valibot, ArkType). The handler receives the parsed args and a context with the live thread — so a tool can post UI, ask a question, or run a HITL flow mid-execution.

import { defineChannelTool } from "@copilotkit/channels";
import { z } from "zod";

const getOncall = defineChannelTool({
  name: "get_oncall",
  description: "Look up who is currently on call for a team.",
  parameters: z.object({ team: z.string() }),
  async handler({ team }, { thread, user, actor, signal, platform }) {
    return await fetchOncall(team); // returned value goes back to the agent
  },
});

ChannelToolContext = { thread, message?, user, actor, signal?, platform }, where user is ApplicationUser | null.

The return value is what the agent reads back, not the user. Return the raw data — it is JSON-stringified for you, so don't hand-stringify and don't return { ok: true }. For a tool that posts a card, return a short natural-language confirmation like "Displayed the issue card." so the model doesn't restate it. On failure, return the actual error text so the model can repair and retry.

Register via createChannel({ tools }), or channel.tool(t) before start.

Interactive UI — the channels-ui JSX vocabulary

Import components from @copilotkit/channels and pass a tree to thread.post, thread.update, or thread.awaitChoice. The same tree renders as Block Kit on Slack, components on Discord, and Adaptive Cards on Teams. A surface that can't render a node skips it (the renderer is total), so rich UI degrades gracefully instead of erroring.

import {
  Message, Header, Section, Markdown, Fields, Field,
  Actions, Button, Divider, Image,
} from "@copilotkit/channels";

await thread.post(
  <Message accent="#ff6600">
    <Header>Top story</Header>
    <Section><Markdown>**{story.title}** — {story.points} points</Markdown></Section>
    <Fields>
      <Field label="Author">{story.by}</Field>
      <Field label="Comments">{story.descendants}</Field>
    </Fields>
    <Actions>
      <Button url={story.url}>Open link</Button>
      <Button value={story.id} style="primary" onClick={async ({ action, thread }) => {
        await thread.post(<Section>Summarizing {action.value}…</Section>);
      }}>Summarize</Button>
    </Actions>
  </Message>,
);

See references/ui-components.md for the full component list and props (Select, Input, Table, Chart, Modal, …) and the cross-platform degradation rules. Read it before using a component you haven't used here — do not invent tag names or props.

JSX setup (required, easy to miss)

A file containing JSX must be .tsx and the tsconfig must point the JSX factory at Channels — this is not React:

{
  "compilerOptions": {
    "target": "ES2022",
    "jsx": "react-jsx",
    "jsxImportSource": "@copilotkit/channels",
    "module": "nodenext",
    "moduleResolution": "nodenext",
    "strict": true,
    "types": ["node"]
  }
}

Without jsxImportSource the tree compiles against React and fails.

Point it at @copilotkit/channels — the package you installed. Do not point it at @copilotkit/channels-ui unless that package is a direct dependency: it is only a transitive dep of the umbrella package, so the import resolves under npm's hoisted layout and fails under pnpm's isolated one. Same rule for import { Message } from "@copilotkit/channels-ui".

Agent-rendered components (0.7+)

defineChannelComponent turns a component into a tool the agent can call to render UI itself, with schema-inferred props:

import { defineChannelComponent, Message, Header, Context } from "@copilotkit/channels";
import { z } from "zod";

const IssueCard = defineChannelComponent({
  name: "issue_card",
  description: "Render an issue as a card.",
  parameters: z.object({ id: z.string(), title: z.string() }),
  render({ id, title }, { platform, signal }) {
    return <Message><Header>{title}</Header><Context>{id}</Context></Message>;
  },
});

Pass it via createChannel({ components: [IssueCard] }). Registration also lets keyed handlers be recovered after a restart when the store is durable.

Human-in-the-loop

Two patterns. Use awaitChoice for a simple picker; use onInterrupt + resume when the agent itself pauses (e.g. a LangGraph interrupt).

const ok = await thread.awaitChoice<boolean>(
  <Message accent="#E01E5A">
    <Section><Markdown>Deploy to **production**? This is irreversible.</Markdown></Section>
    <Actions>
      <Button value={true} style="primary">Ship it</Button>
      <Button value={false} style="danger">Cancel</Button>
    </Actions>
  </Message>,
);
if (!ok) return "User cancelled; nothing was deployed.";

awaitChoice<T> blocks the handler until the user clicks; the clicked Button's value (typed as T) is what it resolves to. Because a tool handler gets the live thread, call it directly inside a defineChannelTool handler to gate a destructive tool on approval. See references/hitl-patterns.md for onInterrupt / resume and for why action handlers survive restarts (content-stable IDs + a durable store).

Context

ContextEntry values are { description: string; value: string } pairs injected into the agent's prompt per run — the channel, the caller's role, anything that grounds the turn. Pass them at createChannel({ context }) or per-run via thread.runAgent({ context }).

Slash commands

channel.onCommand("top", async ({ thread, text }) => {
  const stories = await fetchTopStories(Number(text) || 5);
  await thread.post(/* a <Message> listing them */);
});

Arguments arrive on CommandContext as text — the raw string after the command name — not args. options holds the parsed, typed form and is only populated by surfaces that deliver structured arguments natively (Discord); on text-only surfaces like Slack it is empty, so read text there. The context also carries command, user, actor, platform, and an optional openModal(view) (undefined where the surface has no trigger for it).

Command args are never posted to the channel, so they are not in reconstructed history — pass them explicitly when handing off to the agent:

await thread.runAgent({ prompt: `Triage: ${text}` });

For richer command metadata (description, an options schema registered with the platform), use defineChannelCommand and pass it via commands.

Tool-call progress

Managed Slack hides tool-call progress by default, so the conversation ends with a clean result; the lifecycle events still land in Intelligence history and are available on replay. Opt in per Channel when the live timeline is useful:

const channel = createChannel({ /* … */ showToolStatus: true });

showToolStatus is ignored for direct-adapter Channels — configure those with slack({ showToolStatus: true }) instead. Other managed providers keep their own default when it is unset.

Long replies

Providers cap how much text one message holds. Past that the reply is split across continuation messages, and past a ceiling it is truncated with a visible marker. Tune with createChannel({ replyContinuation: { messageByteLimit, maxMessages, truncationMarker } }) — honoured by managed and direct Slack today.

Adding a new platform

If the user needs a surface with no adapter yet, they implement PlatformAdapter — the engine and Channel logic don't change. Advanced path; read references/adapter-authoring.md only when the task is specifically "add support for platform X".

Getting Slack actually connected

Creating the Slack app, storing its credentials, creating the managed Channel, and lining it up with a local runtime is a setup workflow rather than an API question. Use the setup-slack-channel skill for that, and for diagnosing a Channel stuck at setup_required, sitting at Waiting for runtime, or Online but silent.

Common mistakes to avoid

• Do not use createBot, defineBotTool, defineBotCommand, or BotToolContext — they do not exist. Use createChannel, defineChannelTool, defineChannelCommand, ChannelToolContext.
• Do not call channel.start() / channel.stop() — there is no public lifecycle method. Attach the Channel to CopilotRuntime and create a listener.
• Do not omit identifyUser on createChannel — it is required. And do not put it on CopilotRuntime instead: that one is for web requests and must be absent on a Channels-only runtime.
• Do not treat await ready() as proof of life — it resolves on setup_required. Gate on status().overall === "online".
• Do not pass provider: "slack" to createChannel — no such option. The platform comes from the adapter, or from Intelligence for a managed Channel.
• Do not use a Socket Mode xapp- token for a managed Channel — Socket Mode belongs only to the direct-adapter path.
• Do not call new Bot() or channel.on("message", …) — use the named onMention / onMessage / onCommand handlers.
• Do not hand-build Block Kit / embeds / Adaptive Cards JSON — render JSX from @copilotkit/channels and let the adapter translate it.
• Do not derive wsUrl from apiUrl by swapping the scheme — separate hosts. Override both or neither, as bare base URLs.
• Do not set runAgent({ transcript: true }) and append the same turns manually — the flag owns the bridge.
• Do not expect Memory without a memory grant — omission disables it.
• Prefer a factory agent: (threadId) => agent over a shared agent instance.
• Prefer thread.runAgent() over manually looping over agent events.
• Do not write a handler as a concise arrow returning thread.post(...) — handlers must return void | Promise<void> and post returns a MessageRef, which fails under strict. Use a block body and await it: async ({ thread }) => { await thread.post(…); }.
• Do not read slash-command arguments from args — there is no such field. Use text (raw) or options (typed, structured surfaces only).
• A file that contains JSX must be .tsx with jsxImportSource: "@copilotkit/channels" — otherwise it won't compile.
• Do not leave @ag-ui/client duplicated. Two copies produce two AbstractAgent types and every createChannel({ agent }) fails on a private _debug property. Add an overrides pin.
• Do not build a modal as <Modal> JSX — JSX.Element is ChannelNode, so it won't satisfy openModal's ModalView. Call Modal({ …, children: [...] }).
• Do not forget "type": "module". The startup snippet uses top-level await; without ESM you get TS1309: The current file is a CommonJS module.
• Do not host a Channel in a serverless handler — it needs a long-running process to own the gateway connection. Node.js 22+.