Building channel plugins

This guide walks through building a channel plugin that connects OpenClaw to a messaging platform. By the end you will have a working channel with DM security, pairing, reply threading, and outbound messaging.

How channel plugins work

Channel plugins do not need their own send/edit/react tools. OpenClaw keeps one shared message tool in core. Your plugin owns:

• Config — account resolution and setup wizard
• Security — DM policy and allowlists
• Pairing — DM approval flow
• Session grammar — how provider-specific conversation ids map to base chats, thread ids, and parent fallbacks
• Outbound — sending text, media, and polls to the platform
• Threading — how replies are threaded
• Heartbeat typing — optional typing/busy signals for heartbeat delivery targets

Core owns the shared message tool, prompt wiring, the outer session-key shape, generic :thread: bookkeeping, and dispatch.

If your channel supports typing indicators outside inbound replies, expose heartbeat.sendTyping(...) on the channel plugin. Core calls it with the resolved heartbeat delivery target before the heartbeat model run starts and uses the shared typing keepalive/cleanup lifecycle. Add heartbeat.clearTyping(...) when the platform needs an explicit stop signal.

If your channel adds message-tool params that carry media sources, expose those param names through describeMessageTool(...).mediaSourceParams. Core uses that explicit list for sandbox path normalization and outbound media-access policy, so plugins do not need shared-core special cases for provider-specific avatar, attachment, or cover-image params. Prefer returning an action-keyed map such as { "set-profile": ["avatarUrl", "avatarPath"] } so unrelated actions do not inherit another action's media args. A flat array still works for params that are intentionally shared across every exposed action.

If your platform stores extra scope inside conversation ids, keep that parsing in the plugin with messaging.resolveSessionConversation(...). That is the canonical hook for mapping rawId to the base conversation id, optional thread id, explicit baseConversationId, and any parentConversationCandidates. When you return parentConversationCandidates, keep them ordered from the narrowest parent to the broadest/base conversation.

Use openclaw/plugin-sdk/channel-route when plugin code needs to normalize route-like fields, compare a child thread with its parent route, or build a stable dedupe key from { channel, to, accountId, threadId }. The helper normalizes numeric thread ids the same way core does, so plugins should prefer it over ad hoc String(threadId) comparisons. Plugins with provider-specific target grammar can inject their parser into resolveChannelRouteTargetWithParser(...) and still get the same route target shape and thread fallback semantics core uses.

Bundled plugins that need the same parsing before the channel registry boots can also expose a top-level session-key-api.ts file with a matching resolveSessionConversation(...) export. Core uses that bootstrap-safe surface only when the runtime plugin registry is not available yet.

messaging.resolveParentConversationCandidates(...) remains available as a legacy compatibility fallback when a plugin only needs parent fallbacks on top of the generic/raw id. If both hooks exist, core uses resolveSessionConversation(...).parentConversationCandidates first and only falls back to resolveParentConversationCandidates(...) when the canonical hook omits them.

Approvals and channel capabilities

Most channel plugins do not need approval-specific code.

• Core owns same-chat /approve, shared approval button payloads, and generic fallback delivery.
• Prefer one approvalCapability object on the channel plugin when the channel needs approval-specific behavior.
• ChannelPlugin.approvals is removed. Put approval delivery/native/render/auth facts on approvalCapability.
• plugin.auth is login/logout only; core no longer reads approval auth hooks from that object.
• approvalCapability.authorizeActorAction and approvalCapability.getActionAvailabilityState are the canonical approval-auth seam.
• Use approvalCapability.getActionAvailabilityState for same-chat approval auth availability.
• If your channel exposes native exec approvals, use approvalCapability.getExecInitiatingSurfaceState for the initiating-surface/native-client state when it differs from same-chat approval auth. Core uses that exec-specific hook to distinguish enabled vs disabled, decide whether the initiating channel supports native exec approvals, and include the channel in native-client fallback guidance. createApproverRestrictedNativeApprovalCapability(...) fills this in for the common case.
• Use outbound.shouldSuppressLocalPayloadPrompt or outbound.beforeDeliverPayload for channel-specific payload lifecycle behavior such as hiding duplicate local approval prompts or sending typing indicators before delivery.
• Use approvalCapability.delivery only for native approval routing or fallback suppression.
• Use approvalCapability.nativeRuntime for channel-owned native approval facts. Keep it lazy on hot channel entrypoints with createLazyChannelApprovalNativeRuntimeAdapter(...), which can import your runtime module on demand while still letting core assemble the approval lifecycle.
• Use approvalCapability.render only when a channel truly needs custom approval payloads instead of the shared renderer.
• Use approvalCapability.describeExecApprovalSetup when the channel wants the disabled-path reply to explain the exact config knobs needed to enable native exec approvals. The hook receives { channel, channelLabel, accountId }; named-account channels should render account-scoped paths such as channels.<channel>.accounts.<id>.execApprovals.* instead of top-level defaults.
• If a channel can infer stable owner-like DM identities from existing config, use createResolvedApproverActionAuthAdapter from openclaw/plugin-sdk/approval-runtime to restrict same-chat /approve without adding approval-specific core logic.
• If a channel needs native approval delivery, keep channel code focused on target normalization plus transport/presentation facts. Use createChannelExecApprovalProfile, createChannelNativeOriginTargetResolver, createChannelApproverDmTargetResolver, and createApproverRestrictedNativeApprovalCapability from openclaw/plugin-sdk/approval-runtime. Put the channel-specific facts behind approvalCapability.nativeRuntime, ideally via createChannelApprovalNativeRuntimeAdapter(...) or createLazyChannelApprovalNativeRuntimeAdapter(...), so core can assemble the handler and own request filtering, routing, dedupe, expiry, gateway subscription, and routed-elsewhere notices. nativeRuntime is split into a few smaller seams:
• createChannelNativeOriginTargetResolver uses the shared channel-route matcher by default for { to, accountId, threadId } targets. Pass targetsMatch only when a channel has provider-specific equivalence rules, such as Slack timestamp prefix matching.
• Pass normalizeTargetForMatch to createChannelNativeOriginTargetResolver when the channel needs to canonicalize provider ids before the default route matcher or a custom targetsMatch callback runs, while preserving the original target for delivery. Use normalizeTarget only when the resolved delivery target itself should be canonicalized.
• availability — whether the account is configured and whether a request should be handled
• presentation — map the shared approval view model into pending/resolved/expired native payloads or final actions
• transport — prepare targets plus send/update/delete native approval messages
• interactions — optional bind/unbind/clear-action hooks for native buttons or reactions
• observe — optional delivery diagnostics hooks
• If the channel needs runtime-owned objects such as a client, token, Bolt app, or webhook receiver, register them through openclaw/plugin-sdk/channel-runtime-context. The generic runtime-context registry lets core bootstrap capability-driven handlers from channel startup state without adding approval-specific wrapper glue.
• Reach for the lower-level createChannelApprovalHandler or createChannelNativeApprovalRuntime only when the capability-driven seam is not expressive enough yet.
• Native approval channels must route both accountId and approvalKind through those helpers. accountId keeps multi-account approval policy scoped to the right bot account, and approvalKind keeps exec vs plugin approval behavior available to the channel without hardcoded branches in core.
• Core now owns approval reroute notices too. Channel plugins should not send their own "approval went to DMs / another channel" follow-up messages from createChannelNativeApprovalRuntime; instead, expose accurate origin + approver-DM routing through the shared approval capability helpers and let core aggregate actual deliveries before posting any notice back to the initiating chat.
• Preserve the delivered approval id kind end-to-end. Native clients should not guess or rewrite exec vs plugin approval routing from channel-local state.
• Different approval kinds can intentionally expose different native surfaces. Current bundled examples:
  • Slack keeps native approval routing available for both exec and plugin ids.
  • Matrix keeps the same native DM/channel routing and reaction UX for exec and plugin approvals, while still letting auth differ by approval kind.
• createApproverRestrictedNativeApprovalAdapter still exists as a compatibility wrapper, but new code should prefer the capability builder and expose approvalCapability on the plugin.

For hot channel entrypoints, prefer the narrower runtime subpaths when you only need one part of that family:

• openclaw/plugin-sdk/approval-auth-runtime
• openclaw/plugin-sdk/approval-client-runtime
• openclaw/plugin-sdk/approval-delivery-runtime
• openclaw/plugin-sdk/approval-gateway-runtime
• openclaw/plugin-sdk/approval-handler-adapter-runtime
• openclaw/plugin-sdk/approval-handler-runtime
• openclaw/plugin-sdk/approval-native-runtime
• openclaw/plugin-sdk/approval-reply-runtime
• openclaw/plugin-sdk/channel-runtime-context

Likewise, prefer openclaw/plugin-sdk/setup-runtime, openclaw/plugin-sdk/setup-adapter-runtime, openclaw/plugin-sdk/reply-runtime, openclaw/plugin-sdk/reply-dispatch-runtime, openclaw/plugin-sdk/reply-reference, and openclaw/plugin-sdk/reply-chunking when you do not need the broader umbrella surface.

For setup specifically:

• openclaw/plugin-sdk/setup-runtime covers the runtime-safe setup helpers: import-safe setup patch adapters (createPatchedAccountSetupAdapter, createEnvPatchedAccountSetupAdapter, createSetupInputPresenceValidator), lookup-note output, promptResolvedAllowFrom, splitSetupEntries, and the delegated setup-proxy builders
• openclaw/plugin-sdk/setup-adapter-runtime is the narrow env-aware adapter seam for createEnvPatchedAccountSetupAdapter
• openclaw/plugin-sdk/channel-setup covers the optional-install setup builders plus a few setup-safe primitives: createOptionalChannelSetupSurface, createOptionalChannelSetupAdapter,

If your channel supports env-driven setup or auth and generic startup/config flows should know those env names before runtime loads, declare them in the plugin manifest with channelEnvVars. Keep channel runtime envVars or local constants for operator-facing copy only.

If your channel can appear in status, channels list, channels status, or SecretRef scans before the plugin runtime starts, add openclaw.setupEntry in package.json. That entrypoint should be safe to import in read-only command paths and should return the channel metadata, setup-safe config adapter, status adapter, and channel secret target metadata needed for those summaries. Do not start clients, listeners, or transport runtimes from the setup entry.

Keep the main channel entry import path narrow too. Discovery can evaluate the entry and the channel plugin module to register capabilities without activating the channel. Files such as channel-plugin-api.ts should export the channel plugin object without importing setup wizards, transport clients, socket listeners, subprocess launchers, or service startup modules. Put those runtime pieces in modules loaded from registerFull(...), runtime setters, or lazy capability adapters.

createOptionalChannelSetupWizard, DEFAULT_ACCOUNT_ID, createTopLevelChannelDmPolicy, setSetupChannelEnabled, and splitSetupEntries

• use the broader openclaw/plugin-sdk/setup seam only when you also need the heavier shared setup/config helpers such as moveSingleAccountChannelSectionToDefaultAccount(...)

If your channel only wants to advertise "install this plugin first" in setup surfaces, prefer createOptionalChannelSetupSurface(...). The generated adapter/wizard fail closed on config writes and finalization, and they reuse the same install-required message across validation, finalize, and docs-link copy.

For other hot channel paths, prefer the narrow helpers over broader legacy surfaces:

• openclaw/plugin-sdk/account-core, openclaw/plugin-sdk/account-id, openclaw/plugin-sdk/account-resolution, and openclaw/plugin-sdk/account-helpers for multi-account config and default-account fallback
• openclaw/plugin-sdk/inbound-envelope and openclaw/plugin-sdk/inbound-reply-dispatch for inbound route/envelope and record-and-dispatch wiring
• openclaw/plugin-sdk/messaging-targets for target parsing/matching
• openclaw/plugin-sdk/outbound-media and openclaw/plugin-sdk/outbound-runtime for media loading plus outbound identity/send delegates and payload planning
• buildThreadAwareOutboundSessionRoute(...) from openclaw/plugin-sdk/channel-core when an outbound route should preserve an explicit replyToId/threadId or recover the current :thread: session after the base session key still matches. Provider plugins can override precedence, suffix behavior, and thread id normalization when their platform has native thread delivery semantics.
• openclaw/plugin-sdk/thread-bindings-runtime for thread-binding lifecycle and adapter registration
• openclaw/plugin-sdk/agent-media-payload only when a legacy agent/media payload field layout is still required
• openclaw/plugin-sdk/telegram-command-config for Telegram custom-command normalization, duplicate/conflict validation, and a fallback-stable command config contract

Auth-only channels can usually stop at the default path: core handles approvals and the plugin just exposes outbound/auth capabilities. Native approval channels such as Matrix, Slack, Telegram, and custom chat transports should use the shared native helpers instead of rolling their own approval lifecycle.

Inbound mention policy

Keep inbound mention handling split in two layers:

• plugin-owned evidence gathering
• shared policy evaluation

Use openclaw/plugin-sdk/channel-mention-gating for mention-policy decisions. Use openclaw/plugin-sdk/channel-inbound only when you need the broader inbound helper barrel.

Good fit for plugin-local logic:

• reply-to-bot detection
• quoted-bot detection
• thread-participation checks
• service/system-message exclusions
• platform-native caches needed to prove bot participation

Good fit for the shared helper:

• requireMention
• explicit mention result
• implicit mention allowlist
• command bypass
• final skip decision

Preferred flow:

1. Compute local mention facts.
2. Pass those facts into resolveInboundMentionDecision({ facts, policy }).
3. Use decision.effectiveWasMentioned, decision.shouldBypassMention, and decision.shouldSkip in your inbound gate.

import {
  implicitMentionKindWhen,
  matchesMentionWithExplicit,
  resolveInboundMentionDecision,
} from "openclaw/plugin-sdk/channel-inbound";

const mentionMatch = matchesMentionWithExplicit(text, {
  mentionRegexes,
  mentionPatterns,
});

const facts = {
  canDetectMention: true,
  wasMentioned: mentionMatch.matched,
  hasAnyMention: mentionMatch.hasExplicitMention,
  implicitMentionKinds: [
    ...implicitMentionKindWhen("reply_to_bot", isReplyToBot),
    ...implicitMentionKindWhen("quoted_bot", isQuoteOfBot),
  ],
};

const decision = resolveInboundMentionDecision({
  facts,
  policy: {
    isGroup,
    requireMention,
    allowedImplicitMentionKinds: requireExplicitMention ? [] : ["reply_to_bot", "quoted_bot"],
    allowTextCommands,
    hasControlCommand,
    commandAuthorized,
  },
});

if (decision.shouldSkip) return;

api.runtime.channel.mentions exposes the same shared mention helpers for bundled channel plugins that already depend on runtime injection:

• buildMentionRegexes
• matchesMentionPatterns
• matchesMentionWithExplicit
• implicitMentionKindWhen
• resolveInboundMentionDecision

If you only need implicitMentionKindWhen and resolveInboundMentionDecision, import from openclaw/plugin-sdk/channel-mention-gating to avoid loading unrelated inbound runtime helpers.

The older resolveMentionGating* helpers remain on openclaw/plugin-sdk/channel-inbound as compatibility exports only. New code should use resolveInboundMentionDecision({ facts, policy }).

Walkthrough

<CodeGroup>
```json package.json
{
  "name": "@myorg/openclaw-acme-chat",
  "version": "1.0.0",
  "type": "module",
  "openclaw": {
    "extensions": ["./index.ts"],
    "setupEntry": "./setup-entry.ts",
    "channel": {
      "id": "acme-chat",
      "label": "Acme Chat",
      "blurb": "Connect OpenClaw to Acme Chat."
    }
  }
}
```

```json openclaw.plugin.json
{
  "id": "acme-chat",
  "kind": "channel",
  "channels": ["acme-chat"],
  "name": "Acme Chat",
  "description": "Acme Chat channel plugin",
  "configSchema": {
    "type": "object",
    "additionalProperties": false,
    "properties": {}
  },
  "channelConfigs": {
    "acme-chat": {
      "schema": {
        "type": "object",
        "additionalProperties": false,
        "properties": {
          "token": { "type": "string" },
          "allowFrom": {
            "type": "array",
            "items": { "type": "string" }
          }
        }
      },
      "uiHints": {
        "token": {
          "label": "Bot token",
          "sensitive": true
        }
      }
    }
  }
}
```
</CodeGroup>

`configSchema` validates `plugins.entries.acme-chat.config`. Use it for
plugin-owned settings that are not the channel account config. `channelConfigs`
validates `channels.acme-chat` and is the cold-path source used by config
schema, setup, and UI surfaces before the plugin runtime loads.

Create `src/channel.ts`:

```typescript src/channel.ts
import {
  createChatChannelPlugin,
  createChannelPluginBase,
} from "openclaw/plugin-sdk/channel-core";
import type { OpenClawConfig } from "openclaw/plugin-sdk/channel-core";
import { acmeChatApi } from "./client.js"; // your platform API client

type ResolvedAccount = {
  accountId: string | null;
  token: string;
  allowFrom: string[];
  dmPolicy: string | undefined;
};

function resolveAccount(
  cfg: OpenClawConfig,
  accountId?: string | null,
): ResolvedAccount {
  const section = (cfg.channels as Record<string, any>)?.["acme-chat"];
  const token = section?.token;
  if (!token) throw new Error("acme-chat: token is required");
  return {
    accountId: accountId ?? null,
    token,
    allowFrom: section?.allowFrom ?? [],
    dmPolicy: section?.dmSecurity,
  };
}

export const acmeChatPlugin = createChatChannelPlugin<ResolvedAccount>({
  base: createChannelPluginBase({
    id: "acme-chat",
    setup: {
      resolveAccount,
      inspectAccount(cfg, accountId) {
        const section =
          (cfg.channels as Record<string, any>)?.["acme-chat"];
        return {
          enabled: Boolean(section?.token),
          configured: Boolean(section?.token),
          tokenStatus: section?.token ? "available" : "missing",
        };
      },
    },
  }),

  // DM security: who can message the bot
  security: {
    dm: {
      channelKey: "acme-chat",
      resolvePolicy: (account) => account.dmPolicy,
      resolveAllowFrom: (account) => account.allowFrom,
      defaultPolicy: "allowlist",
    },
  },

  // Pairing: approval flow for new DM contacts
  pairing: {
    text: {
      idLabel: "Acme Chat username",
      message: "Send this code to verify your identity:",
      notify: async ({ target, code }) => {
        await acmeChatApi.sendDm(target, `Pairing code: ${code}`);
      },
    },
  },

  // Threading: how replies are delivered
  threading: { topLevelReplyToMode: "reply" },

  // Outbound: send messages to the platform
  outbound: {
    attachedResults: {
      sendText: async (params) => {
        const result = await acmeChatApi.sendMessage(
          params.to,
          params.text,
        );
        return { messageId: result.id };
      },
    },
    base: {
      sendMedia: async (params) => {
        await acmeChatApi.sendFile(params.to, params.filePath);
      },
    },
  },
});
```

For channels that accept both canonical top-level DM keys and legacy nested keys, use the helpers from `plugin-sdk/channel-config-helpers`: `resolveChannelDmAccess`, `resolveChannelDmPolicy`, `resolveChannelDmAllowFrom`, and `normalizeChannelDmPolicy` keep account-local values ahead of inherited root values. Pair the same resolver with doctor repair through `normalizeLegacyDmAliases` so runtime and migration read the same contract.

<Accordion title="What createChatChannelPlugin does for you">
  Instead of implementing low-level adapter interfaces manually, you pass
  declarative options and the builder composes them:

  | Option | What it wires |
  | --- | --- |
  | `security.dm` | Scoped DM security resolver from config fields |
  | `pairing.text` | Text-based DM pairing flow with code exchange |
  | `threading` | Reply-to-mode resolver (fixed, account-scoped, or custom) |
  | `outbound.attachedResults` | Send functions that return result metadata (message IDs) |

  You can also pass raw adapter objects instead of the declarative options
  if you need full control.

  Raw outbound adapters may define a `chunker(text, limit, ctx)` function.
  The optional `ctx.formatting` carries delivery-time formatting decisions
  such as `maxLinesPerMessage`; apply it before sending so reply threading
  and chunk boundaries are resolved once by shared outbound delivery.
  Send contexts also include `replyToIdSource` (`implicit` or `explicit`)
  when a native reply target was resolved, so payload helpers can preserve
  explicit reply tags without consuming an implicit single-use reply slot.
</Accordion>

```typescript index.ts
import { defineChannelPluginEntry } from "openclaw/plugin-sdk/channel-core";
import { acmeChatPlugin } from "./src/channel.js";

export default defineChannelPluginEntry({
  id: "acme-chat",
  name: "Acme Chat",
  description: "Acme Chat channel plugin",
  plugin: acmeChatPlugin,
  registerCliMetadata(api) {
    api.registerCli(
      ({ program }) => {
        program
          .command("acme-chat")
          .description("Acme Chat management");
      },
      {
        descriptors: [
          {
            name: "acme-chat",
            description: "Acme Chat management",
            hasSubcommands: false,
          },
        ],
      },
    );
  },
  registerFull(api) {
    api.registerGatewayMethod(/* ... */);
  },
});
```

Put channel-owned CLI descriptors in `registerCliMetadata(...)` so OpenClaw
can show them in root help without activating the full channel runtime,
while normal full loads still pick up the same descriptors for real command
registration. Keep `registerFull(...)` for runtime-only work.
If `registerFull(...)` registers gateway RPC methods, use a
plugin-specific prefix. Core admin namespaces (`config.*`,
`exec.approvals.*`, `wizard.*`, `update.*`) stay reserved and always
resolve to `operator.admin`.
`defineChannelPluginEntry` handles the registration-mode split automatically. See
[Entry Points](/plugins/sdk-entrypoints#definechannelpluginentry) for all
options.

```typescript setup-entry.ts
import { defineSetupPluginEntry } from "openclaw/plugin-sdk/channel-core";
import { acmeChatPlugin } from "./src/channel.js";

export default defineSetupPluginEntry(acmeChatPlugin);
```

OpenClaw loads this instead of the full entry when the channel is disabled
or unconfigured. It avoids pulling in heavy runtime code during setup flows.
See [Setup and Config](/plugins/sdk-setup#setup-entry) for details.

Bundled workspace channels that split setup-safe exports into sidecar
modules can use `defineBundledChannelSetupEntry(...)` from
`openclaw/plugin-sdk/channel-entry-contract` when they also need an
explicit setup-time runtime setter.

```typescript
registerFull(api) {
  api.registerHttpRoute({
    path: "/acme-chat/webhook",
    auth: "plugin", // plugin-managed auth (verify signatures yourself)
    handler: async (req, res) => {
      const event = parseWebhookPayload(req);

      // Your inbound handler dispatches the message to OpenClaw.
      // The exact wiring depends on your platform SDK —
      // see a real example in the bundled Microsoft Teams or Google Chat plugin package.
      await handleAcmeChatInbound(api, event);

      res.statusCode = 200;
      res.end("ok");
      return true;
    },
  });
}
```

<Note>
  Inbound message handling is channel-specific. Each channel plugin owns
  its own inbound pipeline. Look at bundled channel plugins
  (for example the Microsoft Teams or Google Chat plugin package) for real patterns.
</Note>

<a id="step-6-test"></a> <Step title="Test"> Write colocated tests in src/channel.test.ts:

```typescript src/channel.test.ts
import { describe, it, expect } from "vitest";
import { acmeChatPlugin } from "./channel.js";

describe("acme-chat plugin", () => {
  it("resolves account from config", () => {
    const cfg = {
      channels: {
        "acme-chat": { token: "test-token", allowFrom: ["user1"] },
      },
    } as any;
    const account = acmeChatPlugin.setup!.resolveAccount(cfg, undefined);
    expect(account.token).toBe("test-token");
  });

  it("inspects account without materializing secrets", () => {
    const cfg = {
      channels: { "acme-chat": { token: "test-token" } },
    } as any;
    const result = acmeChatPlugin.setup!.inspectAccount!(cfg, undefined);
    expect(result.configured).toBe(true);
    expect(result.tokenStatus).toBe("available");
  });

  it("reports missing config", () => {
    const cfg = { channels: {} } as any;
    const result = acmeChatPlugin.setup!.inspectAccount!(cfg, undefined);
    expect(result.configured).toBe(false);
  });
});
```

```bash
pnpm test -- <bundled-plugin-root>/acme-chat/
```

For shared test helpers, see [Testing](/plugins/sdk-testing).

File structure

<bundled-plugin-root>/acme-chat/
├── package.json              # openclaw.channel metadata
├── openclaw.plugin.json      # Manifest with config schema
├── index.ts                  # defineChannelPluginEntry
├── setup-entry.ts            # defineSetupPluginEntry
├── api.ts                    # Public exports (optional)
├── runtime-api.ts            # Internal runtime exports (optional)
└── src/
    ├── channel.ts            # ChannelPlugin via createChatChannelPlugin
    ├── channel.test.ts       # Tests
    ├── client.ts             # Platform API client
    └── runtime.ts            # Runtime store (if needed)

Advanced topics

Next steps

• Provider Plugins — if your plugin also provides models
• SDK Overview — full subpath import reference
• SDK Testing — test utilities and contract tests
• Plugin Manifest — full manifest schema

Related

• Plugin SDK setup
• Building plugins
• Agent harness plugins