mirror of
https://github.com/anthropics/skills.git
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Update claude-api skill with Managed Agents guidance (#891)
* Update claude-api skill with Managed Agents guidance * Replace OPUS_ID placeholder with concrete model string in claude-api skill * Replace remaining model placeholders with concrete model names and IDs
This commit is contained in:
@@ -0,0 +1,561 @@
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# Managed Agents — Go
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> **Bindings not shown here:** This README covers the most common managed-agents flows for Go. If you need a class, method, namespace, field, or behavior that isn't shown, WebFetch the Go SDK repo **or the relevant docs page** from `shared/live-sources.md` rather than guess. Do not extrapolate from cURL shapes or another language's SDK.
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> **Agents are persistent — create once, reference by ID.** Store the agent ID returned by `agents.New` and pass it to every subsequent `sessions.New`; do not call `agents.New` in the request path. The Anthropic CLI is one convenient way to create agents and environments from version-controlled YAML — its URL is in `shared/live-sources.md`. The examples below show in-code creation for completeness; in production the create call belongs in setup, not in the request path.
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## Installation
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```bash
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go get github.com/anthropics/anthropic-sdk-go
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```
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## Client Initialization
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```go
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import (
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"context"
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"github.com/anthropics/anthropic-sdk-go"
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"github.com/anthropics/anthropic-sdk-go/option"
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)
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// Default (uses ANTHROPIC_API_KEY env var)
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client := anthropic.NewClient()
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// Explicit API key
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client := anthropic.NewClient(
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option.WithAPIKey("your-api-key"),
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)
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ctx := context.Background()
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```
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---
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## Create an Environment
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```go
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environment, err := client.Beta.Environments.New(ctx, anthropic.BetaEnvironmentNewParams{
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Name: "my-dev-env",
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Config: anthropic.BetaCloudConfigParams{
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Networking: anthropic.BetaCloudConfigParamsNetworkingUnion{
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OfUnrestricted: &anthropic.UnrestrictedNetworkParam{},
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},
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},
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})
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if err != nil {
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panic(err)
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}
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fmt.Println(environment.ID) // env_...
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```
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---
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## Create an Agent (required first step)
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> ⚠️ **There is no inline agent config.** `Model`/`System`/`Tools` live on the agent object, not the session. Always start with `Beta.Agents.New()` — the session only takes `Agent: anthropic.BetaSessionNewParamsAgentUnion{OfString: anthropic.String(agent.ID)}` (or the typed `OfBetaManagedAgentsAgents` variant when you need a specific version).
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### Minimal
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```go
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// 1. Create the agent (reusable, versioned)
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agent, err := client.Beta.Agents.New(ctx, anthropic.BetaAgentNewParams{
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Name: "Coding Assistant",
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Model: anthropic.BetaManagedAgentsModelConfigParams{
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ID: "claude-opus-4-6",
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Type: anthropic.BetaManagedAgentsModelConfigParamsTypeModelConfig,
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},
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System: anthropic.String("You are a helpful coding assistant."),
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Tools: []anthropic.BetaAgentNewParamsToolUnion{{
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OfAgentToolset20260401: &anthropic.BetaManagedAgentsAgentToolset20260401Params{
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Type: anthropic.BetaManagedAgentsAgentToolset20260401ParamsTypeAgentToolset20260401,
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},
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}},
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})
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if err != nil {
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panic(err)
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}
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// 2. Start a session
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session, err := client.Beta.Sessions.New(ctx, anthropic.BetaSessionNewParams{
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Agent: anthropic.BetaSessionNewParamsAgentUnion{
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OfBetaManagedAgentsAgents: &anthropic.BetaManagedAgentsAgentParams{
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Type: anthropic.BetaManagedAgentsAgentParamsTypeAgent,
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ID: agent.ID,
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Version: anthropic.Int(agent.Version),
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},
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},
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EnvironmentID: environment.ID,
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Title: anthropic.String("Quickstart session"),
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})
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if err != nil {
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panic(err)
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}
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fmt.Printf("Session ID: %s, status: %s\n", session.ID, session.Status)
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```
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### Updating an Agent
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Updates create new versions; the agent object is immutable per version.
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```go
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updatedAgent, err := client.Beta.Agents.Update(ctx, agent.ID, anthropic.BetaAgentUpdateParams{
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Version: agent.Version,
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System: anthropic.String("You are a helpful coding agent. Always write tests."),
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})
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if err != nil {
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panic(err)
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}
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fmt.Printf("New version: %d\n", updatedAgent.Version)
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// List all versions
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iter := client.Beta.Agents.Versions.ListAutoPaging(ctx, agent.ID, anthropic.BetaAgentVersionListParams{})
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for iter.Next() {
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version := iter.Current()
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fmt.Printf("Version %d: %s\n", version.Version, version.UpdatedAt.Format(time.RFC3339))
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}
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if err := iter.Err(); err != nil {
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panic(err)
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}
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// Archive the agent
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_, err = client.Beta.Agents.Archive(ctx, agent.ID, anthropic.BetaAgentArchiveParams{})
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if err != nil {
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panic(err)
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}
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```
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---
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## Send a User Message
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```go
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_, err = client.Beta.Sessions.Events.Send(ctx, session.ID, anthropic.BetaSessionEventSendParams{
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Events: []anthropic.SendEventsParamsUnion{{
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OfUserMessage: &anthropic.BetaManagedAgentsUserMessageEventParams{
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Type: anthropic.BetaManagedAgentsUserMessageEventParamsTypeUserMessage,
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Content: []anthropic.BetaManagedAgentsUserMessageEventParamsContentUnion{{
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OfText: &anthropic.BetaManagedAgentsTextBlockParam{
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Type: anthropic.BetaManagedAgentsTextBlockTypeText,
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Text: "Review the auth module",
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},
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}},
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},
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}},
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})
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if err != nil {
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panic(err)
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}
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```
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> 💡 **Stream-first:** Open the stream *before* (or concurrently with) sending the message. The stream only delivers events that occur after it opens — stream-after-send means early events arrive buffered in one batch. See [Steering Patterns](../../shared/managed-agents-events.md#steering-patterns).
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---
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## Stream Events (SSE)
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```go
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// Open the stream first, then send the user message
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stream := client.Beta.Sessions.Events.StreamEvents(ctx, session.ID, anthropic.BetaSessionEventStreamParams{})
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defer stream.Close()
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if _, err := client.Beta.Sessions.Events.Send(ctx, session.ID, anthropic.BetaSessionEventSendParams{
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Events: []anthropic.SendEventsParamsUnion{{
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OfUserMessage: &anthropic.BetaManagedAgentsUserMessageEventParams{
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Type: anthropic.BetaManagedAgentsUserMessageEventParamsTypeUserMessage,
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Content: []anthropic.BetaManagedAgentsUserMessageEventParamsContentUnion{{
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OfText: &anthropic.BetaManagedAgentsTextBlockParam{
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Type: anthropic.BetaManagedAgentsTextBlockTypeText,
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Text: "Summarize the repo README",
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},
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}},
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},
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}},
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}); err != nil {
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panic(err)
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}
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events:
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for stream.Next() {
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switch event := stream.Current().AsAny().(type) {
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case anthropic.BetaManagedAgentsAgentMessageEvent:
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for _, block := range event.Content {
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fmt.Print(block.Text)
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}
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case anthropic.BetaManagedAgentsAgentToolUseEvent:
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fmt.Printf("\n[Using tool: %s]\n", event.Name)
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case anthropic.BetaManagedAgentsSessionStatusIdleEvent:
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break events
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case anthropic.BetaManagedAgentsSessionErrorEvent:
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fmt.Printf("\n[Error: %s]\n", event.Error.Message)
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break events
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}
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}
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if err := stream.Err(); err != nil {
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panic(err)
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}
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```
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### Reconnecting and Tailing
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When reconnecting mid-session, list past events first to dedupe, then tail live events:
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```go
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stream := client.Beta.Sessions.Events.StreamEvents(ctx, session.ID, anthropic.BetaSessionEventStreamParams{})
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defer stream.Close()
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// Stream is open and buffering. List history before tailing live.
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seenEventIDs := map[string]struct{}{}
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history := client.Beta.Sessions.Events.ListAutoPaging(ctx, session.ID, anthropic.BetaSessionEventListParams{})
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for history.Next() {
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seenEventIDs[history.Current().ID] = struct{}{}
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}
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if err := history.Err(); err != nil {
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panic(err)
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}
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// Tail live events, skipping anything already seen
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tail:
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for stream.Next() {
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event := stream.Current()
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if _, seen := seenEventIDs[event.ID]; seen {
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continue
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}
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seenEventIDs[event.ID] = struct{}{}
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switch event := event.AsAny().(type) {
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case anthropic.BetaManagedAgentsAgentMessageEvent:
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for _, block := range event.Content {
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fmt.Print(block.Text)
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}
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case anthropic.BetaManagedAgentsSessionStatusIdleEvent:
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break tail
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}
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}
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if err := stream.Err(); err != nil {
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panic(err)
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}
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```
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---
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## Provide Custom Tool Result
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> ℹ️ The Go managed-agents bindings for `user.custom_tool_result` are not yet documented in this skill or in the apps source examples. Refer to `shared/managed-agents-events.md` for the wire format and the `github.com/anthropics/anthropic-sdk-go` repository for the corresponding Go params types.
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---
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## Poll Events
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```go
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// Auto-paginating iterator
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iter := client.Beta.Sessions.Events.ListAutoPaging(ctx, session.ID, anthropic.BetaSessionEventListParams{})
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for iter.Next() {
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event := iter.Current()
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fmt.Printf("%s: %s\n", event.Type, event.ID)
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}
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if err := iter.Err(); err != nil {
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panic(err)
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}
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```
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---
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## Upload a File
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```go
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csvFile, err := os.Open("data.csv")
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if err != nil {
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panic(err)
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}
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defer csvFile.Close()
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file, err := client.Beta.Files.Upload(ctx, anthropic.BetaFileUploadParams{
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File: csvFile,
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})
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if err != nil {
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panic(err)
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}
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fmt.Printf("File ID: %s\n", file.ID)
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// Mount in a session
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session, err := client.Beta.Sessions.New(ctx, anthropic.BetaSessionNewParams{
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Agent: anthropic.BetaSessionNewParamsAgentUnion{
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OfString: anthropic.String(agent.ID),
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},
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EnvironmentID: environment.ID,
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Resources: []anthropic.BetaSessionNewParamsResourceUnion{{
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OfFile: &anthropic.BetaManagedAgentsFileResourceParams{
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Type: anthropic.BetaManagedAgentsFileResourceParamsTypeFile,
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FileID: file.ID,
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MountPath: anthropic.String("/workspace/data.csv"),
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},
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}},
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})
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if err != nil {
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panic(err)
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}
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```
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### Add and Manage Resources on an Existing Session
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```go
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// Attach an additional file to an open session
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resource, err := client.Beta.Sessions.Resources.Add(ctx, session.ID, anthropic.BetaSessionResourceAddParams{
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BetaManagedAgentsFileResourceParams: anthropic.BetaManagedAgentsFileResourceParams{
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Type: anthropic.BetaManagedAgentsFileResourceParamsTypeFile,
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FileID: file.ID,
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},
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})
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if err != nil {
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panic(err)
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}
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fmt.Println(resource.ID) // "sesrsc_01ABC..."
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// List resources on the session
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listed, err := client.Beta.Sessions.Resources.List(ctx, session.ID, anthropic.BetaSessionResourceListParams{})
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if err != nil {
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panic(err)
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}
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for _, entry := range listed.Data {
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fmt.Println(entry.ID, entry.Type)
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}
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// Detach a resource
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if _, err := client.Beta.Sessions.Resources.Delete(ctx, resource.ID, anthropic.BetaSessionResourceDeleteParams{
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SessionID: session.ID,
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}); err != nil {
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panic(err)
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}
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```
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---
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## List and Download Session Files
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> ℹ️ Listing and downloading files an agent wrote during a session is not yet documented for Go in this skill or in the apps source examples. See `shared/managed-agents-events.md` and the `github.com/anthropics/anthropic-sdk-go` repository for the `Beta.Files.List` and `Beta.Files.Download` Go params types.
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---
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## Session Management
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```go
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// List environments
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environments, err := client.Beta.Environments.List(ctx, anthropic.BetaEnvironmentListParams{})
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if err != nil {
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panic(err)
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}
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// Retrieve a specific environment
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env, err := client.Beta.Environments.Get(ctx, environment.ID, anthropic.BetaEnvironmentGetParams{})
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if err != nil {
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panic(err)
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}
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// Archive an environment (read-only, existing sessions continue)
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_, err = client.Beta.Environments.Archive(ctx, environment.ID, anthropic.BetaEnvironmentArchiveParams{})
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if err != nil {
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panic(err)
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}
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// Delete an environment (only if no sessions reference it)
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_, err = client.Beta.Environments.Delete(ctx, environment.ID, anthropic.BetaEnvironmentDeleteParams{})
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if err != nil {
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panic(err)
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}
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// Delete a session
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_, err = client.Beta.Sessions.Delete(ctx, session.ID, anthropic.BetaSessionDeleteParams{})
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if err != nil {
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panic(err)
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}
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```
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---
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## MCP Server Integration
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```go
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// Agent declares MCP server (no auth here — auth goes in a vault)
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agent, err := client.Beta.Agents.New(ctx, anthropic.BetaAgentNewParams{
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Name: "GitHub Assistant",
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Model: anthropic.BetaManagedAgentsModelConfigParams{
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ID: "claude-opus-4-6",
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Type: anthropic.BetaManagedAgentsModelConfigParamsTypeModelConfig,
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},
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MCPServers: []anthropic.BetaManagedAgentsUrlmcpServerParams{{
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Type: anthropic.BetaManagedAgentsUrlmcpServerParamsTypeURL,
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Name: "github",
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URL: "https://api.githubcopilot.com/mcp/",
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}},
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Tools: []anthropic.BetaAgentNewParamsToolUnion{
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{
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OfAgentToolset20260401: &anthropic.BetaManagedAgentsAgentToolset20260401Params{
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Type: anthropic.BetaManagedAgentsAgentToolset20260401ParamsTypeAgentToolset20260401,
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},
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},
|
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{
|
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OfMCPToolset: &anthropic.BetaManagedAgentsMCPToolsetParams{
|
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Type: anthropic.BetaManagedAgentsMCPToolsetParamsTypeMCPToolset,
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MCPServerName: "github",
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},
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},
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},
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})
|
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if err != nil {
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panic(err)
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}
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// Session attaches vault(s) containing credentials for those MCP server URLs
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session, err := client.Beta.Sessions.New(ctx, anthropic.BetaSessionNewParams{
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||||
Agent: anthropic.BetaSessionNewParamsAgentUnion{
|
||||
OfBetaManagedAgentsAgents: &anthropic.BetaManagedAgentsAgentParams{
|
||||
Type: anthropic.BetaManagedAgentsAgentParamsTypeAgent,
|
||||
ID: agent.ID,
|
||||
Version: anthropic.Int(agent.Version),
|
||||
},
|
||||
},
|
||||
EnvironmentID: environment.ID,
|
||||
VaultIDs: []string{vault.ID},
|
||||
})
|
||||
if err != nil {
|
||||
panic(err)
|
||||
}
|
||||
```
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||||
|
||||
See `shared/managed-agents-tools.md` §Vaults for creating vaults and adding credentials.
|
||||
|
||||
---
|
||||
|
||||
## Vaults
|
||||
|
||||
```go
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||||
// Create a vault
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||||
vault, err := client.Beta.Vaults.New(ctx, anthropic.BetaVaultNewParams{
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||||
DisplayName: "Alice",
|
||||
Metadata: map[string]string{"external_user_id": "usr_abc123"},
|
||||
})
|
||||
if err != nil {
|
||||
panic(err)
|
||||
}
|
||||
|
||||
// Add an OAuth credential
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||||
credential, err := client.Beta.Vaults.Credentials.New(ctx, vault.ID, anthropic.BetaVaultCredentialNewParams{
|
||||
DisplayName: anthropic.String("Alice's Slack"),
|
||||
Auth: anthropic.BetaVaultCredentialNewParamsAuthUnion{
|
||||
OfMCPOAuth: &anthropic.BetaManagedAgentsMCPOAuthCreateParams{
|
||||
Type: anthropic.BetaManagedAgentsMCPOAuthCreateParamsTypeMCPOAuth,
|
||||
MCPServerURL: "https://mcp.slack.com/mcp",
|
||||
AccessToken: "xoxp-...",
|
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ExpiresAt: anthropic.Time(time.Date(2026, time.April, 15, 0, 0, 0, 0, time.UTC)),
|
||||
Refresh: anthropic.BetaManagedAgentsMCPOAuthRefreshParams{
|
||||
TokenEndpoint: "https://slack.com/api/oauth.v2.access",
|
||||
ClientID: "1234567890.0987654321",
|
||||
Scope: anthropic.String("channels:read chat:write"),
|
||||
RefreshToken: "xoxe-1-...",
|
||||
TokenEndpointAuth: anthropic.BetaManagedAgentsMCPOAuthRefreshParamsTokenEndpointAuthUnion{
|
||||
OfClientSecretPost: &anthropic.BetaManagedAgentsTokenEndpointAuthPostParam{
|
||||
Type: anthropic.BetaManagedAgentsTokenEndpointAuthPostParamTypeClientSecretPost,
|
||||
ClientSecret: "abc123...",
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
},
|
||||
})
|
||||
if err != nil {
|
||||
panic(err)
|
||||
}
|
||||
|
||||
// Rotate the credential (e.g., after a token refresh)
|
||||
_, err = client.Beta.Vaults.Credentials.Update(ctx, credential.ID, anthropic.BetaVaultCredentialUpdateParams{
|
||||
VaultID: vault.ID,
|
||||
Auth: anthropic.BetaVaultCredentialUpdateParamsAuthUnion{
|
||||
OfMCPOAuth: &anthropic.BetaManagedAgentsMCPOAuthUpdateParams{
|
||||
Type: anthropic.BetaManagedAgentsMCPOAuthUpdateParamsTypeMCPOAuth,
|
||||
AccessToken: anthropic.String("xoxp-new-..."),
|
||||
ExpiresAt: anthropic.Time(time.Date(2026, time.May, 15, 0, 0, 0, 0, time.UTC)),
|
||||
Refresh: anthropic.BetaManagedAgentsMCPOAuthRefreshUpdateParams{
|
||||
RefreshToken: anthropic.String("xoxe-1-new-..."),
|
||||
},
|
||||
},
|
||||
},
|
||||
})
|
||||
if err != nil {
|
||||
panic(err)
|
||||
}
|
||||
|
||||
// Archive a vault
|
||||
_, err = client.Beta.Vaults.Archive(ctx, vault.ID, anthropic.BetaVaultArchiveParams{})
|
||||
if err != nil {
|
||||
panic(err)
|
||||
}
|
||||
```
|
||||
|
||||
---
|
||||
|
||||
## GitHub Repository Integration
|
||||
|
||||
Mount a GitHub repository as a session resource (a vault holds the GitHub MCP credential):
|
||||
|
||||
```go
|
||||
session, err := client.Beta.Sessions.New(ctx, anthropic.BetaSessionNewParams{
|
||||
Agent: anthropic.BetaSessionNewParamsAgentUnion{OfString: anthropic.String(agent.ID)},
|
||||
EnvironmentID: environment.ID,
|
||||
VaultIDs: []string{vault.ID},
|
||||
Resources: []anthropic.BetaSessionNewParamsResourceUnion{
|
||||
{
|
||||
OfGitHubRepository: &anthropic.BetaManagedAgentsGitHubRepositoryResourceParams{
|
||||
Type: anthropic.BetaManagedAgentsGitHubRepositoryResourceParamsTypeGitHubRepository,
|
||||
URL: "https://github.com/org/repo",
|
||||
MountPath: anthropic.String("/workspace/repo"),
|
||||
AuthorizationToken: "ghp_your_github_token",
|
||||
},
|
||||
},
|
||||
},
|
||||
})
|
||||
if err != nil {
|
||||
panic(err)
|
||||
}
|
||||
```
|
||||
|
||||
Multiple repositories on the same session:
|
||||
|
||||
```go
|
||||
resources := []anthropic.BetaSessionNewParamsResourceUnion{
|
||||
{
|
||||
OfGitHubRepository: &anthropic.BetaManagedAgentsGitHubRepositoryResourceParams{
|
||||
Type: anthropic.BetaManagedAgentsGitHubRepositoryResourceParamsTypeGitHubRepository,
|
||||
URL: "https://github.com/org/frontend",
|
||||
MountPath: anthropic.String("/workspace/frontend"),
|
||||
AuthorizationToken: "ghp_your_github_token",
|
||||
},
|
||||
},
|
||||
{
|
||||
OfGitHubRepository: &anthropic.BetaManagedAgentsGitHubRepositoryResourceParams{
|
||||
Type: anthropic.BetaManagedAgentsGitHubRepositoryResourceParamsTypeGitHubRepository,
|
||||
URL: "https://github.com/org/backend",
|
||||
MountPath: anthropic.String("/workspace/backend"),
|
||||
AuthorizationToken: "ghp_your_github_token",
|
||||
},
|
||||
},
|
||||
}
|
||||
```
|
||||
|
||||
Rotating a repository's authorization token:
|
||||
|
||||
```go
|
||||
listed, err := client.Beta.Sessions.Resources.List(ctx, session.ID, anthropic.BetaSessionResourceListParams{})
|
||||
if err != nil {
|
||||
panic(err)
|
||||
}
|
||||
repoResourceID := listed.Data[0].ID
|
||||
|
||||
_, err = client.Beta.Sessions.Resources.Update(ctx, repoResourceID, anthropic.BetaSessionResourceUpdateParams{
|
||||
SessionID: session.ID,
|
||||
AuthorizationToken: "ghp_your_new_github_token",
|
||||
})
|
||||
if err != nil {
|
||||
panic(err)
|
||||
}
|
||||
```
|
||||
Reference in New Issue
Block a user