Agent sessions, Tools, and Conversation state
Store stable IDs for the business record, contact, Miss Blue line, thread, and logical message. Keep provider state separate from human-readable CRM fields.
Connect Claude Agent SDK
to iMessage.
Use Miss Blue as the conversation channel for a Claude-powered agent with bounded tools and human handoff.
80%higher response rates
37%more attributed revenue
Internal observations reported by Miss Blue beta customers compared with their SMS outreach. Results vary; validate performance in your own controlled rollout.
Integration overview
Keep Claude Agent SDK in control of the workflow—and Miss Blue in control of the conversation channel.
The integration maps Agent sessions, Tools, and Conversation state to a granted Miss Blue line and durable conversation state. Your system decides when a contact should be messaged; Miss Blue provides the blue line, events, and human Message Center.
Verified inbound reply, Workflow event, and Human-approved action
Choose narrow, explainable triggers. Validate consent, ownership, destination, and conversation state before creating the next customer-visible action.
Return a structured decision, Call a bounded message tool, and Hand off to the Message Center
Write back the minimum operational state teammates need: direction, outcome, owner, safe references, timestamps, and the next action—not secrets or noisy duplicate content.
A recoverable two-way flowFrom Claude Agent SDK signal
From Claude Agent SDK signal
to human reply.
A server-side Miss Blue tool and event loop integrated with the Claude Agent SDK. The exact connector configuration is confirmed during onboarding for your account and use case.
- 01
Qualify the trigger
Verified inbound reply becomes a candidate action. Your workflow verifies the record, permission, line, and current owner.
- 02
Create one logical send
A protected server integration calls Miss Blue with a stable idempotency key and references back to the Claude Agent SDK record.
- 03
Persist conversation events
Verified delivery changes and replies are deduplicated before Claude Agent SDK, an agent, or another workflow performs side effects.
- 04
Hand off without losing context
Automation pauses first. An authorized teammate continues the same conversation in the Miss Blue Message Center and remains accountable for the next step.
What to automate
Useful actions with visible boundaries.
Start with one trigger and one accountable owner. Expand only after the team can explain every send, replay every event safely, and recover failed work.
- Verified inbound reply
- Workflow event
- Human-approved action
- Return a structured decision
- Call a bounded message tool
- Hand off to the Message Center
- Consent and opt-out enforcement
- Per-line authorization
- Idempotent sends and events
- Explicit automation ownership
Use cases
Where Claude Agent SDK and iMessage work well together.
Use iMessage for expected, relevant, two-way conversations—not indiscriminate blasting. Every use case should define permission, the business identity, stop conditions, and a human recovery path.
Lead qualification
Lead qualification works best when the contact understands why the business is reaching out. Use a narrow Claude Agent SDK signal to start an expected conversation, then return reply state and the next owner to the workflow.
Scheduling agents
Scheduling agents works best when the contact understands why the business is reaching out. Let automation handle the predictable first step while keeping stop conditions and human takeover visible from the beginning.
Customer-support triage
Customer-support triage works best when the contact understands why the business is reaching out. Connect business context to the blue line without duplicating the whole conversation across tools or losing accountability for the next response.
Claude Agent SDK implementation guide
Build the integration around durable state, not a one-off webhook.
A dependable Claude Agent SDK integration needs stable identity, protected credentials, durable events, idempotent actions, clear ownership, and a staged rollout. The connector is only the path between those decisions.
Define what Claude Agent SDK owns
Use Claude Agent SDK as the source for Agent sessions, Tools, and Conversation state where it is already authoritative. Miss Blue owns the blue line, message transport state, and the Message Center surface.
Write down which system owns contact identity, permission, thread ownership, automation status, and the next task. Two systems silently treating the same field as authoritative creates loops and lost replies.
- Named system of record
- Stable external IDs
- One conversation owner
- Documented stop conditions
Put a protected adapter between the systems
The intended connection is A server-side Miss Blue tool and event loop integrated with the Claude Agent SDK. Keep Miss Blue and Claude Agent SDK credentials in server-held configuration, never in a browser, prompt, public automation template, or customer-visible log.
Authenticate every inbound call, validate its shape and size, resolve access to the selected business line, and reject unsupported actions. Give the connector only the permissions required for the chosen workflow.
- Server-side credentials
- Narrow scopes
- Validated payloads
- Per-line authorization
Map identity before sending
Create an explicit mapping between the Claude Agent SDK record, normalized destination, workspace, granted Miss Blue line, and conversation. Keep your own durable mapping table instead of guessing from a display name.
Record both your logical message ID and the provider message ID. This lets the integration reconcile timeouts, correlate events, and avoid repeating a customer message when a response is lost.
- Agent sessions
- Normalized contact address
- Line and thread IDs
- Logical and provider message IDs
Make sends and events idempotent
Reuse one idempotency key for every retry of the same logical send. A timeout with an unknown outcome should enter reconciliation, not immediately create a second message.
For inbound events, persist the event ID before updating Claude Agent SDK, notifying a rep, or invoking an agent. Expect retries and occasional out-of-order delivery; handlers should converge on durable state.
- Stable send key
- Unique event ID
- Bounded retries
- Ambiguous-outcome reconciliation
Make ownership visible before adding AI
Represent whether the thread is automated, assigned to a Claude Agent SDK owner, waiting on the customer, or closed. Do not allow an agent and teammate to race for the same reply.
When confidence is low, a tool fails, a contact opts out, or a person asks for help, pause queued automation before handing the same conversation to the Miss Blue Message Center.
- Explicit automation state
- Pause before takeover
- Safe context for the teammate
- Auditable next owner
Roll out one measurable workflow
Begin with one Claude Agent SDK workspace or team, one Miss Blue line, one trigger, and internal test contacts. Then pilot a permissioned customer segment while teammates actively watch replies and failures.
Measure qualified reply rate, time to first human response, opt-outs, duplicate prevention, mapping failures, and attributed outcomes. The Miss Blue beta figures are internal observations, so your own controlled baseline should decide where to expand.
- Internal validation
- Small permissioned pilot
- Operational review
- Controlled expansion
Frequently asked questions
What teams ask about the Claude Agent SDK iMessage integration.
Can Miss Blue connect Claude Agent SDK to iMessage?+
Yes. The intended integration path is A server-side Miss Blue tool and event loop integrated with the Claude Agent SDK. The exact direct connector, credentials, field mapping, and onboarding path are confirmed for your account and workflow.
What Claude Agent SDK data should we map?+
Start with Agent sessions, Tools, and Conversation state, then map the workspace, authorized Miss Blue line, contact, thread, logical message, owner, and automation state. Keep mappings stable and explicit.
What can trigger an iMessage from Claude Agent SDK?+
Typical candidate signals include Verified inbound reply, Workflow event, and Human-approved action. Your backend should still validate consent, destination, line authorization, ownership, and stop conditions before sending.
Can replies update Claude Agent SDK?+
Yes. Verified Miss Blue events can update safe operational state in Claude Agent SDK, create a task, notify the owner, or resume a workflow. Persist and deduplicate the event before performing those side effects.
Does our team need to build its own inbox?+
No. Miss Blue includes a Message Center where authorized teammates can work contacts and conversations directly. Your integration can use the API, the Message Center, or both.
Can an AI agent participate in the workflow?+
Yes. Keep the model behind bounded server-side tools, give it only the context and actions it needs, and pause it before a human takes ownership of the conversation.
How do we prevent duplicate messages?+
Use one stable idempotency key per logical send, persist provider event IDs before side effects, bound retries, and reconcile ambiguous timeouts instead of blindly resending.
How should we measure the integration?+
Compare the Claude Agent SDK workflow with a controlled baseline using qualified replies, time to owner response, booked or completed outcomes, opt-outs, failures, and attributed revenue. Results vary by audience and workflow.
Connect Claude Agent SDKTurn the next signal