campaign-sending（活动发送）

Run Campaign

Upload finalized emails for sequencing and sending.

Environment

Provider selection and credentials are handled in Step 0 of the workflow.

Workflow

Step 0: Confirm provider and learn API

1. Ask the user which email sequencing provider they want to use. If they're unsure, pre-configured options with local reference docs are available in references/.
2. Fetch or read the provider's API documentation and identify:

- Campaign/sequence creation endpoint - Lead upload endpoint and schema - Deduplication options - Custom variable / personalization support - Authentication method and credentials - Throughput limits and upload constraints

1. Ask for their API credentials and confirm access
2. Plan the field mapping based on the provider's lead schema and confirm with the user before proceeding

Step 1: Read and analyze final emails

Load the finalized email CSV (output from email-generation). Read the CSV headers to discover all available columns. Verify required columns exist (email, first_name, company_name, company_domain). Identify all content columns (paragraph fields, hypothesis, tier, etc.) that will need to be mapped to the provider's variables.

Step 2: Check DNC list

Read the context file and remove any domains on the DNC list. Report how many were removed.

Step 3: Create or find campaign

Using the chosen provider's API:

• List existing campaigns
• Create a new campaign if needed (suggest name based on vertical + date)

Ask the user to specify the campaign based on region and time zone — leads in different regions/time zones should go into separate campaigns so sending schedules align with recipients' local business hours.

Ask the user: use an existing campaign or create a new one?

Step 4: Map fields to provider lead schema

Analyze the CSV headers discovered in Step 1 and create corresponding fields in the provider:

1. Map email, first_name, last_name, company_name, company_domain to the provider's standard lead fields
2. For every remaining column in the CSV, create a matching custom variable / personalization field in the provider
3. Present the full mapping to the user and confirm before uploading

Step 5: Upload leads in batches

Upload via the provider's API in batches (respect rate limits from Step 0). Enable deduplication if the provider supports it.

Report: uploaded count, skipped (dedup) count, total attempted.

Step 6: Pre-send verification checklist

Present this checklist to the user BEFORE they activate the campaign:

## Pre-Send Verification Checklist

Campaign: [name]
Leads uploaded: [N]
Leads skipped (dedup): [N]

### Verify in your sequencer:

- [ ] **Email accounts connected** — at least 2-3 sending accounts are linked and warmed
- [ ] **Sending schedule set** — check timezone, sending hours, daily limits
- [ ] **Email sequence configured** — first email + follow-up(s) are set up in the campaign
- [ ] **Custom variables working** — preview 3-5 emails to confirm {{variables}} render correctly
- [ ] **Unsubscribe link present** — required for compliance
- [ ] **DNC list checked** — confirm no blacklisted domains made it through
- [ ] **Reply handling set** — auto-stop sequence on reply is enabled
- [ ] **Warmup active** — sending accounts have adequate warmup history

### Sample emails to spot-check:

[Show 3 random emails from the upload for the user to visually verify]

Step 7: Remind about manual activation

Never auto-activate a campaign. Always tell the user:

"Leads are uploaded. Please review the campaign in your sequencer, check the sequence and sending settings, then manually activate when ready. I will not start the campaign automatically."

After Sending: Feedback Loop

After the campaign has been running (typically 1-2 weeks), prompt the user to run the feedback loop:

1. Export results from the sequencer (opens, replies, bounces)
2. Run context-building in feedback loop mode to update Campaign History
3. Use results to refine hypotheses and improve future campaigns

API Reference

Pre-configured provider docs in references/ directory. For other providers, docs are fetched during Step 0.