sequenzy（sequenzy 开发）

Sequenzy

Overview

Use this skill when the task is to operate Sequenzy, not to change Sequenzy's source code. Prefer the sequenzy CLI for supported workflows, treat packages/mcp/src/tools/index.ts as the MCP source of truth when the task goes through MCP tools, and explicitly call out when a requested workflow is not wired in the current implementation.

Ground Rules

1. Treat packages/cli/src/index.tsx as the source of truth for which commands are actually wired.
2. Treat packages/cli/src/commands/ and packages/cli/src/api.ts as the source of truth for CLI behavior, payload shape, and API routes.
3. Treat packages/mcp/src/tools/index.ts as the source of truth for MCP tool names, arguments, and preflight validation.
4. Do not promise support for commands or tools that only appear in docs or --help text without an attached implementation.
5. Prefer sequenzy login for interactive auth and SEQUENZY_API_KEY for automation.
6. Prefer inspection before mutation whenever the workflow allows it.

Supported Workflows

Read references/use-cases.md before executing anything non-trivial. The currently implemented CLI flows are:

• login and logout
• local auth/session check with whoami
• account inspection with account
• company inspection or creation with companies list|get|create
• stats overview or stats by campaign/sequence ID
• subscribers list, add, get, and remove
• lists list and create
• tags list
• segments list, create, and count, including --match any in the CLI and filterJoinOperator: "or" in MCP/API calls
• templates list, get, create, update, and delete, with create and update accepting raw HTML or Sequenzy block JSON
• campaigns list, get, create, update including reply-to updates, and test, with create accepting raw HTML, Sequenzy block JSON, or prompt-generated content and update accepting raw HTML or Sequenzy block JSON
• MCP update_campaign calls including replyTo and replyProfileId
• sequences list, get, create, update, enable, disable, and delete
• AI generation with generate email, generate sequence, and generate subjects
• dashboard URL generation with CLI urls, MCP get_app_urls, and appUrls/url fields on campaign, sequence, template, and company results
• websites list, add, check, and guide
• API key creation with api-keys create
• send one transactional email by template or raw HTML

Unsupported Or Placeholder Workflows

Treat missing subcommands as unsupported even when the noun exists. For example: campaign send/schedule flows, list deletion, tag mutation, and bulk subscriber import are not available through the current CLI handlers.

Execution Pattern

1. Check auth first with sequenzy whoami or by verifying SEQUENZY_API_KEY is set.
2. Pick the narrowest command that matches the use case.
3. Validate IDs, recipient email, subject, template, or content input before issuing a mutation.
4. Surface CLI limitations directly instead of inventing a workaround.
5. If the workflow is unsupported in the CLI, say whether the next-best path is the Sequenzy dashboard or direct API use.
6. When you create or inspect a campaign, sequence, template, or company and the user may want to review/edit it, surface the dashboard URL from url or appUrls in the tool/CLI output. If needed, generate it with sequenzy urls or MCP get_app_urls.
7. Call out implementation caveats that matter operationally, such as whoami using cached local auth state, sequence creation supporting both --goal and explicit step modes, generated sequences being capped at 10 emails, campaigns test being a stubbed success path in the current backend, and conditional email content requiring block JSON rather than raw HTML.

Dashboard URLs

Use SEQUENZY_APP_URL as the dashboard base when it is set; otherwise default to https://sequenzy.com.

Prefer actual URLs returned by the CLI/MCP result:

• sequence editor: /dashboard/company/{companyId}/sequences/{sequenceId}
• campaign editor: /dashboard/company/{companyId}/campaign/{campaignId}
• template/email editor: /dashboard/company/{companyId}/emails/{emailId}
• settings: /dashboard/company/{companyId}/settings
• settings tab: /dashboard/company/{companyId}/settings?tab={tab}

Useful settings tabs include domain, tracking, localization, integrations, events, tags, goals, sync-rules, api-keys, widgets, and team.

References

• references/command-reference.md: exact command shapes, env vars, behavior, and caveats.
• references/use-cases.md: decision trees and examples for the most common agent tasks.