Connector Delivery

SkillDatabases & data

Helps your agent build new delivery connectors for RobustMQ, such as webhook, ClickHouse, or Cassandra targets.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Connector Delivery skill

About this capability

Implements new RobustMQ MQTT connector integrations end-to-end using project conventions. Use when the user asks to add, implement, or support a new connector type such as webhook, opentsdb, clickhouse, influxdb, cassandra, mqtt bridge, or protocol-compatible targets.

What this skill tells your AI

The instructions your AI receives, as published by robustmq/robustmq in .claude/skills/connector-delivery/SKILL.md and read by ahel’s review.

Purpose

Deliver a new RobustMQ connector end-to-end with consistent patterns across:

  • metadata struct and validation
  • connector runtime implementation
  • connector type registration and dispatch wiring
  • admin API parsing and validation
  • documentation and verification

Use this skill when the user asks: "add/support/implement ".

Input Contract

Collect only missing essentials. If omitted, apply defaults and proceed.

  1. Connector type name (s3, kinesis, foo).
  2. Direction (default: sink/outbound).
  3. Required config fields.
  4. MQTT record -> target payload mapping.

Default assumptions

  • Direction: sink
  • Batch behavior: one send_batch call handles one pulled batch
  • Retry/failure policy: reuse existing framework, do not invent per-connector policy
  • Serialization: JSON unless target protocol requires specific format

Fast-path command

If user says only "implement X connector", do this without extra questions:

  1. Build minimal usable config with strict validation.
  2. Implement sink writing with clear, deterministic mapping.
  3. Wire all registration points.
  4. Update both zh/en API and overview docs.
  5. Run targeted cargo check.

Implementation Workflow

1) Metadata Config

Files:

  • src/common/metadata-struct/src/connector/config_<type>.rs
  • src/common/metadata-struct/src/connector/mod.rs

Requirements:

  1. Add config struct with Serialize, Deserialize, Clone, Debug, PartialEq.
  2. Add Default with practical defaults.
  3. Add validate(&self) -> Result<(), CommonError>:
    • required fields non-empty
    • protocol/URL format checks
    • numeric range checks
    • dependent field pair checks
  4. Export module in mod.rs.

Validation style:

  • Prefer explicit error messages with exact field names.
  • Keep bounds conservative and consistent with existing connectors.

2) ConnectorType Registration

File:

  • src/common/metadata-struct/src/connector/connector_type.rs

Required edits:

  1. Add CONNECTOR_TYPE_<TYPE> constant.
  2. Add enum variant in ConnectorType.
  3. Extend as_str().
  4. Extend FromStr with default config constructor.
  5. Add import for new config type.

Rule: no partial registration. All four points must be updated.

3) Runtime Connector Module

Files:

  • src/connector/src/<module>/mod.rs
  • optional dependency updates in src/connector/Cargo.toml

Implement ConnectorSink:

  • validate(): call config validation
  • init_sink(): build client/operator/resource
  • send_batch(): convert and send batch
  • cleanup_sink(): optional if resource needs shutdown

Mapping rules:

  • Keep payload mapping deterministic.
  • Preserve important fields (key, headers, tags, timestamp) when reasonable.
  • Do not hide conversion loss; if lossy, document it.

Error rules:

  • Use CommonError with actionable messages.
  • Do not silently swallow target write errors.

4) Runtime Wiring

Files:

  • src/connector/src/lib.rs
  • src/connector/src/core.rs

Checklist:

  • Module exposed in src/connector/src/lib.rs or module tree.
  • Startup path can construct the new sink.
  • Branching by connector type includes new variant.

5) Admin API Wiring

File:

  • src/admin-server/src/mqtt/connector.rs

Required edits:

  1. Allow connector type in validate_connector_type.
  2. Parse config in parse_connector_type.
  3. Ensure validate() is called on decoded config.

6) Failure Strategy Semantics

Never change global semantics while adding a connector.

Must preserve:

  • discard: terminal, commit offset.
  • discard_after_retry: retry then terminal.
  • dead_message_queue:
    • retry first;
    • write DLQ only after retries exhausted;
    • DLQ write failure returns error and continues retry;
    • only terminal-success path should allow offset commit.

7) Documentation Sync

Update all relevant docs when connector is user-facing.

Files:

  • docs/zh/RobustMQ-MQTT/Bridge/Overview.md
  • docs/en/RobustMQ-MQTT/Bridge/Overview.md
  • docs/zh/Api/Connector.md
  • docs/en/Api/Connector.md
  • Sidebar entries only if adding new pages.

Document:

  • connector purpose,
  • config schema,
  • examples,
  • protocol-compatibility notes (if support is via compatible protocol).

8) Validation and Checks

Run after edits:

  1. cargo check -p metadata-struct -p connector -p admin-server
  2. Lint check for touched Rust files.
  3. Confirm no missing match arms for ConnectorType.
  4. Confirm docs include type list + config section + example request.

File Matrix (must touch)

  • Metadata config: config_<type>.rs
  • Metadata mod export: connector/mod.rs
  • Connector type enum: connector/connector_type.rs
  • Runtime module: src/connector/src/<module>/mod.rs
  • Runtime exports/dispatch: src/connector/src/lib.rs, src/connector/src/core.rs
  • Admin parse/validate: src/admin-server/src/mqtt/connector.rs
  • Docs: zh/en API + zh/en Overview

Output Format

Return concise delivery report:

  1. Files changed.
  2. Behavior and defaults.
  3. Known limitations.
  4. Suggested next verification command(s).

Use this completion template:

Implemented `<type>` connector end-to-end.

- Changed files: ...
- Runtime behavior: ...
- Config defaults: ...
- Limitations: ...
- Verify: `cargo check -p metadata-struct -p connector -p admin-server`

Guardrails

  • Reuse existing connector patterns before inventing new abstractions.
  • Keep changes minimal and localized.
  • Preserve backward compatibility for serialized config where possible.
  • If protocol/client constraints block implementation, stop and explain blocker with alternatives.

Common Pitfalls

  • Added new config file but forgot ConnectorType FromStr branch.
  • Added ConnectorType variant but forgot runtime dispatch in core.rs.
  • Added runtime module but forgot pub mod export in lib.rs.
  • Added code but forgot admin validate_connector_type whitelist.
  • Docs updated in one language only.

Signals

GitHub stars
2k
Forks
256
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
connector-delivery
Source
github.com/robustmq/robustmq