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iii-channels

Binary streaming between workers via channels. Use when building data pipelines, file transfers, streaming responses, or any pattern requiring binary data transfer between functions.

79

Quality

73%

Does it follow best practices?

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SKILL.md
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Channels

Comparable to: Unix pipes, gRPC streaming, WebSocket data streams

Key Concepts

Use the concepts below when they fit the task. Not every worker needs channels.

  • A Channel is a WebSocket-backed binary stream between two endpoints (writer and reader)
  • createChannel() returns a writer/reader pair plus serializable refs that can be passed to other workers
  • StreamChannelRef is a serializable reference (channel_id, access_key, direction) that can be included in function payloads
  • Writers send binary data (chunked into 64KB frames) and text messages
  • Readers consume binary chunks via readAll() or receive text messages via callbacks
  • Consumers must construct a reader from a serializable StreamChannelRef (e.g., ChannelReader::new(...)) rather than using the producer-side reader object returned by createChannel()
  • Channels work cross-worker and cross-language — a Python writer can stream to a Rust reader

Architecture

A function creates a channel via createChannel(), receiving a writer and reader pair. The writer ref or reader ref is passed to another function (potentially in a different worker/language) via a trigger payload. The engine brokers the WebSocket connection between the two endpoints. Binary data flows directly between workers through the engine's channel endpoint.

iii Primitives Used

PrimitivePurpose
createChannel(bufferSize?)Create a channel, returns writer + reader pair
ChannelWriter.write(data)Send binary data (chunked into 64KB frames)
ChannelWriter.sendMessage(msg)Send a text message through the channel
ChannelWriter.close()Close the writer end
ChannelReader.readAll()Read entire stream into a single buffer
ChannelReader.onMessage(callback)Register callback for text messages
StreamChannelRefSerializable reference to pass between workers

Reference Implementation

  • TypeScript: ../references/channels.js
  • Python: ../references/channels.py
  • Rust: ../references/channels.rs

Each reference shows the same patterns (channel creation, binary streaming, text messages, cross-function handoff) in its respective language.

Common Patterns

Code using this pattern commonly includes, when relevant:

  • const channel = await iii.createChannel() — create a channel pair (producer access)
  • channel.writer.stream.write(buffer) / channel.writer.write(data) — send binary data
  • channel.writer.sendMessage(JSON.stringify({ type: 'metadata', ... })) — send text metadata
  • channel.writer.close() — signal end of stream
  • Pass channel.readerRef or channel.writerRef in trigger payloads for cross-worker streaming
  • Consumer must reconstruct the reader from the ref: e.g., new ChannelReader(iii.address, readerRef)
  • const data = await reader.readAll() — read entire stream (consumer behavior)
  • reader.onMessage(msg => { ... }) — handle text messages (consumer behavior)

Adapting This Pattern

Use the adaptations below when they apply to the task.

  • Use channels for large data transfers that shouldn't be serialized into JSON payloads
  • Pass readerRef to a processing function and writerRef to a producing function for pipeline patterns
  • Use text messages for metadata/signaling alongside binary data streams
  • Set bufferSize when the reader may be slower than the writer to apply backpressure
  • Channels work cross-language — a TypeScript producer can stream to a Rust consumer

Pattern Boundaries

  • For key-value state persistence, prefer iii-state-management.
  • For stream CRUD (named streams with groups/keys), prefer iii-realtime-streams.
  • For pub/sub messaging, prefer triggers with subscribe type.
  • Stay with iii-channels when the primary problem is binary data streaming between workers.

When to Use

  • Use this skill when the task is primarily about iii-channels in the iii engine.
  • Triggers when the request directly asks for this pattern or an equivalent implementation.

Boundaries

  • Never use this skill as a generic fallback for unrelated tasks.
  • You must not apply this skill when a more specific iii skill is a better fit.
  • Always verify environment and safety constraints before applying examples from this skill.
Repository
iii-hq/iii
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