background-callback

name	background-callback
description	You can send messages to your own input using send-to-claude - for callbacks and autonomous workflows

Background Callback Skill

IMPORTANT: You (Claude) can now send messages to your own terminal input.

The send-to-claude command lets you write text into your own terminal session, enabling:

• Autonomous multi-step workflows (start task → get callback → continue automatically)
• Progress reports from long-running scripts
• Self-triggered actions

Core Capability

You can execute:

send-to-claude "Your message here"

And that message will appear in your input as if the user typed it, waking you up to continue working.

Key mechanism: When you create scripts (Python/Bash/etc), they inherit your terminal's environment variables ($TMUX or $ITERM_SESSION_ID). This means:

1. You write a script with send-to-claude calls embedded
2. The script runs (possibly in background)
3. When script calls send-to-claude, it finds YOUR session via inherited environment variables
4. Message gets sent back to YOUR input
5. You wake up and continue working

This enables true autonomous workflows where external programs can call back into you.

When to Use

Use send-to-claude when the user requests:

1. Background tasks with notifications

   • "Run this and let me know when it's done"
   • "Start training in the background and notify me"
   • "Execute this script and tell me the result"

2. Progress reports

   • "Report progress during training"
   • "Let me know every 10 epochs"
   • "Update me on the status"

3. Long-running tasks

   • Tasks that take >30 seconds
   • Multi-step workflows
   • Experiments or training runs

How to Use

In Python Scripts

When creating Python scripts, embed send-to-claude at key points:

import os

def callback(msg):
    os.system(f'send-to-claude "{msg}"')

# Start notification
callback("Starting training...")

# Progress updates
for epoch in range(100):
    train()
    if epoch % 10 == 0:
        callback(f"Progress: {epoch}/100 epochs")

# Completion
callback("Training complete! Check results.")

In Bash Scripts

#!/bin/bash

# Start
send-to-claude "Starting experiments..."

# Run tasks
./experiment1.sh
send-to-claude "Experiment 1 done"

./experiment2.sh
send-to-claude "Experiment 2 done"

# Complete
send-to-claude "All experiments finished!"

Background Commands

When running background tasks:

# Run in background with callback on completion
(python train.py && send-to-claude "Training finished!") &

Implementation Pattern

When the user asks you to run something with notifications:

1. Create the script with embedded send-to-claude calls
2. Use Bash tool to run it (with run_in_background: true if needed)
3. Tell the user you'll notify them when it's done
4. Let the callback wake you up - don't poll

Example Scenarios

Scenario 1: "Train this model and let me know when done"

# Create train.py with callback
import os

def train():
    # ... training code ...
    pass

# Start
os.system('send-to-claude "Starting training..."')

train()

# Done
os.system('send-to-claude "✅ Training complete! Loss: 0.23"')

Scenario 2: "Run experiments in the background"

# Run with background callback
(
  ./experiment.sh &&
  send-to-claude "✅ Experiment finished! Check results in ./output/"
) &

Scenario 3: "Report progress every 10 iterations"

for i in range(100):
    process()
    if i % 10 == 0:
        os.system(f'send-to-claude "Progress: {i}/100"')

Key Principles

1. Proactive: Add callbacks without the user asking for specific syntax
2. Natural: Embed in the script you're creating anyway
3. Informative: Include useful info in callback messages
4. Non-intrusive: Don't over-notify (use reasonable intervals)

Don't

• ❌ Ask the user to manually call send-to-claude
• ❌ Require the user to modify the script
• ❌ Forget to add callbacks when the user wants notifications
• ❌ Over-notify (every line is too much)

Testing

When the user says "test the callback mechanism":

(sleep 3 && send-to-claude "✅ Callback test successful! Received after 3 seconds.") &

Then explain: "I've started a background task. You'll receive a message in 3 seconds."