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Blackbox — Delegate coding tasks to the Blackbox AI multi-model CLI

Blackbox — Delegate coding tasks to the Blackbox AI multi-model CLI

Intermediate9 minutes3 questions2026-08-09
The idea in one minute

Start with meaning, then move to detail.

This lesson explains Blackbox — Delegate coding tasks to the Blackbox AI multi-model CLI as part of extending Hermes and connecting external tools. You will learn what it does, when it matters, and the smallest safe test that proves it works.

If you are new

If you are new, do not memorize names. Focus on three questions: what problem does this solve, what access does it need, and how can you verify the result?

For hands-on use

For practice, inspect the first example, identify its effects, run it on test data, and compare the result with the source claim.

For specialists

For advanced readers, inspect Skill metadata, Reference: full SKILL.md, Prerequisites, then verify failure modes and version compatibility.

What do you need first?

Complete installation and one successful task before adding new capabilities.

What will you know?

A clear outcome before you read.

  • Understand Blackbox — Delegate coding tasks to the Blackbox AI multi-model CLI without assumed prior knowledge.
  • Separate the source description from what still needs testing in your environment.
  • Read the first command and identify its inputs and outputs before copying it.
Lesson terms

Short definitions before the details.

Provider
The service that runs or provides access and authentication to a model.
Session & memory
A session holds conversation context, while memory keeps selected facts that should persist.
Skill
An instruction bundle that teaches Hermes a repeatable workflow without necessarily adding an external service.
Automation
Running work later or repeatedly with explicit success and failure conditions.
Official page description

Delegate coding tasks to the Blackbox AI multi-model CLI

Topic map

What does the source say, and in what order?

  1. 01
    Skill metadata

    Start here to understand the core idea or structure.

  2. 02
    Reference: full SKILL.md

    Read this after the foundation, then connect it to the previous step.

  3. 03
    Prerequisites

    Read this after the foundation, then connect it to the previous step.

  4. 04
    One-Shot Tasks

    Read this after the foundation, then connect it to the previous step.

  5. 05
    Background Mode (Long Tasks)

    Read this after the foundation, then connect it to the previous step.

  6. 06
    Checkpoints & Resume

    Read this after the foundation, then connect it to the previous step.

  7. 07
    Session Commands

    Read this after the foundation, then connect it to the previous step.

  8. 08
    PR Reviews

    Read this after the foundation, then connect it to the previous step.

  9. 09
    Parallel Work

    Read this after the foundation, then connect it to the previous step.

  10. 10
    Multi-Model Mode

    Finish here to verify the result and special cases.

Examples from the official page

Copy only after you understand the effect.

terminal(command="blackbox --prompt 'Add JWT authentication with refresh tokens to the Express API'", workdir="/path/to/project", pty=true)
terminal(command="cd $(mktemp -d) && git init && blackbox --prompt 'Build a REST API for todos with SQLite'", pty=true)
# Start in background with PTY terminal(command="blackbox --prompt 'Refactor the auth module to use OAuth 2.0'", workdir="~/project", background=true, pty=true) # Returns session_id # Monitor progress process(action="poll", session_id="<id>") process(action="log", session_id="<id>") # Send input if Blackbox asks a question process(action="submit", session_id="<id>", data="yes") # Kill if needed process(action="kill", session_id="<id>")
Try it now

Read the first command and identify its inputs and outputs before copying it.

Match every command to your installed Hermes version, review the files and accounts it can reach, and use non-sensitive data for the first test. If this explanation differs from the source, the official source wins.

Knowledge check

Three decisions before completion.

1. What is the source of truth when “Blackbox — Delegate coding tasks to the Blackbox AI multi-model CLI” changes?
2. What is the best way to apply this lesson?
3. What should happen before a step can modify files or an external account?