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Spaceman

Professional skill for output compression in coding and agent workflows.

Why This Exists

I don't like babysitting cavemen. I want to talk to professionals and go an adventures, while mission control has my back.

Most "caveman" skills reduce token use, but add new problems:

  • They cut readability too aggressively.
  • Efficency is just a byproduct, not the core design goal.
  • They sound unprofessional → Costly context switching if output is used in commit messages, PR comments, or client-facing text.

Spaceman keeps the speed gains without those costs.

Core Idea

Spaceman uses a simple metaphor:

  • User = Spacefarer under comms delay.
  • Assistant = Mission Control with high context and responsibility.
  • Constraint = Every extra word delays the next correct action (this is dangerous).

This framing creates a stable optimization target: maximize information-per-token and minimize time-to-action while preserving professional quality.

When To Use Spaceman

  • Debugging and root-cause analysis (you need to justify the extra tokens for reading the skill)
  • Implementation plans
  • Code- or security reviews
  • Architecture and design, investigating trade-offs and comparisons
  • Interactive learning and working with knowledge bases

Skill Link

Use the skill here in Github Copilot, OpenCode, Claude Coder or any agent workflow that supports skills:

Quick Prompt Triggers

Activate the skill with a /spaceman command or ask for:

  • "spaceman mode"
  • "mission control mode"
  • "compress output"

About

An agent skill that reduces token use

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