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Long-Horizon Prompting (Context Engineering)

Skill

Write launch prompts for agents that run for hours: exact success criteria, stop rules and audits

by Muratcan KoylanWriting & ContentAgents & Automation Listed Dec 21, 2025

Clone or download it from github.com, then drop the folder into ~/.claude/skills/ (Claude Code) or your agent's skills directory.

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About Long-Horizon Prompting (Context Engineering)

From Muratcan Koylan's Agent Skills for Context Engineering collection, for the prompt you hand an agent before walking away.

It teaches a near-formal task brief style:

  • Define terms and an exact success condition, and list what does not count
  • Set persistence rules, effort floors, and clear stop-and-report conditions
  • For parallel swarms, keep a registry of approaches tried and routes ruled out
  • Require an adversarial audit before the agent declares victory

Useful for overnight runs and multi-agent attacks on hard problems.

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