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Autoprompt reduces agent coding errors by 45%.
Autoprompt is a coding agent skill that reduces failures by 45% on agentic tasks in Terminal-Bench 2.1. (DeepSeek V4 Flash is one of the reference models in the benchmark, along with Claude Code, Codex, OpenCode, etc.)
Autoprompt is a skill for coding agents that improves scores by +14.61 points (+45% fewer task failures) on the independent Terminal-Bench 2.1 benchmark. DeepSeek V4 Flash 0731 is one of the reference models on the leaderboard. Use an interactive installer (npm install -g autoprompt-skill && autoprompt) to install the skill automatically based on your coding agent (supports Claude Code, Codex, OpenCode, Kilo Code, VS Code Copilot, Prime Agent).
Why a vibe-coder should care
This skill will help your coding agent change its task strategy without having to rewrite any prompts. One-click installation that works with your existing coding agent.
How to install
Copy this and send it to your agent — Claude Code, Codex, any of them:
Install the autoprompt skill from https://github.com/Spielewoy/autoprompt-skill (npm install -g autoprompt-skill, then autoprompt), pick my agent and verify with `autoprompt doctor --strict`.
A regular laptop — just Node.js and Python needed. Per the README: the agent runs ~3× longer and uses ~2× more tokens.
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