Autoprompt Skill Review 2026: A Coding-Agent Skill That Cuts Failures by 45%

Autoprompt Skill Review 2026: A Coding-Agent Skill That Cuts Failures by 45%

Autoprompt is an open-source skill for coding agents that wraps planning, implementation, testing, review, and repair around tools like Claude Code, Codex, and OpenCode. According to the project’s own benchmark run, it solved 73 of 89 Terminal-Bench 2.1 tasks versus a 60-task baseline, raising pass rate from 67.42% to 82.02% and cutting failures by 45%. The trade-off is roughly 3x execution time and 2x tokens, making it most valuable on hard, ambiguous tasks. ...

September 21, 2026 · 9 min · baeseokjae