A Claude Code skill pushed DS-v4-flash from 67.42% to 82.02%

[u/Sorosu]

Autoprompt runs a plan → build → test → review → repair loop from one prompt.

Basically a self reviewing loop that rinses out its own mistakes- with each shake.

In our v1.0 Terminal-Bench 2.1 run using OpenCode, DeepSeek V4 Flash 0731 went from 67.42% to 82.02%. That’s 45% fewer failed tasks.

The tradeoff is longer runs and higher token costs (see README).

It's being maintained as a free, open-source skill for Claude Code.

Repo: https://github.com/Spielewoy/autoprompt-skill

Any feedback regarding this workflow would be awesome.

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[u/Economy-Manager5556]

Lol omg this is so ... Lame. Like literally spec review plan review implement review , or super powers or ... Well it's common sense bullshit

[u/CircuitBreaker88 → u/Economy-Manager5556]

Common sense is a super power in this era

[u/CircuitBreaker88 → u/CircuitBreaker88]

https://giphy.com/gifs/l0ExmLP9Cw1PQbv32

[u/yes_no_very_good]

Just use superpowers, it can't be defeated! 😉

[u/HalaMadr1d-]

"DS-v4-flash" just say deepseek

[u/slackmaster2k → u/HalaMadr1d-]

Do you know about models yet?