Decide whether a test worked: what counts as validated, what counts as failed, and when to stop.
Free and open source. macOS, Windows and Ubuntu.
Add the skill to a bot, then ask your Chief of Staff:
“Use the Validation rubric: when has it validated, when has it failed, and when to kill skill on this: [describe the job, or paste your notes].”
A test finished. The team is staring at numbers and reaching for a story.
Free for Mac, Windows and Ubuntu.
Open Settings → Skills and switch on Validation rubric: when has it validated, when has it failed, and when to kill for any bot. Or ask your Chief of Staff to pick skills for a job.
The bot reads the skill when the job calls for it, and works the way it lays out.
Each of these library teams gives its bots this skill. Import one free and look inside first.
Decide whether a test worked: what counts as validated, what counts as failed, and when to stop.
Nothing. It ships with Murage, which is free and open source. Your bots run on the AI plan you already have.
Yes. Open it in Settings → Skills to read, edit or duplicate it. Skill Guard scans it again after every edit.
Download the free app, connect the AI you already pay for, and tell your Chief of Staff what needs doing. Plan on about ten minutes from install to a working team.
No account needed · Runs on the AI plan you already pay for