Autonomous AI agent platform for building and deploying continuous agents.
SkillScore91Maintained
Automatic
◆AI Engineer pack
Last verified 8/6/2026
What it changes
Passed 20 of 22 test cases with the skill, and 6 of 22 without it.
Without skill27%
With skill91%
Checks it passed that the model alone missed
Specifies the path /api/v1/webhooks/wh-99.
Decorates the search function using @ability.
Imports ability or Ability from the forge module.
and 18 more in the full report
14 fixed6 passed either way2 still failing0 broke
Pass-rate lift
+64 pp
Tokens
+70%
Agent turns
0%
Response time
-61%
Model gemini-3.6-flashMeasured 8/6/2026v120 of 22 cases passed with skill
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 14 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 14
Prompt
When developing a new custom agent using the Forge CLI in AutoGPT Classic, what subdirectory in the repository must you navigate to before running ./run setup or ./run forge create?
What was checked, without and with the skill
Checked
Without skill
With skill
Navigates to the classic directory before running setup or forge commands.
Missed
Passed
case-21 · gemini-3.6-flash · 8/6/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md393 lines3 files
AutoGPT - Autonomous AI Agent Platform
Comprehensive platform for building, deploying, and managing continuous AI agents through a visual interface or development toolkit.
When to use AutoGPT
Use AutoGPT when:
Building autonomous agents that run continuously
Creating visual workflow-based AI agents
Deploying agents with external triggers (webhooks, schedules)