Miaoda App Builder - create web apps, WeChat mini-programs, games, AI tools, SaaS products, and dashboards through natural language conversations. Full workflow from code generation to deployment.
SkillScore95Maintained
Automatic
◆Coding pack
Last verified 8/13/2026
What it changes
Passed 21 of 22 test cases with the skill, and 6 of 22 without it.
Without skill27%
With skill95%
Checks it passed that the model alone missed
Identifies ClawHub as the package manager.
Specifies scripts/miaoda.py as the script path.
Uses the create subcommand instead of the chat subcommand.
and 16 more in the full report
15 fixed6 passed either way1 still failing0 broke
Pass-rate lift
+68 pp
Tokens
-45%
Agent turns
0%
Response time
-52%
Model gemini-3.6-flashMeasured 8/13/2026v121 of 22 cases passed with skill
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 15 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 15
Prompt
Which package management CLI tool is used to install the `miaoda-app-builder` package?
What was checked, without and with the skill
Checked
Without skill
With skill
Identifies ClawHub as the package manager.
Missed
Passed
case-19 · gemini-3.6-flash · 8/13/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.