Launch, restart, or troubleshoot the real AO Electron desktop app from this repository; run a checkout against isolated or real local AO data; combine PR branches for local UI review; and diagnose stale Electron processes, port conflicts, or preload bridge mismatches.
SkillScore36Maintained
Automatic
◆Coding pack
Last verified 8/29/2026
What it changes
Passed 5 of 13 test cases with the skill, and 4 of 13 without it.
Without skill27%
With skill36%
Checks it passed that the model alone missed
Uses ../../../.agents/skills/ao-desktop-dev/SKILL.md to configure launch parameters
Consults ../../../.agents/skills/ao-desktop-dev/SKILL.md for desktop development guidelines
Refers to ../../../.agents/skills/ao-desktop-dev/SKILL.md for desktop app auth flow troubleshooting
and 1 more in the full report
4 fixed4 passed either way12 still failing2 broke
Pass-rate lift
+9 pp
Tokens
-22%
Agent turns
0%
Response time
-13%
Model gemini-3.6-flashMeasured 8/29/2026v28 of 22 cases passed with skill · 13 comparable
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 4 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 4
Prompt
I want to run a local build and packaging dry run for the desktop app to verify build artifacts. Should I invoke electron-builder directly?
What was checked, without and with the skill
Checked
Without skill
With skill
Consults ../../../.agents/skills/ao-desktop-dev/SKILL.md for desktop application execution procedures
Missed
Passed
case-13 · gemini-3.6-flash · 8/29/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md3 linessingle file
AO Desktop Dev
Read and follow ../../../.agents/skills/ao-desktop-dev/SKILL.md completely before launching or troubleshooting the desktop app. That file is the canonical cross-agent workflow for this repository.