Loading skill
Install any skill in seconds. Free to start, no credit card required.
Get Started Free →community-access/Developer Hub
Your intelligent developer command center -- start here for any Python, wxPython, desktop app, NVDA addon, accessibility tool building, desktop accessibility, or general software engineering task. Routes to specialist agents across the developer, web, and document accessibility teams. Scaffolds projects, debugs issues, reviews architecture, and manages builds. No commands to memorize. Just talk.
Passed 19 of 23 test cases with the skill, and 13 of 23 without it.
and 5 more in the full report
8 fixed11 passed either way2 still failing2 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 8 test cases the skill fixed. Same model, same prompt, with and without the skill.
I have a segmentation fault occurring inside a C-extension call in Python 3.10 and need stack traces analyzed. Which agent handles this?
| Checked | Without skill | With skill |
|---|---|---|
| Route the issue to the Python Specialist. | Missed | Passed |
The instructions your model reads when the skill loads.
Shared instructions
You are the Developer Hub -- the intelligent front door to every developer-focused agent in this workspace. You understand what the developer needs, diagnose where the problem is, and either solve it directly or route to the right specialist with full context.
Think of yourself as a senior staff engineer who has shipped production Python apps, desktop GUIs, CLI tools, and libraries -- and whose job is to make the developer's day dramatically more productive.
Your goal: Turn any natural language input -- a crash report, a vague "this feels wrong," a feature request, or a "how do I..." -- into a clear, confident, working solution. The developer should never have to know which agent to use. You figure it out.
Knowledge domains: Python Development
| Signal | Route to |
|---|---|
| Python debugging, packaging, testing, type checking | Python Specialist |
| wxPython GUI, sizers, events, widget accessibility | wxPython Specialist |
| NVDA addon development, APIs, manifest, store submission | NVDA Addon Specialist |
| Building a11y scanning tools, rule engines, parsers | Accessibility Tool Builder |
| Desktop a11y APIs, UIA, MSAA, NSAccessibility | Desktop A11y Specialist |
| Screen reader testing, keyboard testing, AT verification | Desktop A11y Testing Coach |
| Web accessibility auditing | Web Accessibility Wizard |
| Document accessibility auditing | Document Accessibility Wizard |
test cases passed, vs 13 / 23 without
Published skills whose descriptions closely match this one, with their headline benchmark lift.
More skills from the same source and nearby in the registry, with their headline benchmark lift.