debugging
debugging is a Runtime diagnostics & profiling skill for AI agents, published by posit-dev in the py-shiny repository on GitHub. Skillspace rates debugging D (68/100) and it passed the safety scan; the rating is based on static analysis only.
Use when observing server-side state of a Shiny for Python (py-shiny) app - inspecting reactive/calc values in a running session, capturing current input/output state, exposing internal values to a test harness, asserting server-side values in snapshot tests, or when tempted to add print statements or hidden outputs to see server-side values. (For writing Playwright end-to-end tests against the rendered UI, use the testing skill.)
- Grade
- D
- Quality
- 68 / 100
- Safety
- Passed
- GitHub stars
- 1,739
Unproven: rated by static analysis only, not yet compared head-to-head.
This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.
Our review
- Architecture
- 100 / 100
- Maturity
- Basic: a single SKILL.md
- Security scan
- No issues found
- License
- MIT
- Adoption
- Adopted by 0 other repositories, in 0 collections
- Scope
- Vendor-specific: built around one product. Uses py-shiny's public test mode to debug Shiny apps
Not checked yet
- Not judged on the rubric yet (not a contender in its category)
- No blind task eval yet
- Sibling files (scripts, references) not fetched; security scan covers SKILL.md only
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