jupyter-live-kernel
jupyter-live-kernel is an Exploratory analysis & notebooks skill for AI agents, published by AgentBull in the ankole repository on GitHub. Skillspace rates jupyter-live-kernel C (70/100) and it passed the safety scan; the rating is based on static analysis only.
Use for iterative Python via a live Jupyter notebook kernel, especially data science, DataFrame inspection, notebook editing, and stateful API exploration. Prefer command for one-shot scripts.
- Grade
- C
- Quality
- 70 / 100
- Safety
- Passed
- GitHub stars
- 25
Unproven: rated by static analysis only, not yet compared head-to-head.
Not launch-quality. It is graded C with a clean safety verdict, but our quality filters exclude it: it is a near-duplicate variant of another skill. So it is not in our launch-quality set, the skills our MCP server searches and recommends. How launch-quality is decided
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
- Structured: ships references or scripts
- Security scan
- Low-risk patterns
- License
- Apache-2.0
- Adoption
- Adopted by 0 other repositories, in 0 collections
What the scanner flagged
- mentions secrets in text
Not checked yet
- Category is a classifier prediction; no model has read this skill yet
- Not judged on the rubric yet (not a contender in its category)
- No blind task eval yet
- Scope (portable / vendor / repo-internal) not assessed; only the top of each category is read for scope
- Sibling files (scripts, references) not fetched; security scan covers SKILL.md only
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