claude

panel-live-server

MCP server that renders, validates and screenshots Panel apps and plots so the agent can see what it built. Runs Python locally; pairs with developing-with-holoviz.

5 on GitHubBSD-3-Clauseupdated 10 days ago
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Plugin panel-live-server from marketplace holoviz-skills in holoviz-dev/holoviz-skills. Commands read from the repo's manifest — 9 days ago.

What it installs

Skills (14)

  • contributing-to-holoviz

    Maintain, contribute to, and write about HoloViz packages. Use when reviewing PRs, refactoring code, writing tests, docs or PR descriptions, writing a minimal reproducer or a Playwright repro of a browser-only bug, stripping LLM slop from prose, or writing a blog post or demo video about a HoloViz p

  • cleanup

    Code quality guidelines for HoloViz packages. Use when writing, changing, refactoring, or reviewing code in any HoloViz repository.

  • deslop

    Strip LLM slop from prose — rhetorical tics, false-profundity constructions, AI vocabulary, and boilerplate. Use when writing or reviewing any HoloViz prose (PR descriptions, docs, blog posts, READMEs, commit messages) to remove recognizable LLM patterns.

  • documentation

    Documentation guidelines for HoloViz packages. Use when writing or reviewing docs, changelog entries, or API references in any HoloViz repository.

  • minimal-example

    Write a minimal, self-contained, reproducible example for a HoloViz behavior or bug. Use when drafting a bug report, an issue reproducer, a PR "How to test" snippet, any code sample a maintainer must be able to paste and run unchanged, or a Playwright script that confirms a bug only visible in the b

  • outreach

    Writing about and showing HoloViz work for readers outside a PR or the docs, such as a post on blog.holoviz.org or a company blog, a short demo video for YouTube or LinkedIn, or a codebase explainer video for new contributors. Use when drafting, structuring, or reviewing a blog post, or when plannin

  • pr-description

    Writing a clear pull request description for HoloViz packages. Use when drafting or reviewing the description, summary, or write-up of a PR in any HoloViz repository.

  • testing

    Testing guidelines for HoloViz packages. Use when writing tests, reviewing test coverage in PRs, or identifying missing edge cases in any HoloViz repository.

  • creating-custom-holoviz-skills

    Create new agent skills for the HoloViz ecosystem. Use when adding a skill to this repository — covers repo conventions, directory layout, routing skills, the docs pipeline, and the eval system.

  • developing-with-holoviz

    Route to HoloViz sub-skills. Use for ANY task involving interactive plots, dashboards, data apps, reactive parameters, or custom JS/Python components in the HoloViz ecosystem (Panel, hvPlot, HoloViews, Param) — including tasks that name Bokeh, Matplotlib, or Plotly, since HoloViz embeds those figure

  • holoviews

    Build interactive visualizations with HoloViews elements, opts, streams, and operations. Use when composing plots from element primitives (Curve, Points, Bars, NdOverlay), customizing Bokeh tools/tooltips/formatters, using DynamicMap, streams, or link_selections. Do not use for simple DataFrame plot

  • hvplot

    Plot DataFrames and datasets using a Pandas .plot()-like API for Pandas, Polars, Xarray, DuckDB, Dask, and GeoPandas. Use when the user asks to visualize, plot, or chart tabular or multidimensional data. Do not use for element composition, streams, or custom Bokeh tools/tooltips (use HoloViews).

  • panel

    Build interactive dashboards, tools, and data apps with HoloViz Panel. Use when the user needs widgets, layouts, templates, or reactive server-side Python web applications. Do not use for standalone plots without widgets (use hvPlot).

  • param

    Define Python classes with typed, validated, reactive parameters using Param. Use when building classes with constrained attributes, reactive dependencies between values, or dynamic option cascading. Load alongside the Panel skill for any Panel app using Parameterized classes.

View source on GitHub holoviz-dev.github.io

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Every HoloViz Agent Skill in one plugin — Panel, hvPlot, HoloViews, Param, and more. Bundles contributing-to-holoviz, creating-custom-holoviz-skills, developing-with-holoviz.

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