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Updated 5mo ago

by demml

opsml

AI lifecycle platform for classical ML and agentic systems. Versioned, encrypted registries for data, models, experiments, prompts, agents, MCPs, and skills. Pre/deploy/post-deployment patterns. Real-time monitoring and evaluation via Scouter. Rust core, governed by design

View on GitHub (opens in a new tab)

42 GitHub stars (42)

  • 3 skills (3 skills found in its SKILL.md files)
  • 3 forks (3 forks)
  • 5mo ago last update (Last updated 5mo ago)

Install

Skills CLI

npx skills add demml/opsml

Asks which skills and agents to install. Just one: npx skills add demml/opsml --skill opsml-ts-svelte — add -g for every project.

Claude Code

git clone https://github.com/demml/opsmlcp -r "opsml/.claude/skills/opsml-ts-svelte" ~/.claude/skills/

Copies the opsml-ts-svelte skill into ~/.claude/skills/ for every project (use .claude/skills/ for one project). Repeat for the other skills listed below.

Plugin

/plugin marketplace add demml/opsml

Run inside Claude Code if the repository ships a plugin marketplace, then pick plugins from /plugin.

Skills can run code on your machine — read the SKILL.md first.

What it does

In the author's own words, from each skill's SKILL.md.

  • opsml-ts-svelte

    Use this skill whenever a user asks about TypeScript logic, Svelte 5 components, SvelteKit routing or data loading, state management, reactivity, API integration, type definitions, performance optimization, or any frontend logic in the OpsML project. Triggers include: writing or fixing TypeScript, Svelte runes ($state, $derived, $effect, $props), load functions, form actions, server endpoints, st…

    .claude/skills/opsml-ts-svelte/SKILL.md on GitHub (opens in a new tab)

  • opsml-ui

    Broad skill for building, editing, debugging, styling, and extending the OpsML UI in `crates/opsml_server/opsml_ui`. Use for Svelte 5 components, SvelteKit routes/layouts/load functions, internal `/routes/api` proxy endpoints, UI stores, Tailwind or Skeleton styling, card pages, Scouter dashboards, observability or trace views, agent or prompt interfaces, and general frontend bugfix or feature wo…

    .claude/skills/opsml-ui/SKILL.md on GitHub (opens in a new tab)

  • data-analysis

    Extract text and tables from PDF files, fill forms, merge documents. Use when working with PDF files or when the user mentions PDFs, forms, or document extraction.

    py-opsml/tests/service/agent/assets1/skills/data-analysis/SKILL.md on GitHub (opens in a new tab)

Review before you install

A skill is a set of instructions and scripts your agent will follow, and it can run code on your machine. Read the SKILL.md and any scripts first — this listing is not a security review.