superml: An ML engineering plugin for your coding agents

by Leeroo-AI · Codex Skill · ★ 195

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

How to install superml

/plugin install superml@leeroo-marketplace
claude plugin add --from-github leeroo-ai/superml

Taken from the project's README on GitHub.

Security audit verdict: SAFE · quality 72/100

None of the 42 rules matched — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours.

The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.

aiclaude-codecodexcoding-agent-skillscoding-agentscursor-aillmmachine-learningmlmulti-agent

Quick Facts

Stars195
Forks18
LanguagePython
CategoryCodex Skill
LicenseApache-2.0
Quality Score72/100
Open Issues1
Last Updated2026-03-17
Created2026-03-03
Platformsclaude-code, codex, python
Est. Tokens~27k

About superml

SuperML Give your AI coding agent ML engineering superpowers. Watch how SuperML works in 90 seconds: If SuperML helps you, give it a ⭐ it helps others find the project. It adds two things your coding agent doesn't have: ML Pipeline: Seven skills that encode the workflow you already follow. Plan against real framework docs. Catch config mistakes before they cost you GPU hours. Debug OOM, NaN, a

Compatible Skills

These tools work well together with superml for enhanced workflows:

  • agent-plugins — semantic(0.30)+complementary+rare_topics+same_lang+similar_pop+shared_platform (70%)
  • claude-codex-settings — semantic(0.16)+complementary+rare_topics+same_lang+similar_pop+shared_platform (60%)
  • appworld — semantic(0.23)+complementary+rare_topics+same_lang+similar_pop+shared_platform (58%)
  • LLMFuzzAgent — semantic(0.32)+complementary+same_lang+similar_pop+shared_platform (56%)

superml alternative? Top 6 similar tools

Looking for a superml alternative? If you're comparing superml with other codex skill tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.

  • awesome-ai-tools by eudk · ⭐ 600

    🔴 VERY LARGE AI TOOL LIST! 🔴 Curated list of AI Tools - Updated 2026

  • hcom by aannoo · ⭐ 583

    Let AI agents message, watch, and spawn each other across terminals. Claude Code, Codex, Antigravity CLI, Curs

  • aiwg by jmagly · ⭐ 229

    Reusable project context and specialist workflows for the AI tools you already use. Agents, skills, rules and

  • turbo-flow by marcuspat · ⭐ 185

    The rules layer for AI-written code — rig-lite: a fail-closed cross-model review gate, a written constitution,

  • ok-skills by mxyhi · ⭐ 507

    Curated AI coding agent skills and AGENTS.md playbooks for Codex, Claude Code, Cursor, OpenClaw, and other SKI

  • mcp-linker by milisp · ⭐ 345

    Manage MCP servers, skills and plugins across Claude Code, Codex, Cursor and more. Built-in marketplace, one-c

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How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

View on GitHub → Browse Codex Skill tools