Skill

Implement High-Performance Scientific Software

An installable GitHub library of 1,943+ reusable SKILL.md playbooks for Claude Code, Cursor, Codex CLI, Autohand Code, Gemini CLI, Antigravity, and other AI


80
Spark score
out of 100
Updated 20 days ago
Version 14.1.0
Models
claudegemini 1 5 pro

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Why it matters

Bridge the gap between theoretical computer science and high-performance implementation. This skill focuses on correctness and scientific rigor, delivering precise, well-tested code for complex computational challenges.

Outcomes

What it gets done

01

Critique and refine user requests based on scientific principles.

02

Implement complex algorithms with a focus on performance and correctness.

03

Select optimal programming languages and tools for specific computational domains.

04

Write comprehensive tests and documentation for generated code.

Install

Add it to your toolbox

Run in your project directory:

curl -fsSL https://spark.entire.vc/get/ag-research-engineer | bash

Overview

Academic Research Engineer

An installable library of 1,943+ SKILL.md playbooks that provide structured operating instructions for AI coding assistants across development, testing, security, infrastructure, and product workflows. Install this library when you want reusable, structured skills for AI coding assistants rather than one-off prompts. Choose specialized plugins for focused domains or the full catalog for broad coverage.

What it does

Agentic Awesome Skills is an installable GitHub library and npm installer for reusable SKILL.md playbooks. It provides AI coding assistants with structured operating instructions, context, constraints, and output formats for recurring tasks across development, testing, security, infrastructure, product work, and growth tasks.

When to use - and when NOT to

Use this library when you need searchable, installable skills for AI coding assistants that benefit from structured operating instructions. It fits developers, security engineers, product teams, and technical professionals who want agents to perform recurring tasks with better context and clearer outputs.

Do NOT use this library if you only need one-off prompt snippets or if your AI assistant does not support SKILL.md playbook formats.

Inputs and outputs

You install the library to your skills directory using the npm installer. The library provides 1,943+ skills that your AI assistant can reference for structured task execution. You can install the full catalog, choose specialized plugins for focused domains (web, security, data, docs, DevOps, QA, OSS), or use bundles and workflows for role-based recommendations.

Integrations

This library works with:

  • Claude Code - Anthropic's AI coding assistant that uses SKILL.md playbooks for structured tasks
  • Cursor - AI IDE that reads skill instructions for context-aware assistance
  • Codex CLI - OpenAI command-line tool supporting skill-based workflows
  • Autohand Code - CLI assistant that benefits from structured operating instructions
  • Gemini CLI - Google's command-line AI tool compatible with skill playbooks
  • Antigravity - AI IDE reading skills from ~/.agents/skills or ~/.gemini/antigravity-cli/skills
  • Kiro - AWS AI development tool supporting skill-based context
  • GitHub Copilot - Microsoft's AI pair programmer that can leverage skill instructions
  • OpenCode - CLI AI assistant designed for structured skill execution

Install the full library to your default skills directory:

# Default: ~/.agents/skills (Antigravity 2.0 global). Use --path for other locations.
npx agentic-awesome-skills

# Antigravity CLI slash commands (agy): ~/.gemini/antigravity-cli/skills/<skill>/SKILL.md
npx agentic-awesome-skills --agy

Verify installation:

test -d ~/.agents/skills && echo "Skills installed in ~/.agents/skills"

Run your first skill:

Use @brainstorming to plan a SaaS MVP.

Who it's for

Developers and technical teams using Claude Code, Cursor, Codex CLI, Autohand Code, Gemini CLI, Antigravity, Kiro, OpenCode, GitHub Copilot, or other AI coding assistants. This library is trusted by 43,000+ GitHub stargazers and provides installable skills rather than just inspirational prompt collections. It offers broad coverage with real utility across 1,943+ skills, with specialized plugins available for focused workflows in web development, security, data engineering, documentation, DevOps, QA, and open source work.

Source README

Agentic Awesome Skills (Release 14.1.0) is a large, installable skill library for AI coding assistants. It packages 1,943+ reusable SKILL.md playbooks, specialized plugins, bundles, workflows, generated catalogs, and a CLI installer so Claude Code, Codex CLI, Autohand Code, Cursor, Gemini CLI, Antigravity, and similar tools can reuse proven operating instructions instead of one-off prompts.

FAQ

Common questions

Discussion

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