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A collection of universal skills for AI agents

Project description

Universal Skills - Pydantic AI Skills

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Version: 0.1.35

Overview

Universal Skills is a collection of shared, reusable skills designed for Pydantic AI Agents. It provides a standardized way to give agents advanced capabilities like codebase searching, file navigation, and inter-agent communication.

Included Skills

The following universal skills are available. You can disable specific skills by setting their corresponding environment variables to False (default is True).

Skill Directory Description Disable Flag Install Command
agent-browser Browser automation CLI for agents using the agent-browser tool. AGENT_BROWSER_ENABLE=False universal-skills[agent-browser]
agent-builder Templates and guidelines for building Single and Multi-Agent systems. AGENT_BUILDER_ENABLE=False universal-skills[agent-builder]
agent-spawner Spawns a Pydantic AI agent dynamically using an MCP configuration. AGENT_SPAWNER_ENABLE=False universal-skills[agent-spawner]
agent-workflows Agent-to-Agent communication, orchestration, and subagent dispatch. AGENT_WORKFLOWS_ENABLE=False universal-skills[agent-workflows]
algorithmic-art Generative algorithmic art using p5.js and interactive artifacts. ALGORITHMIC_ART_ENABLE=False universal-skills[algorithmic-art]
api-wrapper-builder Guide for creating robust, standardized API wrappers. API_WRAPPER_BUILDER_ENABLE=False universal-skills[api-wrapper-builder]
brainstorming Structured ideation, problem-framing, and design research. BRAINSTORMING_ENABLE=False universal-skills[brainstorming]
brand-guidelines Creating brand identity systems (logos, palettes, voice/tone). BRAND_GUIDELINES_ENABLE=False universal-skills[brand-guidelines]
browser-tools Web browser interaction and E2E visual QA via Playwright. BROWSER_TOOLS_ENABLE=False universal-skills[browser-tools]
c4-architecture Software architecture documentation using the C4 model in Mermaid. C4_ARCHITECTURE_ENABLE=False universal-skills[c4-architecture]
canvas-design Programmatic graphic design using HTML Canvas or SVG APIs. CANVAS_DESIGN_ENABLE=False universal-skills[canvas-design]
cloudflare-deploy Deploy applications and infrastructure to Cloudflare. CLOUDFLARE_DEPLOY_ENABLE=True (D) universal-skills[cloudflare-deploy]
creative-media Creative media processing (animations, GIFs, image conversion). CREATIVE_MEDIA_ENABLE=False universal-skills[creative-media]
database-tools Connect and query PostgreSQL, MySQL, and MSSQL databases. DATABASE_TOOLS_ENABLE=False universal-skills[database-tools]
developer-utilities Formatting, conversion, generation, cryptographic, and networking. DEVELOPER_UTILITIES_ENABLE=False universal-skills[developer-utilities]
document-converter Bulk convert .docx and .pdf to Markdown with high fidelity. DOCUMENT_CONVERTER_ENABLE=False universal-skills[document-converter]
document-tools Read, edit, analyze, or create document files (PDF, spreadsheet, etc) DOCUMENT_TOOLS_ENABLE=False universal-skills[document-tools]
github-tools GitHub workflows, PR comments, CI fixes, and git practices. GITHUB_TOOLS_ENABLE=False universal-skills[github-tools]
google-workspace Google Workspace ecosystem integration (Gmail, Drive, Docs, etc). GOOGLE_WORKSPACE_ENABLE=True (D) universal-skills[google-workspace]
internal-comms Creating internal announcements, memos, and executive briefings. INTERNAL_COMMS_ENABLE=False universal-skills[internal-comms]
jira-tools Interact with Jira via CLI or Atlassian MCP for ticket management. JIRA_TOOLS_ENABLE=False universal-skills[jira-tools]
jupyter-notebook Create, scaffold, or edit Jupyter notebooks. JUPYTER_NOTEBOOK_ENABLE=True (D) universal-skills[jupyter-notebook]
marp-presentations Create professional Marp Markdown presentation slides. MARP_PRESENTATIONS_ENABLE=False universal-skills[marp-presentations]
mcp-builder Guide for creating high-quality FastMCP servers. MCP_BUILDER_ENABLE=False universal-skills[mcp-builder]
mermaid-diagrams Create software diagrams (class, sequence, flowchart, ERD, C4, etc). MERMAID_DIAGRAMS_ENABLE=False universal-skills[mermaid-diagrams]
product-management PRD development, user stories, prioritization, and roadmapping. PRODUCT_MANAGEMENT_ENABLE=False universal-skills[product-management]
product-strategy Market analysis, TAM/SAM/SOM, positioning, and SaaS metrics. PRODUCT_STRATEGY_ENABLE=False universal-skills[product-strategy]
project-planning High-level reasoning, brainstorming, debugging, and research. PROJECT_PLANNING_ENABLE=False universal-skills[project-planning]
qa-planning QA test plans, manual test cases, regression suites, and bug reports. QA_PLANNING_ENABLE=False universal-skills[qa-planning]
react-development Type-safe React + TypeScript components, routing, and best practices. REACT_DEVELOPMENT_ENABLE=False universal-skills[react-development]
react-native-skills React Native and Expo best practices and performance optimization. REACT_NATIVE_SKILLS_ENABLE=False universal-skills[react-native-skills]
security-tools Threat modeling, Sentry error logs, and security code analysis. SECURITY_TOOLS_ENABLE=False universal-skills[security-tools]
skill-builder Tooling for creating and standardizing new universal skills. SKILL_BUILDER_ENABLE=False universal-skills[skill-builder]
skill-graph-builder Transform website documentation into indexed agent skills. SKILL_GRAPH_BUILDER_ENABLE=True (D) universal-skills[skill-graph-builder]
skill-installer Install skills into Windsurf, Claude Code, Antigravity, etc. SKILL_INSTALLER_ENABLE=False universal-skills[skill-installer]
session-handoff Create and restore agent session handoff documents. SESSION_HANDOFF_ENABLE=False universal-skills[session-handoff]
system-tools Hardware and OS operations (screenshots, bluetooth, tmux). SYSTEM_TOOLS_ENABLE=False universal-skills[system-tools]
systems-manager Fast codebase search, file navigation, and structural code analysis. SYSTEMS_MANAGER_ENABLE=False universal-skills[systems-manager]
tdd-methodology Test-Driven Development workflow (Red-Green-Refactor cycle). TDD_METHODOLOGY_ENABLE=False universal-skills[tdd-methodology]
theme-factory Designing themes, design tokens, and CSS variable systems. THEME_FACTORY_ENABLE=False universal-skills[theme-factory]
user-research User discovery, JTBD, personas, and journey mapping. USER_RESEARCH_ENABLE=False universal-skills[user-research]
web-artifacts Frontend design, UI building, and artifact generation. WEB_ARTIFACTS_ENABLE=False universal-skills[web-artifacts]
website-builder World-class frontend engineer for cinematic landing pages. WEBSITE_BUILDER_ENABLE=False universal-skills[website-builder]
web-crawler High-speed recursive web crawling and sitemap processing. WEB_CRAWLER_ENABLE=True (D) universal-skills[web-crawler]
web-design-guidelines Review UI code for Web Interface Guidelines compliance. WEB_DESIGN_GUIDELINES_ENABLE=False universal-skills[web-design-guidelines]
web-search Search the web via DDG, Google, Bing, or Searxng. WEB_SEARCH_ENABLE=False universal-skills[web-search]

Security & SSL Verification

All relevant scripts in Universal Skills support a standardized approach to SSL verification:

  • CLI Override: Use the --insecure flag to disable SSL verification.
  • Environment Variable: Set SSL_VERIFY=False (or 0, off) to disable verification globally.
  • Precedence: Command-line flags always take precedence over environment variables.

Building Your Own Skill-Graphs

Universal Skills includes a skill-graph-builder that allows you to transform any website's documentation into an indexed knowledge base for your agents. These are stored in your local cache directory (~/.cache/universal-skills/skill-graphs) and can be enabled via environment variables.

Example: Creating a Skill-Graph

You can prompt your agent to build a skill-graph for any technical documentation:

"Use the skill-graph-builder to crawl https://ai.pydantic.dev and create a skill-graph named 'pydantic-ai-docs'."

Once built, the graph will be available in your cache.

Enabling Your Graphs

To use a manually built graph, set its corresponding enable flag to True:

export PYDANTIC_AI_DOCS_ENABLE=True

Installation

# Install with all standard skills
pip install universal-skills[all]

# Or install specific skill categories
pip install universal-skills[systems-manager,web-crawler,web-search]

Usage

Universal skills are typically loaded using the get_universal_skills_path() utility, which can be integrated into your agent's toolset. The utility will automatically respect the environment variables shown above to filter out disabled skills.

from universal_skills.skill_utilities import get_universal_skills_path, get_skill_graph_path
from pydantic_ai_skills import SkillsToolset

# Load enabled universal skills
skills_directories = [get_universal_skills_path(), get_skill_graph_path()]
skills = SkillsToolset(directories=skills_directories)

Attributions

  • Claude
  • Vercel
  • Google
  • Many more

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