agent▌

Design patterns for building autonomous coding agents with tool integration, permissions, and human oversight. \n \n Core agent loop architecture with think-decide-act-observe cycle; supports multi-model selection for different task types \n Tool design patterns including file operations, code understanding, terminal execution, and browser automation with schema-based definitions \n Permission system with four levels (auto, ask-once, ask-each, never) and risk assessment for approval workflows \n

A lightweight CLI tool for comparing coding agents head-to-head on reproducible tasks. Every "which coding agent is best?" comparison runs on vibes — this tool systematizes it.

Skill by ara.so — Daily 2026 Skills collection

Skill by ara.so — Daily 2026 Skills collection

Use this skill when working with applications, agents, workflows, or migrations built on Microsoft Agent Framework.

This skill covers setting up a secure email inbox that allows your application or AI agent to receive and respond to emails, with content safety measures in place.

Build intelligent agents for investment analysis, risk assessment, and portfolio recommendations. \n \n Integrates financial data collection via yfinance with technical analysis (moving averages, RSI, support/resistance) and fundamental analysis (profitability, valuation, and liquidity ratios) \n Includes risk assessment tools covering volatility, Value at Risk, Sharpe Ratio, and company-specific risk evaluation \n Generates investment recommendations (Strong Buy through Strong Sell) with confid

Skill by ara.so — Daily 2026 Skills collection.

Autonomous multi-agent orchestration framework for collaborative AI teams solving complex tasks. \n \n Role-based agents with goals, backstories, and autonomous decision-making; supports sequential and hierarchical task execution with built-in memory (short-term, long-term, entity) \n 50+ pre-built tools including web search, scraping, PDFs, databases, and code documentation; custom tools via BaseTool class \n Dual execution paradigm: Crews for autonomous collaboration and Flows for event-driven

Build a production-ready, AI-powered data collection agent for any public data source. Runs on a schedule, enriches results with a free LLM, stores to a database, and improves over time.