ComposioHQ/composio
Composio provides SDKs for building AI agents capable of interacting with over 1000 tools, offering capabilities like tool search, context management, and authentication across various AI frameworks.
Awesome Infra for AI › Workflow Orchestration for AI
covibes/zeroshot
Zeroshot is a command-line interface (CLI) tool designed for autonomous software development. It orchestrates multi-agent workflows, employing a planner, an implementer, and independent validators in isolated environments to iteratively implement, review, test, and verify code changes. This multi-agent approach, in contrast to single-agent systems, aims to enhance correctness and reproducibility by having agents check each other's work and iterate until changes are successfully verified or rejected with actionable feedback. The tool is built for tasks where correctness is paramount and is suitable for use cases such as autonomous AI code refactoring, automated bug fixing with validation, and AI-powered pull request automation. It integrates with various LLM providers (Claude Code, OpenAI Codex, OpenCode, Gemini CLI) and supports issue backends like GitHub, GitLab, Jira, and Azure DevOps. Key features include 'blind validation' where validators operate without knowledge of the worker's context, repeatable workflows, crash recovery, and cost control mechanisms for API spend. Zeroshot emphasizes clear acceptance criteria for tasks and is best utilized when defining 'done' is measurable, ensuring effective validation and a high standard of code quality.
https://github.com/covibes/zeroshot
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