Agent Workflow Python Packages

percolation-inversion-compiler

AI agent output checker and workflow verification toolkit for turning agent text, pull requests, external inputs, and messages into auditable JSON reports with evidence routing, residual ledgers, provenance, and safe reuse checks.

awaithumans

Pause your AI agent. Ask a human. Resume with their answer. Open source human-in-the-loop (HITL) library for production LLM agents: Slack, email, and web dashboard. Typed Pydantic and Zod responses. Durable Temporal and LangGraph adapters. AI verifier. Audit trail. Self-hosted, Apache 2.0. Python and TypeScript.

relay-workflow

Host-neutral cross-agent work-tracking CLI for Claude Code + Codex — plan → project → ship, with a skill compiler/sync bridge and work-unit status/cleanup verbs.

sit-toolkit

⚙️ [Skill] A Git-native semantic safety layer for AI agents editing Skill packages — validates, diffs, reviews, and gates prompt/schema/test changes before they ship

hadara

Python bridge package for HADARA. The current runtime requires Node.js.

agentlinter

Estimate costs and lint agent workflow YAML files

agent-file-bridge

Self-hosted file handoff server for AI agents — temporary upload and download links for agent↔user file exchange

openjck

An agent workflow visual debugging tool

simstudio-sdk

Build, deploy, and orchestrate AI agents. Sim is the central intelligence layer for your AI workforce.

vaultsmith

Agent launcher and tmux orchestrator for Obsidian vault workflows.