AI Workflows & Agentic Architecture Directory

Hermes Agent v2.0+ self-improves its skills by detecting recurring task patterns after 3 repetitions, encoding them as SKILL.md files, then analyzing execution traces every 5 invocations to remove redundant steps and opt...

Hermes Agent's memory system has three layers: agent-curated durable facts stored in SQLite with FTS5 full-text search, auto-generated skills that encode procedural workflows, and the Honcho dialectic user model that tra...

Deploy Hermes Agent to production on a $12/month VPS by installing with pip, configuring Docker terminal backend, setting up the Telegram gateway, and enabling cron scheduling. The agent runs as a systemd service with au...

Kimi K2.6 operates as an autonomous incident response agent that monitors infrastructure and resolves common issues without human intervention. Before this workflow, an on-call engineer responded to 15 alerts per week an...

Kimi K2.6 builds production-ready web applications from natural language prompts in hours instead of days. Before this workflow, a developer needed two weeks to build 30 restaurant landing pages with individual menus, ho...

Monitor competitors Kimi K2.6 by deploying its Agent Swarm to run 50-plus parallel autonomous research agents that scan competitor websites, pricing pages, and job postings continuously. Before this workflow, an analyst...

Build ecommerce sites Kimi K2.6 by describing your business and letting the Agent Swarm generate the full site autonomously. Kimi K2.6 produces HTML, CSS, and JavaScript for landing pages, product catalogs, and booking s...

Automate SOP skills Kimi K2.6 by feeding PDF policy documents into Kimi's skill generation engine. Kimi K2.6 reads standard operating procedures, extracts decision trees and compliance rules, and converts them into calla...

Research synthesize reports Kimi K2.6 Deep Research by giving it a question and letting it browse 100-plus sources autonomously, extract findings, and produce a structured report. Before this workflow, a 50-source litera...

Kimi K2.6 Agent Swarm generates coordinated documents, slides, and spreadsheets from a single brief in one autonomous run. Before this workflow, a product team spent five days creating a 40-page specification document, 3...

Kimi K2.6 automates code refactoring across 12-hour autonomous runs with zero human supervision. Before this workflow, a senior engineer needed three weeks to refactor a legacy exchange-core module. After deploying Kimi...

Collaborate with Claw Groups Kimi K2.6 collaboration by deploying agents across your laptop, cloud server, and phone as a single coordinated team. Before this workflow, agents were tied to one device and could not hand o...