Interactive terminals for AI agents, built for what you can't --yes away. SSH+MFA, GRUB/U-Boot, debconf installers, SOL/serial consoles, fsck, cryptsetup, pdb/gdb, apt, certbot, pwsh and even Vim in tmux-backed sessions. Agent-driven, human-assisted for secrets/MFA. Single-file Python. Agent Skill. CI with 700+ tests. BSD License.
OpenTelemetry skills and reference documentation for AI coding assistants - instrumentation patterns, telemetry quality guides, and Dash0 integration
Protocol-layer harness for DeepSeek: Python witness stack — posterior verification that keeps the protocol honest. dsh doctor --node probes included.
SOLID principles and design patterns for backend code — applied with restraint. Skill for Claude Code, OpenCode, GitHub Copilot, and OpenAI Codex.

Desktop kanban board for orchestrating agentic workflows
Claude Skill to do your tasks with subagents in Git worktrees
Collection of Claude Skills for DSPy framework - program language models, optimize prompts, and build RAG pipelines systematically

The environment engine for agent worktrees - zero-config dep sync + port/DB/compose isolation
Less skills. Deeper connections. A lean, interconnected skill ecosystem for Claude Code.
Multi-agent harness that runs Claude Code and Codex together as one system
Composable agent runtime with enforced isolation boundaries
Evaluate agent skill quality. Find the weakest link. Fix it. Prove it worked.
Plan-then-build AI coding for Claude Code & Codex CLI — you approve the plan before the model writes a line of code. SPEC → PLAN → TEST → CODE → REVIEW → LEARN
Minimal by design, explicitly multi-lang, production-ready and battle-tested collection of configs and plugins for your Claude Code agentic development workflows: mcp, configs, skills, agents and more.
Session lifecycle management for Claude Code — persistent memory, soul purpose, reconcile, harvest, archive
A Claude Code plugin for Siemens TIA Portal engineering automation.

Agentic dev environment for DevPods, Codespaces & Rackspace Spot — one-command setup of Ruflo orchestration (215+ MCP tools, 60+ agents upstream).
MCP server + CLI + Codex/Claude skill for embedded debugging via probe-rs or OpenOCD — ARM Cortex-M, RISC-V, and Xtensa (ESP32), with AI crash diagnosis
Verifiable and free cloud compute for AI agents. webMCP + MCP native. Check out our sandboxed Beta + research in the README
Open-source firewall for AI agents. Policy engine that audits and controls what OpenClaw, Claude Code, Cursor, Codex, and any AI tool can do on your machine.
The implementation of Model Context Protocol (MCP) server for VictoriaMetrics
One prompt. Full delivery.
MCP server for persistent Julia sessions — fast iteration without startup/compilation overhead
Local-first runtime for project-scoped AI coding-agent sessions, with durable state, authority boundaries, and multi-harness interoperability.