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Open-source observability for AI agents. Trace prompts, responses, tool calls, latency, tokens, cost, and failures with a Python SDK and local dashboard.

Core multi-agent collaboration and audit layer for AI-assisted engineering teams.

Measure whether your CLAUDE.md actually does anything.

Contract-first writing discipline for Claude Code, Gemini CLI, Google Antigravity and Codex: compile the text contract before the prose, close with the loss/noise gate.

Install Reconify agent skill files for Claude Code, Codex, and other AI coding assistants

Vercel AI SDK tools for the UniRate currency-exchange API. Drop-in tool() definitions for exchange, rate, currencies, and VAT — plus the UniRateAPIWrapper client. Zero runtime deps; ai + zod are peers.

Park agent skills and load them on demand.

Multi-agent prompt distribution tool. Maintain agent prompts once, generate command files for any AI agent CLI.

Agent harness that turns natural-language intent and on-screen selection into verified changesets — pluggable model provider, knowledge, and strategy. Output is a changeset or nothing.

MeridianOS — provider/harness-agnostic autonomous agent-orchestration core with cost governance. npx meridian-gateway in 60s.

A structured production readiness and code quality workflow Agent Skill for AI coding assistants to catch common vibe-coded configuration issues.

Render CLI LaTeX and read Markdown with images directly in the terminal.

Terminal proxy that intercepts AI agent shell commands and requires human confirmation before destructive operations

Local, free voice artifacts for AI agents

Two-stage retrieval + gating long-term memory engine for coding agents.

Always-on containerized dev environment for AI coding agents, driven over SSH+tmux.

Deterministic AI Agent Trajectory Evaluation Engine — Zero judge-LLM cost, zero non-determinism, instant execution.

MultiGrid Sports: Research-grade multi-agent gridworld environments for reproducible RL experiments

Contamination-resistant A-share backtesting, evaluation, and trajectory generation for autonomous LLM trading agents

Test Fetch.ai uAgents without a network, a wallet, or a sleep().