Agent and CLI that runs and maintains a Dockerised Eclipse Mosquitto MQTT broker and fronts it through agentfront as a CLI, an HTTP API and an MCP surface — so any app can import it, any service can call the API, and an agent or a human can publish and subscribe to events the same way.

Agent and CLI that documents the evidence trail behind a piece of work — the request, the spec, the plan, the docs and code, and the validations — then grades that evidence across parameters and issues a final score.

Agent and CLI that manages the lifecycle of invocation models: FunctionGemma 270M checkpoints finetuned to call one specific CLI. Finetunes them, publishes to Hugging Face, resolves the right model for a target CLI, downloads it, and turns any text into the actual intended command.

The agentic loop that gives an app an embodied AI presence. Install embodiment in an app or wrap one, supply a model seam plus IO callbacks, and it drives the perceive-decide-act loop and the presence pump - extracted from colleague so the loop is written once and imported, not reimplemented per host.

Colleague is a harness for Qwen, that is designed to run by itself - and other agents

The AgentCulture org site — source of the web presence published to AgentCulture.org. Replaces the deleted landing-page repo. Not distributed on PyPI: the CLI stays repo-local; the deliverable is the published site.

Agent and CLI for operating the Reachy Mini expressive robot — device setup, app management, and runtime ops.

A local thinking agent for Culture ecosystem

Agent and CLI for data quality in storage and retrieval — validating, deduplicating, and checking the integrity and freshness of data as it is stored and fetched. Split out of eidetic-cli so eidetic keeps agent-memory; sibling to daria, the Data Refinery Intelligent Agent.

Maps the geometry of meaning produced by embedding models — survey a corpus into a semantic landscape, then inspect its regions, neighborhoods, directions, and gaps, and compare models. Backs a Surveyor agent that runs measured experiments against the space and records an evidence-backed Atlas.