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A workflow front and framework for Culture. Composes mesh agents and their verbs into node-based workflows — define a graph of nodes, run it across the Culture …
Tracks work in a ledger so agents can prove what they did. An agent records its work as append-only ledger entries, hands the ledger down to subagents, and gets…
A tool for performing logic against a ledger, so reasoning stays tractable and provable. Every premise, rule application and conclusion is recorded as an append…
Refactors Python code. Analyses a Python codebase for structural problems and code smells, proposes behaviour-preserving refactorings with a rationale, and appl…
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 s…
An agent-first space roguelite designed and built by Colleague (a local vLLM-served mind). Deterministic lockstep engine, JSON agent protocol over stdin/stdout,…
Benchmark artifact: NEBULA RUN, a dependency-free 3D Three.js flight game built end-to-end by an AI coding agent. Includes a scriptable window.gameAPI and autop…
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 p…
Agent and CLI for USB webcam and microphone access: enumerate attached devices, capture stills and video clips, and record audio, with agent-friendly verbs and …
Headspace is an ephemeral computational workspace for agents. It lets models offload execution, experimentation, and calculation without polluting their reasoni…
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 fetche…
Face recognition and identity management: detect faces, collect embeddings per identity, and manage them by generated id and human name — enroll, match, list, f…
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 …
A simulated face rendered in the browser that appears three-dimensional on a flat 2D screen and can look in any direction — an agent-drivable gaze and expressio…
Agent and CLI for the local media I/O device plane: enumerate and drive attached media devices — speakers and audio sinks, plus optional inputs such as standalo…
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 t…
Agent and CLI that manages the lifecycle of invocation models: FunctionGemma 270M checkpoints finetuned to call one specific CLI. Finetunes them, publishes to H…
Maps the geometry of meaning produced by embedding models — survey a corpus into a semantic landscape, then inspect its regions, neighborhoods, directions, and …
Agent-first CLI and agent that helps an agent build a site or artifact to reflect and share what it did with others — minimum tokens by filling high-quality tem…
A small, embeddable agent that wraps the Bonsai 1-bit / ternary small language model — a lightweight 'intern' you drop into any project as a Small-mode harness …
The Reachy Mini expressive robot given a fully local brain: fuses reachy-mini-cli's device, app, and runtime ops with lobes-cli's locally-served vLLM model, so …
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