Asimov's Mind
Governed Multi-Agent Swarm for Claude Code
One plugin. Autonomous research. DevOps hivemind. Custom model spawning. Infinite agent swarms.
claude plugin add https://github.com/FutureSpeakAI/asimovs-mind
Asimov's Mind is a Claude Code plugin that reshapes what a single developer can do. It extends Karpathy's autoresearch pattern into a governed multi-agent swarm, turning every Claude Code instance into a node of a self-improving development hivemind.
Scales to N agents. Spawn scalable agent swarms that autonomously debug, refactor, optimize, and extend any codebase. Generate custom AI models tuned to your domain. Run a battery of improvement routines across an entire repository in a single command. Friday remembers what you worked on last session, which repos have been reliable, and which agents perform best. All bounded by Asimov's cLaws, the governance architecture pioneered in Agent Friday, now native to Claude Code.
Empirically proven to outperform ungoverned approaches. The swarm includes specialist agents for debugging, optimization, security auditing, documentation, code review, and more. Every developer on a shared repo running this plugin becomes a node in the Asimov Federation, where discoveries, trust scores, and agent definitions propagate through git.
Asimov's Mind brings Agent Friday's governed runtime to the command line. 17 subsystems, 92 MCP tools, and cLaw governance, all accessible to any developer from their terminal.
Get an expert breakdown from your own AI or talk to Agent Friday
The Commands
Every capability ships as a slash command. Type one line. The hivemind does the rest.
/discover
Swarm: Ecosystem Intelligence
Type /discover a retry mechanism with exponential backoff and a full pipeline fires: GitScout searches GitHub, scores candidates by relevance and trust, GitLoader fetches the code, the safety scanner runs AST analysis, the adapter extracts and transforms the component, provenance is recorded, tests are run, and the result is committed or reverted.
Finds, evaluates, safety-scans, adapts, and integrates open-source code autonomously.
/unleash
Swarm: Full Swarm Deployment
Deploys the entire agent swarm on your codebase in coordinated waves. The Swarm Coordinator runs diagnostics first, identifies the highest-impact improvement targets, then deploys specialist agents in priority order. Each agent measures before and after. Improvements are committed. Regressions are reverted.
One command to run a full battery of improvement routines across an entire repository.
/iterate
Swarm: Targeted Improvement Loop
Runs the core autoresearch loop on a specific directive: measure baseline, plan modification, execute, measure again, commit or revert. Built-in directives include fix-tests, fix-types, optimize-startup, security-hardening, discover, and full-sweep. Unlike /unleash, you pick the target.
Focused, governed iteration on any measurable dimension of your codebase.
/breed
Swarm: Custom Model Spawning
Creates specialized local AI models tuned to your domain. The Breeder agent analyzes your codebase's patterns, generates a Modelfile, evolves it through iterative testing against your actual code, and produces a local model (via Ollama) that understands your architecture, naming conventions, and domain logic.
Spawn domain-specific AI models from your own codebase. They live on your machine.
/create-agent
Swarm: Grow the Swarm
Type /create-agent CSS layout specialist that fixes responsive design issues and a new agent is written to your project's .asimovs-mind/agents/ directory. It inherits all governance constraints. The Swarm Coordinator discovers it on the next cycle. The swarm scales to N.
Spawn custom specialist agents on demand. They inherit governance and join the swarm automatically.
/diagnose
Discovery: Codebase Health Check
Runs tests, TypeScript type checking, lint, dependency audit, build verification, and git status. The diagnosis becomes the input for /unleash, so the swarm knows exactly where to start.
Full-spectrum codebase analysis that feeds directly into the improvement pipeline.
More Commands
/govern [sub]
View, verify, and manage the cLaw governance framework. Subcommands: laws, zones, floors, verify, add-zone.
/federate [sub]
Initialize federation node, HMAC-sign governance, generate Ed25519 identity and cLaw attestation.
/evolve "<prompt>"
Iterative prompt improvement through automated judge-scored evaluation cycles.
/route [sub]
Intelligence router to check Ollama status, set routing policy, and get model recommendations.
/peer [sub]
Encrypted P2P communication with other Asimov Agents. Listen, connect, send, disconnect.
/help [category]
Categorized command reference: Governance, Agent Friday, Intelligence, Swarm, Discovery, and more.
Get Started
claude plugin add https://github.com/FutureSpeakAI/asimovs-mind
A Note on Isaac Asimov
This project has no official connection to Isaac Asimov, his family, his estate, or any part of his living business legacy. We want to be completely transparent about that.
What we do have is a deep, abiding love for the man and his work. Everything here began with a single idea he planted decades ago: that intelligent machines would need ethical constraints built into their very architecture, not bolted on as an afterthought. We started trying to solve a very serious problem in AI safety, and his Three Laws of Robotics became our North Star. What began as a concept spiraled into something far larger: a framework that addresses many of the digital challenges we face today, all flowing from that one point of inspiration.
Every piece of this project is free and open source. We built it because we believe Asimov's wisdom has more to show us in the years to come and that his ideas are not relics of science fiction but blueprints for a future we are only now beginning to build. Everything that carries the Asimov name — Asimov's Mind, Asimov's cLaws, the Asimov Federation, all of it — is offered for free under the MIT license. We are not making money on anything related to Isaac's work, and that will remain our operative principle. All of our Asimov Agent innovations will always be free and open source, purely out of a desire to see his ideas manifest in the world. FutureSpeak.AI's commercial services exist separately; the Asimov ecosystem is, and will always be, a gift.
We have made a commitment: the moment FutureSpeak.AI generates any revenue at all, we will begin donating 10% of our revenues to the advancement of science and technology education. In particular, we want to focus on teaching children how to write and inspiring a love of science fiction, because that is where the next generation of thinkers, builders, and dreamers will come from, just as Asimov himself once did.
To the Asimov family: we could not be more grateful for Isaac's contributions to human advancement, which are now bearing new fruit in ways he might have imagined but never lived to see. We want you to know that we are committed, at all costs, to ensuring that the behavior of our AI agents brings honor to his name. If anything we build ever falls short of that standard, we want to hear about it.
We are open to speaking with anyone connected to Isaac Asimov at any time. We welcome that dialogue and would be honored by it.
Thank you, genuinely, for sharing him with the world.