Nucleoid
Nucleoid allows you to build and interact with world models using a logic language for large language models (LLMs), enabling more structured and coherent output.
- β’You need to generate text based on specific rules or constraints.
- β’Your application requires a deeper understanding of the relationships between entities in a domain.
- β’You want to build a custom AI agent that can reason about the world in a more human-like way.
./target/release/nucleoid -i 'model.nucleoid' -q 'SELECT * FROM entities WHERE type = "person";
Skip the builder β one click puts this in Claude, Cursor, Antigravity and more.
Expect 20β40 minutes in a terminal β or let your AI agent drive it.
mkdir -p ~/.claude/skills/nucleoid && curl -fsSL https://workflowstacks.com/api/skills/nucleoid/claude-skill -o ~/.claude/skills/nucleoid/SKILL.mdOpens the app with this repo with the prompt ready to go β no copy-paste needed.
Nucleoid is a medium Rust project (~12k lines across 166 code files, plus 24 test files). Expect some technical setup β comfortable with a terminal, or ask a developer. Last commit a month ago, Apache-2.0 license, has a test suite.
- 1README.mdStart here β what it does and how to install it
- 2CLAUDE.mdThe instructions the AI actually follows
- 3src/main.rsWhere the program starts running
- 4Cargo.tomlDependencies and the commands it exposes
- 5ref/src/cache.jsInside ref/src/ β the main logic begins here
Skip the builder β one click puts this in Claude, Cursor, Antigravity and more.
Expect 20β40 minutes in a terminal β or let your AI agent drive it.
mkdir -p ~/.claude/skills/nucleoid && curl -fsSL https://workflowstacks.com/api/skills/nucleoid/claude-skill -o ~/.claude/skills/nucleoid/SKILL.mdOpens the app with this repo with the prompt ready to go β no copy-paste needed.
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