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This skill provides a single entry point for building neuro-symbolic AI with Synalinks, a Keras-inspired framework. It covers structured data models, program DAGs with four building APIs, generation modules with chain-of-thought and self-critique, control flow with branching and guards, agents with tool use and sandboxed execution, and in-context reinforcement learning training. It keeps usage idiomatic, serving neuro-symbolic researchers, agent engineers, RAG builders, and LLM developers who need to avoid mixing syntax from other frameworks.
Compatible AgentsThe repository documents support for these agents. The skills may also work with other agents that can load SKILL.md files, but they may need some setup or small changes.
Follow the documented setup, then try a first task.
I’m using
Install synalinks in a project
Installs: Project-scoped installation of the repository's single synalinks skill into each detected agent's project skills directory. · Claude Code, Codex, OpenCode, pi
Before you start
Node.js with its bundled npx must already be installed.
Run from: The root of the project where you use the synalinks Python library.
From the root of the project where you use Synalinks, install the synalinks skill for the agents detected by the CLI.
Installs: Global installation of the repository's single synalinks skill in the detected agent's user-level skills directory for use across projects. · Claude Code, Codex, OpenCode, pi
Before you start
Node.js with its bundled npx must already be installed.
Install the synalinks skill globally for the agents detected by the CLI. The CLI symlinks the skill by default.
Replace <path-to-python-file> with the path to a Python file containing a Synalinks program.
Use the synalinks skill to review the Synalinks program at <path-to-python-file>. Give me a short first-pass report identifying positional module constructor calls, non-string instructions, module or program calls that are not awaited, and places where a None result is not handled. Suggest minimal corrections, but do not edit the file.
Claude
Codex
Cursor
Gemini CLI
Copilot
Windsurf
OpenCode
Goose
DeepSeek