synalinks-skills
Claude skills for Synalinks OSS
The synalinks-skills package is an agent skill that teaches coding agents how to write correct, idiomatic Synalinks framework code. Synalinks is a Keras-inspired neuro-symbolic AI framework, and without guidance, language models often mix incompatible syntax from Keras, LangChain, or DSPy. This skill provides a comprehensive, scannable guide covering core concepts, programs, modules, control flow, agents, knowledge bases, training workflows, rewards, optimizers, and provider integrations. It works with any agent that supports the open Agent Skills format (SKILL.md), including Claude Code, Codex, OpenCode, pi, and others.
Key Features
Use Cases
- 01Teaching coding agents to generate correct Synalinks framework code without mixing incompatible syntax
- 02Guiding agents through building multi-step AI programs with functional, sequential, or subclassing APIs
- 03Helping agents implement RAG and knowledge graph workflows using Synalinks KnowledgeBase
- 04Enabling agents to create function-calling agents and deep agents with MCP tool integration
- 05Supporting agents in writing training loops with custom rewards, metrics, and optimizers
- 06Assisting with multi-provider LLM integrations across hosted and local inference servers
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synalinks-skills — FAQ
What is the synalinks-skills AI sub-agent?+
It is an agent skill (SKILL.md file) that teaches coding agents how to use the Synalinks neuro-symbolic AI framework correctly, preventing them from mixing incompatible syntax from other frameworks like Keras or LangChain. It works with any agent supporting the open Agent Skills format.
How do I install the synalinks skill?+
The recommended method is using the official skills CLI: run 'npx skills add SynaLinks/synalinks-skills --skill synalinks' from your project root. For Claude.ai or Claude Desktop, clone the repo, zip the skills/synalinks folder, and upload the .skill archive through the UI.
Which AI agents and clients work with this skill?+
The synalinks skill works with Claude Code, Codex, OpenCode, pi, and 70+ other agents that support the Agent Skills (SKILL.md) format, including Cursor, Gemini CLI, GitHub Copilot, Windsurf, Zed, Crush, Goose, Junie, and Roo.
Do I need API keys or prerequisites to use this skill?+
You need Node.js (for the npx skills CLI) and the Synalinks Python library installed in your project. The skill itself doesn't require API keys, but using Synalinks framework features may require keys for LLM providers you choose to integrate.
Is the synalinks skill free to use?+
Yes, the skill is open source and licensed under Apache 2.0, the same license as the Synalinks framework.
How do I update the synalinks skill to the latest version?+
Run 'npx skills update synalinks' to fetch the latest version from the main branch. The skill tracks the repository's main branch and is not semver-versioned; commit the updated skills-lock.json to pin the new content hash for reproducible installs.
How do I install synalinks-skills?+
Open the source repository on GitHub and follow its README. synalinks-skills is a skill — MCP Agents Market links you directly to the official repo.
Is synalinks-skills free?+
synalinks-skills is an open-source project hosted on GitHub. Check the repository for its license and any usage requirements.