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synalinks

SynaLinks/synalinks-skillsSkill

Use for anything involving the Synalinks neuro-symbolic LM framework (Keras-inspired): DataModel/Field/Input, JSON operators (+ & | ^ ~), synalinks.ops; LanguageModel/EmbeddingModel and provider prefixes; DecisionModel (TypeSafe jev decision models, decision_model=, min_confidence/threshold); the Program class and its four APIs, save/load; modules (Generator, ChainOfThought, SelfCritique, PythonSynthesis, custom Module); control flow (Decision, MultiDecision, Branch, And/Or/Xor, guards); agents (FunctionCallingAgent, RLM, DeepAgent, Tool, MCP); KnowledgeBase/RAG; training (compile/fit/evaluate

Scanned · 1 to knowSkillSource: GitHubContains scripts
908 stars +1 this week Updated 1mo ago License Apache-2.0 Context ≈153 tokens always loaded
74popular

Why this score

Stars21/35
Usage (forks)8/15
Upkeep20/25
License15/15
Owner history10/10

Popularity score: 74/100 from public GitHub signals only. It shows how widely used and maintained this is, not how well it works. Not included yet: the fake-star check. The security scan is shown separately and doesn't change the score. How we rank

Security

Scanned Oct 21, 2026 at commit 092970a578e5, with Cisco's open-source skill-scanner.

What its code does:

  • Runs code it builds while running (eval or exec) Harder to read ahead of time, since the code is assembled while it runs.scripts/tool_agent.py:53

A scan lists patterns in the code. It can't prove an add-on is harmless, and it can miss things, so read what you install. How we scan

Alternatives

Nothing from another maker does quite the same job yet.