langchain-model-inference

langchain-model-inference is an LLM app frameworks & APIs skill for AI agents, published by jeremylongshore in the claude-code-plugins-plus-skills repository on GitHub. Skillspace rates langchain-model-inference F (45/100) and the safety scan rated it risky; the rating is based on static analysis only.

Invoke Claude, GPT-4o, and Gemini through LangChain 1.0 without tripping on the content-block, token-accounting, and structured-output quirks that silently break production code. Use when initializing chat models, routing across providers, iterating AIMessage content, or choosing a structured-output method. Trigger with "langchain model inference", "ChatAnthropic", "ChatOpenAI", "with_structured_output", "AIMessage content blocks", "langchain routing".

Grade
F
Quality
45 / 100
Safety
Risky
GitHub stars
2,518

Unproven: rated by static analysis only, not yet compared head-to-head.

This rating describes the version of the repository we crawled; it may have changed since.

Our review

Architecture
83 / 100
Maturity
Packaged: licensed, with a version or references
Security scan
High-risk patterns
License
MIT
Adoption
Adopted by 0 other repositories, in 1 collections

What the scanner flagged

  • references sensitive credential env
  • over-broad allowed-tools ('*')
  • mentions secrets in text

Not checked yet

  • Not judged on the rubric yet (not a contender in its category)
  • No blind task eval yet
  • Scope (portable / vendor / repo-internal) not assessed; only the top of each category is read for scope
  • Sibling files (scripts, references) not fetched; security scan covers SKILL.md only

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