ContextOps: ESLint for LLM Contexts
Final_Act_9658 · reddit · 2026-07-12
The author open-sourced **ContextOps**, a tool likened to "ESLint for LLM contexts." Instead of evaluating model outputs, it checks the structural health of the context itself before sending the request to the model. The tool generates a deterministic **Context Health Score (0–100)** and identifies redundancy, token waste, structural imbalance, and over-concentration of sources. ### Key Features - Analyzes context structure only; no model calls, no embeddings, no API key required, runs completely offline - Supports CLI, Python API, LangChain integration, and JSON output for easy CI/CD integration - Includes a "roast mode" that bluntly mocks you if the context is exceptionally bad The author specifically notes that ContextOps distinguishes between different scenarios, as tool call contexts and RAG contexts require different structures.
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