The Context Optimization Layer for LLM Applications
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Updated
May 6, 2026 - Python
The Context Optimization Layer for LLM Applications
Find the ghost tokens. Fix them. Survive compaction. Avoid context quality decay.
[ICML'24 Spotlight] LLM Maybe LongLM: Self-Extend LLM Context Window Without Tuning
A discovery and compression tool for your Python codebase. Creates a knowledge graph for a LLM context window, efficiently outlining your project | Code structure visualization | LLM Context Window Efficiency | Static analysis for AI | Large Language Model tooling #LLM #AI #Python #CodeAnalysis #ContextWindow #DeveloperTools
Inject relevant documentation into your prompts: 98% savings.
Claude Code usage governor: compact professional output, context slimming, tool-output filtering, telemetry, and drift guardrails.
Building Agents with LLM structured generation (BAML), MCP Tools, and 12-Factor Agents principles
A lightweight tool to optimize your C# project for LLM context windows by using a knowledge graph | Code structure visualization | Static analysis for AI | Large Language Model tooling | .NET ecosystem support #LLM #AI #CSharp #DotNet #CodeAnalysis #ContextWindow #DeveloperTools
[ICLR 2025] Official code repository for "TULIP: Token-length Upgraded CLIP"
Audit MCP servers, skills, and CLAUDE.md bloat eating your Claude Code context window.
A discovery and compression tool for your Java codebase. Creates a knowledge graph for a LLM context window, efficiently outlining your project #LLM #AI #Java #CodeAnalysis #ContextWindow #DeveloperTools #StaticAnalysis #CodeVisualization
Give your Claude Code Agent Teams a memory. Auto-injects role-specific context into every new teammate — your team never starts blind again.
ContextCore: An MCP server for Claude (or any AI tool) that enables massive token saving through hybrid search (BM25 + Embeddings)
Light weight Claude Skills and Agents for every day tasks.
`cat project | LLM | patch`. Transparent context control and interactive patching for terminal-centric LLM workflows.
CAT - Per-tool-call context window analyzer for Claude Code
Real-time statusline, live monitor, session analytics, and hooks for Claude Code
DAG-based Lossless Context Management for Claude Code. Every message preserved, summaries cascade as a DAG, patterns extracted via Lossless Dream — full recall and reflection across sessions.
Rolling context compression for Claude Code — never hit the context wall. Auto-compresses old messages while keeping recent context verbatim. Zero config, zero latency. Works as a Claude Code plugin.
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