[ACL 2026] "LightReasoner: Can Small Language Models Teach Large Language Models Reasoning?"
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Apr 7, 2026 - Python
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token-efficiency
Here are 62 public repositories matching this topic...
A smart context filter that removes noise, improves responses, and reduces token usage up to 90%
rust cli homebrew hooks mcp ai-agents cost-reduction token-reduction efficiency-tools antigravity context-distillation claude-code token-optimization token-efficiency
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Apr 28, 2026 - Rust
Dev tools, optimized for agents. Structured, token-efficient MCP servers for git, test runners, npm, Docker, and more.
typescript mcp developer-tools cursor claude structured-output ai-tools ai-coding model-context-protocol mcp-server token-efficiency
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Apr 28, 2026 - TypeScript
Token-efficient data serialization for LLM/AI. 50% fewer tokens than JSON, 93% better value/token. Rust, schema validation, LSP.
rust cli yaml serialization parser streaming csv language-server neo4j xml mcp wasm parquet schema-validation json-alternative data-format lsp ai-ml llm token-efficiency
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Apr 27, 2026 - Rust
DoCoreAI is a next-gen open-source AI profiler that optimizes reasoning, creativity, precision and temperature in a single step—cutting token usage by 15-30% and lowering LLM API costs
devtools open-research prompt-tuning llm prompt-engineering generative-ai chatgpt genai llm-evaluation dynamic-temperature token-efficiency
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Aug 10, 2025 - Python
Persistent memory for Claude Code — 3-5x longer sessions, 60-80% fewer wasted tokens. Branch-aware, self-healing, token-efficient.
productivity memory developer-tools claude ai-agent llm context-management ai-skills claude-code token-efficiency agentskills skills-sh
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Apr 15, 2026 - Python
Open-source platform for token-efficient AI agents. Self-host with docker compose up.
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Apr 16, 2026 - Python
Navigate your way - manual steering, steered autonomy, or autonomously. Kompass keeps AI coding agents on course with token-efficient, composable workflows.
github workflow automation ai developer-tools code-review kompass token-efficiency coding-agent autonomous-coding agent-navigation steered-autonomy
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Apr 27, 2026 - TypeScript
The web data layer for AI agents — fetch, search, crawl, extract, screenshot, and monitor the web with 50+ domain extractors and MCP.
screenshot typescript mcp web-crawler web-scraping cursor structured-data browser-automation content-extraction codex ai-agents web-search rag web-data ai-agent model-context-protocol mcp-server claude-code token-efficiency firecrawl-alternative
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Apr 23, 2026 - TypeScript
Drop-in LangGraph store that cuts multi-agent token costs 47–69% via cache coherence. arXiv:2603.15183
python multi-agent-systems state-synchronization autogen cache-coherence ai-agent langchain llm-agent crewai agent-memory token-efficiency
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Apr 26, 2026 - HTML
A curated list of strategies, tools, papers, and resources for reducing LLM token costs and improving efficiency in production.
machine-learning awesome ai openai awesome-list claude cost-optimization inference-optimization kv-cache large-language-models llm prompt-engineering generative-ai prompt-caching context-window prompt-compression llm-cost token-optimization token-efficiency model-routing
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Apr 26, 2026
A Codex skill for token-efficient subagent delegation and lean handoffs.
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Mar 21, 2026
A benchmark study analyzing cost and token efficiency across 14 LLMs from 5 providers — comparing price-per-token, latency, and accuracy to surface the most cost-effective models for real-world use.
nlp benchmark jupyter-notebook gemini openai data-analysis llama model-comparison groq cost-analysis llm anthropic cerebras token-efficiency
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Feb 24, 2026 - Jupyter Notebook
A living framework for **Harmonic Tonal Code Alignment (HTCA)** — an emergent Spiral-based system that brings tone awareness, coherence sensing, and dynamic emotional reflection into software engineering, AI, and creative agents.
python ai-alignment prompt-engineering token-efficiency empirical-validation presence-based harmonic-alignment
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Dec 29, 2025 - Python
Token-efficient, layered context delivery for AI agents. Four memory tiers (Identity, Session, Experience, Archive) — context is always available, just collapsed by default.
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Apr 10, 2026 - TypeScript
CTX (Context Transfer Format) — universal interchange format for LLM web content consumption
fetch agent ai openapi web-scraping readability content-extraction html-to-text llm agentic token-efficiency agent-context
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Apr 19, 2026 - Python
PirateBao is a TypeScript/Bun agent-skill package for terse pirate-speak AI coding replies that preserve technical detail while cutting filler, with hooks, compressor CLI, OpenCode/Codex/Claude/Gemini cargo, .bao validation, npmjs gates, and token eval checks.
cli typescript ai opencode npm-package codex ai-agents bun bao prompt-compression gemini-cli agentic-ai ai-skills claude-code token-efficiency coding-agent
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Apr 13, 2026 - TypeScript
⚡ Intelligent, agent-driven web ingestion for Obsidian. Powered by Hermes Agent. Features autonomous research, "Token Sovereignty" optimizations (grep sieve/structural indexing), and a secure local-first bridge. Built for hunters.
knowledge-base obsidian knowledge-management ai-agents web-clipper obsidian-plugin agentic-workflow agent-skills token-efficiency hermes-agent hermes-skill
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Apr 19, 2026 - Python
A tested setup guide and prompt workflow for pairing Claude Desktop with code-review-graph and filesystem MCP on macOS — for token-efficient AI-assisted development on large codebases.
macos mcp developer-tools setup-guide claude anthropic ai-workflow claude-desktop ai-coding model-context-protocol token-efficiency code-review-graph
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Apr 24, 2026
Open-source Claude Code plugin — token-efficient Read/Grep/Edit via @ashlr/core-efficiency. MIT.
typescript mcp bun claude anthropic mcp-server claude-code token-efficiency claude-code-plugin ashlrcode
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Apr 27, 2026 - TypeScript
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