Token efficiency

Measured catalogue entries associated with Token efficiency.

112 measured catalogue entriesSnapshot measured Oct 16, 2026Sort: Momentum

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Measured resources

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  1. effortlessSkillActive

    Mods for Claude Code. effortless picks the reasoning effort for every prompt and shows the cache countdown. textless shows art, quotes and chess instead of the wall of text while Claude works.

    Source
    GitHub
    Language
    HTML
    Domains
    Agents, skills and MCP
    Uses
    Agent skills, Token efficiency, Code assistants
    Momentum87.47 days · Measured+190.14% relative change
    Stars206starsMeasured · Oct 16, 2026
  2. cache-taxSkillActive

    Keep Claude Code’s prompt cache warm during breaks and show the estimated cost before a cold send.

    Source
    GitHub
    Language
    TypeScript
    Domains
    Agents, skills and MCP
    Uses
    Agent skills, Token efficiency, Code assistants
    Momentum84.87 days · Measured+113.19% relative change
    Stars194starsMeasured · Oct 16, 2026
  3. A Claude Code mod that puts a live agent dashboard in your terminal: context and cost, advisor timeline, every permission check, subagent cards and swimlanes.

    Source
    GitHub
    Language
    TypeScript
    Domains
    Agents, skills and MCP
    Uses
    Agent skills, Token efficiency, Observability, Code assistants
    Momentum72.77 days · Measured+70.91% relative change
    Stars94starsMeasured · Oct 16, 2026
  4. ctx-handoff-modSkillActive

    Claude Code mod: hands off to a fresh conversation when context fills up, keeps the cache warm while you're away, and turns what you teach Claude into project notes

    Source
    GitHub
    Language
    TypeScript
    Domains
    Agents, skills and MCP
    Uses
    Agent skills, Token efficiency, Code assistants
    Momentum66.57 days · Measured+42.67% relative change
    Stars107starsMeasured · Oct 16, 2026
  5. rtkCLIActive

    CLI proxy that reduces LLM token consumption by 60-90% on common dev commands. Single Rust binary, zero dependencies

    Source
    GitHub
    Language
    Rust
    Domains
    Rust
    Uses
    Token efficiency, Code assistants
    Momentum65.57 days · Measured+0.89% relative change
    Stars83,533starsMeasured · Oct 16, 2026
  6. headroomMCP serverActive

    Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP server.

    Source
    GitHub
    Language
    Python
    Domains
    Agents, skills and MCP, Web / JavaScript
    Uses
    Token efficiency, Retrieval-augmented generation (RAG), Code assistants
    Momentum65.27 days · Measured+0.82% relative change
    Stars75,464starsMeasured · Oct 16, 2026
  7. auvSkillActive

    📱🐭 No we are not computer use, it's Application Use Via... a unified orchestration layer of OS automation, 0 token cost

    Source
    GitHub
    Language
    Rust
    Domains
    Agents, skills and MCP
    Uses
    Agent skills, Token efficiency
    Momentum587 days · Measured+23.66% relative change
    Stars115starsMeasured · Oct 16, 2026
  8. ChisleSkillActive

    Cut your AI coding agent's token bill on three axes: terse prose, YAGNI-first code, and tool-output compression. Claude Code, Pi, Cursor, Codex, Gemini + 4 more. Zero deps, published benchmarks including the runs it loses.

    Source
    GitHub
    Language
    JavaScript
    Domains
    Agents, skills and MCP
    Uses
    Agent skills, Token efficiency, Code assistants
    Momentum48.27 days · Measured+4.69% relative change
    Stars670starsMeasured · Oct 16, 2026
  9. context-guruSkillActive

    Context optimization for AI coding agents — lower token cost and latency without sacrificing accuracy.

    Source
    GitHub
    Language
    Go
    Domains
    Agents, skills and MCP
    Uses
    Agent skills, Token efficiency, Code assistants
    Momentum48.27 days · Measured+16.95% relative change
    Stars69starsMeasured · Oct 16, 2026
  10. token-optimizerOtherActive

    Find the ghost tokens. Fix them. Survive compaction. Avoid context quality decay.

    Source
    GitHub
    Language
    Python
    Domains
    Agents, skills and MCP
    Uses
    Token efficiency, Code assistants
    Momentum45.87 days · Measured+1.78% relative change
    Stars2,571starsMeasured · Oct 16, 2026