Token efficiency

Measured catalogue entries associated with Token efficiency.

121 measured catalogue entriesSnapshot measured Oct 22, 2026Sort: Momentum

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  1. concise

    SkillDormant

    Say more with less. Claude Code skill/plugin that cuts ~60-70% of output tokens while keeping natural, readable English.

    Source
    GitHub
    Language
    Shell
    Last activity
    Apr 8, 2026

    Stars19Measured · Oct 22, 2026

    Momentum32.77 days · Measured · +11.76% relative change

  2. llmslim

    MCP serverActive

    The context layer for production AI agents: local-first context planning, compression and runtime for LLM apps.

    Source
    GitHub
    Language
    Python
    Last activity
    Oct 21, 2026

    Stars19Measured · Oct 22, 2026

    Momentum32.77 days · Measured · +11.76% relative change

  3. cachebeat

    SkillActive

    A tiny Claude Code skill that keeps your prompt cache warm during idle sessions, so your next message reads from cache instead of paying full price.

    Source
    GitHub
    Language
    Shell
    Last activity
    Oct 13, 2026

    Stars75Measured · Oct 22, 2026

    Momentum31.97 days · Measured · +5.63% relative change

  4. agentic-os

    SkillActive

    Governance framework for AI coding agents. It runs them through a five-step workflow (plan, build, review, test, ship) where no step counts as done without evidence. Drop-in rules and guardrails for Claude Code, Codex, Cursor, Copilot, and Antigravity, via AGENTS.md.

    Source
    GitHub
    Language
    Python
    Last activity
    Oct 20, 2026

    Stars217Measured · Oct 22, 2026

    Momentum30.57 days · Measured · +2.84% relative change

  5. compact-adviser

    SkillActive

    "Work appears completed or recorded. Run /compact to save tokens."

    Source
    GitHub
    Language
    TypeScript
    Last activity
    Oct 9, 2026

    Stars223Measured · Oct 22, 2026

    Momentum30.37 days · Measured · +2.76% relative change

  6. ripwire

    MCP serverActive

    The ripgrep of AI context: a zero-dependency C++23 CLI + MCP server for coding agents. Find what you want without reading the repo, then check you built what you meant — blast radius, tests-to-run, quality deltas. Signatures at 74.7% fewer bytes than bodies; every guess labelled, every loss published. Paddle out with a map.

    Source
    GitHub
    Language
    C++
    Last activity
    Oct 22, 2026

    Stars2,462Measured · Oct 22, 2026

    Momentum30.17 days · Measured · +0.57% relative change

  7. Agent.md

    SkillActive

    Your AI coding agent follows these files blindly, before it reads a line of your code.

    Source
    GitHub
    Last activity
    Oct 15, 2026

    Stars10Measured · Oct 22, 2026

    Momentum28.37 days · Measured · +11.11% relative change

  8. token-saver

    SkillActive

    Content-aware output compression for AI coding assistants. 36 specialized processors cut CLI output tokens by 60-99% (git, pytest, npm, terraform, kubectl, docker, and more) without losing errors, diffs, or stack traces.

    Source
    GitHub
    Language
    Python
    Last activity
    Sep 19, 2026

    Stars158Measured · Oct 22, 2026

    Momentum26.67 days · Measured · +2.6% relative change

  9. ratel

    MCP serverActive

    Context engineering for AI agents. ~80% fewer tokens. Fix tool overload. Skills and memory with in-process BM25 and semantic retrieval. Progressive Disclosure. No vector DB.

    Source
    GitHub
    Language
    Rust
    Last activity
    Oct 19, 2026

    Stars484Measured · Oct 22, 2026

    Momentum25.87 days · Measured · +1.26% relative change

  10. jev-opus

    SkillActive

    Claude Opus 5.5 with the effort level re-decided every step by the TypeSafe Jev reflex — without breaking the prompt cache. CLI + Claude Code plugin.

    Source
    GitHub
    Language
    TypeScript
    Last activity
    Oct 10, 2026

    Stars15Measured · Oct 22, 2026

    Momentum24.97 days · Measured · +7.14% relative change