工具说明为英文。

令牌效率

降低令牌成本并压缩上下文的工具。

用途

活跃度

排序方式

90

工具排名

混合排名：实测增长优先。 原始值保留各自的数据窗口；计算变化需要 7 天内至少两次测量。

  1. 1

    技能
    活跃

    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.

    Python许可证: MIT
    • ai-agent
    • ai-coding
    • anthropic
    • claude
    • claude-code

    github实测增长打开来源 ↗

    安装 /plugin marketplace add NodeNestor/claude-rolling-context

    31GitHub 星标稳定
  2. 2

    技能
    活跃

    20 power-user skills for Claude Code: session memory and consolidation, context compression, multi-agent orchestration, adversarial bug hunting, security review, calibrated estimation and decision archaeology. Drop-in SKILL.md files. Built…

    许可证: MIT
    • agent-skills
    • ai-agent
    • ai-coding
    • ai-developer-tools
    • ai-workflow

    github实测增长打开来源 ↗

    安装 git clone https://github.com/irfad7/claude-power-skills ~/.claude/skills/claude-power-skills

    4GitHub 星标稳定
  3. 3

    技能
    活跃

    Restore prior Claude Code AND Codex sessions with zero LLM calls. Cross-tool session handoff, cache-expiry prevention, real cost dashboard. One plugin, both hosts.

    JavaScript许可证: Apache-2.0
    • anthropic-api
    • api-cost
    • billing-analytics
    • cache-management
    • claude-code

    github实测增长打开来源 ↗

    安装 /plugin marketplace add ww-w-ai/super-token-saver

    31GitHub 星标稳定
  4. 4

    技能
    活跃

    Automatically detect and disable irrelevant Claude Code skills per project to save tokens and streamline your tech workflow.

    Python许可证: MIT
    • agents
    • ai-agents
    • antigravity
    • claude
    • claude-code-plugins

    github实测增长打开来源 ↗

    安装 git clone https://github.com/mrdenox109-nyx/skill-manager ~/.claude/skills/skill-manager

    5GitHub 星标稳定
  5. 5

    技能
    休眠

    Give your Claude Code Agent Teams a memory. Auto-injects role-specific context into every new teammate — your team never starts blind again.

    Python
    • agent-teams
    • ai-agents
    • anthropic
    • claude
    • claude-ai

    github实测增长打开来源 ↗

    安装 /plugin marketplace add Gr122lyBr/claude-teams-brain

    26GitHub 星标稳定
  6. 6

    技能
    活跃

    Profile Claude Code context, discover repeated workflows, and regression-test your skills. Local-only, zero-dependency.

    Python许可证: MIT
    • agent-skills
    • anthropic
    • claude-code
    • claude-code-plugin
    • claude-code-plugins

    github实测增长打开来源 ↗

    安装 /plugin marketplace add nks0614/harnessay

    5GitHub 星标+2 (+66.7 %)
  7. 7

    技能
    活跃

    Tech-lead orchestration for Claude Code — the top-tier model (Fable) keeps architecture & decisions, cheap subagents (Sonnet/Opus) do the routine and the digging. Save tokens without losing quality.

    许可证: MIT
    • agent-skills
    • ai-agents
    • anthropic
    • claude
    • claude-code

    github实测增长打开来源 ↗

    安装 /plugin marketplace add AndyShaman/senior-fable

    25GitHub 星标+2 (+8.7 %)
  8. 8

    技能
    活跃

    Resume Claude Code work after rate/usage/context limits without replaying the prior transcript. Auto-saves at 90%/95% usage. Plugin-installable, 10 languages.

    PowerShell许可证: MIT
    • checkpoint
    • claude-code
    • claude-code-plugin
    • claude-code-skills
    • context

    github实测增长打开来源 ↗

    安装 /plugin marketplace add sofumel/claude-handoff-revive

    6GitHub 星标稳定
  9. 9

    技能
    活跃

    Claude Code plugin: Fable 5 as a token-frugal orchestrator with tiered Opus/Sonnet/Haiku agents

    HTML许可证: MIT
    • anthropic
    • claude-code
    • claude-code-plugin
    • fable
    • hooks

    github实测增长打开来源 ↗

    安装 /plugin marketplace add realgarit/fable-baton

    24GitHub 星标+2 (+9.1 %)
  10. 10

    技能
    活跃

    A Claude Code hook that routes each Read on a PDF to the path that actually works: text layer to UTF-8 text, scans to vision, and neither one through poppler.

    Python许可证: MIT
    • claude-code
    • claude-code-hooks
    • claude-code-plugin
    • pdf
    • poppler

    github实测增长打开来源 ↗

    安装 /plugin marketplace add WatsonTsai/pdf-text-router

    7GitHub 星标稳定
  11. 11

    技能
    活跃

    The Agent Knowledge Kit & Architecture System — 10–32x token-efficient architecture discovery for AI coding agents

    TypeScript
    • agentic-ai
    • ai-agents
    • antigravity
    • bun
    • claude-code

    github实测增长打开来源 ↗

    安装 git clone https://github.com/chama-x/quiv ~/.claude/skills/quiv

    3GitHub 星标稳定
  12. 12

    技能
    活跃

    Cut Claude Code token costs by delegating bulk LLM work to cheap models. 600+ models via NanoGPT, OpenRouter, Groq or local Ollama — batched, resumable, with real per-call cost tracking.

    Python许可证: MIT
    • ai-agents
    • batch-processing
    • cheap-llm
    • claude-code
    • claude-code-agents

    github估算动量打开来源 ↗

    安装 /plugin marketplace add bicced/sidequest

    1GitHub 星标—
  13. 13

    技能
    休眠

    Claude Code plugin — inventory all your installed skills, check structure, and find updates. Free, zero dependencies.

    JavaScript许可证: MIT
    • ai-tools
    • anthropic
    • audit
    • claude
    • claude-code

    github估算动量打开来源 ↗

    安装 /plugin marketplace add VersoXBT/skill-manager

    6GitHub 星标—

学习与参考资源

按实测增长排序，并在不同来源间归一化。 这些资源可单独访问，不参与主要排名。

  1. 1

    mcp-agent-skills-hub

    MCP
    活跃打开来源 ↗

    Molavi Agent Skills: Curated AI agent skills and MCP configs for Antigravity, Cursor, Codex & Claude — by Taghi Molavi

    JavaScript许可证: MIT
    • agentic-workflows
    • ai-agents
    • ai-skills
    • antigravity
    • awesome-list
    github资源实测增长
    8GitHub 星标稳定
  2. 2

    SUMMARY-md

    技能
    活跃打开来源 ↗

    A cheat sheet that stops AI agents from scanning your whole repo and saves you tokens.

    许可证: CC0-1.0
    • agent-context
    • agent-tools
    • ai-agents
    • ai-coding
    • claude-code
    github

    安装 git clone https://github.com/toshon-jennings/SUMMARY-md ~/.claude/skills/SUMMARY-md

    资源实测增长
    0GitHub 星标稳定