Le descrizioni degli strumenti sono in inglese.

Efficienza dei token

Strumenti per ridurre i costi dei token e comprimere il contesto.

Utilizzo

Attività

Ordina per

98

Classifica degli strumenti

Ranked by creation date, newest first; undated entries come last. I valori grezzi mantengono la propria finestra; una variazione richiede almeno due rilevazioni in 7 giorni.

  1. 1
    Attivo

    Usage-aware status line for Claude Code: session & weekly rate-limit gauges with reset countdowns and a precise context-window meter, plus tokens, git & weather. Template-driven and extensible — set it up by chatting with Claude or via a…

    githubcrescita misurataApri fonte ↗

    1stelle GitHubstabile
  2. 2
    Attivo

    Compact, source-linked context packs that reduce token waste for coding agents.

    mcpcrescita misurataApri fonte ↗

    Installa claude mcp add capsule -- npx capsulectx

    4stelle GitHubstabile
  3. 3
    Attivo

    A Claude Code plugin that shows exactly where your AI coding session wasted tokens — and how to fix it. Flags waste, never quality. Runs locally.

    githubcrescita misurataApri fonte ↗

    Installa /plugin marketplace add Jimmynycu/token-efficiency

    2stelle GitHubstabile
  4. 4
    Attivo

    Cut AI agent token costs 5-15x — routes only relevant code symbols instead of full files.

    mcpcrescita misurataApri fonte ↗

    Installa claude mcp add agent-booster -- uvx agent-booster

    1stelle GitHubstabile
  5. 5
    Attivo

    Context GC for LLM agents: offload large tool outputs and recall them to save tokens.

    mcpcrescita misurataApri fonte ↗

    Installa claude mcp add lethe -- uvx lethe-llm-context

    0stelle GitHubstabile
  6. 6
    Attivo

    Review and compact prompts, docs, and AI-agent skills to save tokens, preserving structure.

    mcpcrescita misurataApri fonte ↗

    Installa claude mcp add compactprompt -- uvx compactprompt

    0stelle GitHubstabile
  7. 7
    Attivo

    对标 claude-hud 核心功能,控制在 7 行以内更轻量。内置 13 个国产大模型平台用量查询 (智谱 GLM / MiniMax / DeepSeek / Kimi / StepFun / SiliconFlow 等),第三方代理用户也能实时看到额度消耗。

    githubcrescita misurataApri fonte ↗

    Installa /plugin marketplace add zander-zyx/claude-mini-hud

    9stelle GitHubstabile
  8. 8
    Attivo

    Cut context bloat in your AI-agent stack: find and safely prune unused skills, MCP servers and subagents from real transcript evidence

    githubcrescita misurataApri fonte ↗

    55stelle GitHub+1 (+1.9 %)
  9. 9

    Skill
    Attivo

    Freeze Claude Code's prompt prefix so DeepSeek's automatic cache always hits — alignment proxy + coalescing + keepalive, installable as a CC plugin. Measured 64% cheaper on real Claude Code traffic.

    githubcrescita misurataApri fonte ↗

    Installa /plugin marketplace add jianzhichun/permafrost

    21stelle GitHubstabile
  10. 10

    MCP
    Attivo

    MCP server and proxy that compresses LLM prompts, tool output, and replies to cut token cost.

    mcpcrescita misurataApri fonte ↗

    Installa claude mcp add llmtrim -- npx @llmtrim/cli

    222stelle GitHub+6 (+2.8 %)
  11. 11
    Attivo

    MCP server that cuts AI coding agent token usage via framework-aware context optimization

    mcpcrescita misurataApri fonte ↗

    Installa claude mcp add ai-optimizer -- npx @ai-optimizer/core

    0stelle GitHubstabile
  12. 12

    Skill
    Attivo

    Claude Code skills for developers who code like cats — never more effort than the problem requires.

    githubcrescita misurataApri fonte ↗

    Installa git clone https://github.com/albertobarnabo/lazy-cat ~/.claude/skills/lazy-cat

    50stelle GitHubstabile
  13. 13

    Skill
    Dormiente

    Agent context gate for Codex, Claude Code, Copilot, MCP, Cursor, Cline, Gemini and Windsurf repos

    githubcrescita misurataApri fonte ↗

    Installa git clone https://github.com/grnbtqdbyx-create/contextforge ~/.claude/skills/contextforge

    1stelle GitHubstabile
  14. 14
    Dormiente

    Convert long AI conversations into portable conversation state graphs for LLM handoffs.

    githubcrescita misurataApri fonte ↗

    Installa git clone https://github.com/Adityapal67/context-graph-compressor ~/.claude/skills/context-graph-compressor

    35stelle GitHubstabile
  15. 15
    Attivo

    Claude Code skill — delegate coding tasks to Opencode, supervise via git diff & save 50-90% Claude token usage

    githubcrescita misurataApri fonte ↗

    Installa git clone https://github.com/pcx-wave/opencode-skill ~/.claude/skills/opencode-skill

    17stelle GitHub+1 (+6.2 %)
  16. 16
    Dormiente

    SpiderBrain v3 is a multi-platform skill/framework to reduce token usage and AI hallucinations across Claude, Cursor, and other AI tools.

    githubcrescita misurataApri fonte ↗

    Installa git clone https://github.com/abhishek-performdigital/Spiderbrain-V3 ~/.claude/skills/Spiderbrain-V3

    65stelle GitHubstabile
  17. 17
    Dormiente

    A Claude Code skill for web report decks — richer ECharts charts, one file per slide (edit one page, save tokens), and complex structure diagrams. 16:9 & vertical, PDF/image export.网页版 PPT 汇报的 Claude Code skill:ECharts 把数据画得更好看、每页一个文件改一页省…

    githubcrescita misurataApri fonte ↗

    Installa git clone https://github.com/myunwang/ppt-report-skills ~/.claude/skills/ppt-report-skills

    81stelle GitHubstabile
  18. 18
    Attivo

    Cut vision-LLM token costs by snapping images to tile boundaries — Claude, GPT, Gemini, Llama, Qwen

    mcpcrescita misurataApri fonte ↗

    Installa claude mcp add vision-squeezer -- npx vision-squeezer

    2stelle GitHubstabile
  19. 19

    Skill
    Attivo

    Claude Code skill — delegate coding tasks to Gemini CLI and supervise via git diff

    githubmomentum stimatoApri fonte ↗

    Installa git clone https://github.com/pcx-wave/gemini-skill ~/.claude/skills/gemini-skill

    12stelle GitHub
  20. 20

    Skill
    Attivo

    Claude Code skill — delegate coding tasks to Mistral Vibe, supervise via git diff & save 50-90% Claude token usage

    githubcrescita misurataApri fonte ↗

    Installa git clone https://github.com/pcx-wave/vibe-skill ~/.claude/skills/vibe-skill

    117stelle GitHubstabile
  21. 21

    Altro
    Dormiente

    Translate any language to English before Claude processes it. ~49% token savings combined with caveman.

    githubcrescita misurataApri fonte ↗

    2stelle GitHubstabile
  22. 22
    Attivo

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

    githubcrescita misurataApri fonte ↗

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

    6stelle GitHubstabile
  23. 23

    Skill
    Attivo

    Claude Code usage governor: compact professional output, context slimming, tool-output filtering, telemetry, and drift guardrails.

    githubcrescita misurataApri fonte ↗

    Installa /plugin marketplace add 0xhimanshu/governor

    133stelle GitHub+3 (+2.3 %)
  24. 24

    Skill
    Dormiente

    Drop-in Cursor rules to cut AI response tokens (no filler/hedging, preserve code + technical strings). Includes local, reproducible benchmarks.

    githubcrescita misurataApri fonte ↗

    Installa git clone https://github.com/marcomondelli/bonsai ~/.claude/skills/bonsai

    0stelle GitHubstabile

Risorse didattiche e di riferimento

Ranked by creation date, newest first; undated entries come last. Queste risorse restano accessibili separatamente e non partecipano alla classifica principale.

  1. 1
    AttivoApri fonte ↗

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

    github

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

    Risorsacrescita misurata
    0stelle GitHubstabile