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.
- 1Attivo
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 - 2Attivo
Compact, source-linked context packs that reduce token waste for coding agents.
mcpcrescita misurataApri fonte ↗
Installa
claude mcp add capsule -- npx capsulectx4stelle GitHubstabile - 3Attivo
token-efficiency
SkillA 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-efficiency2stelle GitHubstabile - 4Attivo
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-booster1stelle GitHubstabile - 5Attivo
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-context0stelle GitHubstabile - 6Attivo
Review and compact prompts, docs, and AI-agent skills to save tokens, preserving structure.
mcpcrescita misurataApri fonte ↗
Installa
claude mcp add compactprompt -- uvx compactprompt0stelle GitHubstabile - 7Attivo
claude-mini-hud
Skill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-hud9stelle GitHubstabile - 8Attivo
skillreaper
MCPCut 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 %) - 9Attivo
permafrost
SkillFreeze 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/permafrost21stelle GitHubstabile - 10Attivo
llmtrim
MCPMCP 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/cli222stelle GitHub+6 (+2.8 %) - 11Attivo
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/core0stelle GitHubstabile - 12Attivo
lazy-cat
SkillClaude 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-cat50stelle GitHubstabile - 13Dormiente
contextforge
SkillAgent 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/contextforge1stelle GitHubstabile - 14Dormiente
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-compressor35stelle GitHubstabile - 15Attivo
opencode-skill
SkillClaude 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-skill17stelle GitHub+1 (+6.2 %) - 16Dormiente
Spiderbrain-V3
SkillSpiderBrain 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-V365stelle GitHubstabile - 17Dormiente
ppt-report-skills
SkillA 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-skills81stelle GitHubstabile - 18Attivo
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-squeezer2stelle GitHubstabile - 19Attivo
gemini-skill
SkillClaude 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-skill12stelle GitHub— - 20Attivo
vibe-skill
SkillClaude 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-skill117stelle GitHubstabile - 21Dormiente
rosetta
AltroTranslate any language to English before Claude processes it. ~49% token savings combined with caveman.
githubcrescita misurataApri fonte ↗
2stelle GitHubstabile - 22Attivo
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-revive6stelle GitHubstabile - 23Attivo
governor
SkillClaude Code usage governor: compact professional output, context slimming, tool-output filtering, telemetry, and drift guardrails.
githubcrescita misurataApri fonte ↗
Installa
/plugin marketplace add 0xhimanshu/governor133stelle GitHub+3 (+2.3 %) - 24Dormiente
bonsai
SkillDrop-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/bonsai0stelle 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.
- 1AttivoApri fonte ↗
SUMMARY-md
SkillA cheat sheet that stops AI agents from scanning your whole repo and saves you tokens.
githubInstalla
Risorsacrescita misuratagit clone https://github.com/toshon-jennings/SUMMARY-md ~/.claude/skills/SUMMARY-md0stelle GitHubstabile