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

88

Classifica degli strumenti

Classifica per crescita misurata e normalizzata tra le fonti. I valori grezzi mantengono la propria finestra; una variazione richiede almeno due rilevazioni in 7 giorni.

  1. 1

    Altro
    Dormiente

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

    githubcrescita misurataApri fonte ↗

    2stelle GitHubstabile
  2. 2

    MCP
    Dormiente

    Audit MCP servers, skills, and CLAUDE.md bloat eating your Claude Code context window.

    githubcrescita misurataApri fonte ↗

    35stelle GitHubstabile
  3. 3

    Skill
    Attivo

    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…

    githubcrescita misurataApri fonte ↗

    Installa git clone https://github.com/KbWen/agentic-os ~/.claude/skills/agentic-os

    155stelle GitHub+8 (+5.4 %)
  4. 4
    Attivo

    Tinder for your Claude Code skills, subagents and MCP servers. Swipe away what wastes context, scan for prompt injection, get honest token costs. Fixes what it finds and actually deletes. Zero dependencies, Claude Code + Codex.

    githubcrescita misurataApri fonte ↗

    115stelle GitHub+1 (+0.88 %)
  5. 5
    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
  6. 6
    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
  7. 7

    Skill
    Attivo

    Compact Claude Code statusline — zero-dependency, crash-free on Windows

    githubcrescita misurataApri fonte ↗

    Installa /plugin marketplace add WaterTian/cc-hud

    8stelle GitHubstabile
  8. 8
    Attivo

    Persistent memory + security layer for Claude Code (MCP plugin). Agents remember your project across sessions (~87% fewer context tokens), every tool call lands in a tamper-evident HMAC audit chain, and skills are AST-scanned +…

    githubcrescita misurataApri fonte ↗

    8stelle GitHubstabile
  9. 9
    Attivo

    Eco mode for Claude Code. /eco: -31% to -73% output tokens with critical findings intact; /eco-max: up to -75% with lowered effort. Measured hardest on Claude Fable 5 (fable5), deep-studied on Sonnet 5, works on Opus 4.8 too. We publish our…

    githubcrescita misurataApri fonte ↗

    Installa /plugin marketplace add sup3x/claude-code-eco

    33stelle GitHubstabile
  10. 10

    Skill
    Dormiente

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

    githubcrescita misurataApri fonte ↗

    Installa /plugin marketplace add o4f6bgpac3/concise

    11stelle GitHub+2 (+22.2 %)
  11. 11

    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
  12. 12
    Attivo

    Claude Code plugin that tracks token usage, identifies wasted context, and saves 30-50% on API costs. Heatmaps, ROI reports, budget alerts, efficiency scores, git-aware suggestions — all local, zero config.

    githubcrescita misurataApri fonte ↗

    Installa /plugin marketplace add egorfedorov/claude-context-optimizer

    105stelle GitHub+4 (+4.0 %)
  13. 13
    Attivo

    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.

    githubcrescita misurataApri fonte ↗

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

    31stelle GitHubstabile
  14. 14
    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 %)
  15. 15
    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
  16. 16
    Attivo

    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.

    githubcrescita misurataApri fonte ↗

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

    31stelle GitHubstabile
  17. 17
    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
  18. 18
    Attivo

    23 Claude Code plugins: TDD enforcement hooks, git/PR workflows, spec-driven development, code review, project lifecycle, fix-from-error, maintenance automation, context optimization, research, and multi-LLM delegation. 186 skills, 128…

    githubcrescita misurataApri fonte ↗

    Installa git clone https://github.com/athola/claude-night-market ~/.claude/skills/claude-night-market

    335stelle GitHub+3 (+0.90 %)
  19. 19
    Attivo

    A skill that shrink noisy log/output 60-90% before read — filter, group, dedupe, truncate. Cut token, cut cost, keep signal. By Dhayalan (aka Joy).

    githubcrescita misurataApri fonte ↗

    Installa /plugin marketplace add Da-ya7/PromptCompressor-skill

    1stelle GitHubstabile
  20. 20
    Attivo

    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…

    githubcrescita misurataApri fonte ↗

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

    4stelle GitHubstabile
  21. 21
    Dormiente

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

    githubcrescita misurataApri fonte ↗

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

    26stelle GitHubstabile
  22. 22

    Skill
    Dormiente

    Pith is the hook that makes Claude Code sessions last 3x longer.

    githubcrescita misurataApri fonte ↗

    Installa /plugin marketplace add abhisekjha/pith

    98stelle GitHubstabile
  23. 23
    Dormiente

    Optimize Claude Code token usage — 22 skills, 8 hooks, 6 rules. One npm install. Zero manual steps. Cut costs by 67%.

    githubcrescita misurataApri fonte ↗

    9stelle GitHubstabile
  24. 24

    Skill
    Attivo

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

    githubcrescita misurataApri fonte ↗

    Installa /plugin marketplace add nks0614/harnessay

    5stelle GitHub+2 (+66.7 %)
  25. 25

    Skill
    Attivo

    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.

    githubcrescita misurataApri fonte ↗

    Installa /plugin marketplace add AndyShaman/senior-fable

    25stelle GitHub+2 (+8.7 %)