claude

token-economics

Measure agent token usage from local host records, and settle tool savings claims with controlled A/B runs that require a preserved answer.

1 on GitHubby Mark Beacomv0.2.2MITupdated 17 days agomeasurement
/

Plugin token-economics from marketplace context-kit in mbeacom/context-kit. Commands read from the repo's manifest — 17 days ago.

What it installs

Skills (2)

  • token-accounting

    Use when measuring or reporting agent token usage, cost, or cache efficiency from Claude Code or GitHub Copilot session records.

  • tool-savings-benchmark

    Use when testing whether a tool, flag, or output wrapper reduces tokens, before quoting a savings percentage.

Slash commands (2)

  • /token-economics:benchmark-tool-savings

    Measure whether a tool actually reduces tokens, with a controlled A/B run

  • /token-economics:token-report

    Report local agent token usage with per-host correctness rules

View source on GitHub mbeacom.github.io

More from mbeacom/context-kit

All 15 plugins →

memory

claude

Provenance-bound durable memory with immutable records, append-only review state, active-only recall, and offline semantic recall via a first-party rag provider.

1 skill · 4 commands · 1 MCP server · hooks

1

Portable, bounded, verified task-state handoffs with manual write/resume commands, a read-only compiler, and deterministic validation.

1 skill · 2 commands · 1 agent

1

verify

claude

Read-only claim verification and prospective change-impact analysis with per-claim verdicts, blast-radius mapping, and file:line evidence.

2 skills · 1 command · 1 agent

1

Exhaustive review of a corpus too large to read at once: hashed unit inventory, bounded resumable shards, and a coverage ledger that separates a real gap from an undecidable one.

1 skill · 1 command · 1 agent

1

Multi-lens evaluative review: independent adversarial, architect, consumer, and operator charters return typed findings that merge on agreement and preserve disagreement as an explicit tradeoff.

1 skill · 1 command · 1 agent

1

Plan-big / execute-small orchestration: a strong model plans and delegates token-heavy work to cheaper subagents.

1 skill · 1 command · 1 agent

1

Similar plugins

telemetry

claude

Plugin analytics: hooks $.telemetry's two events, so a plugin logs an event or marks a feature's use as a first-party row, sent in batches with the session's own credential.

anthropics/claude-code 155,476

Token usage tracking, model cost attribution per agent, budget alerts, and optimization recommendations

24 skills · 1 command · 1 agent · hooks

ruvnet/ruflo 81,589

Skill: add headroom-ai compress() to a Python or TypeScript app to cut LLM input tokens (tool outputs, logs, JSON, chat history). No API key.

1 skill

headroomlabs-ai/headroom 79,508

mem0

claudecodex

Cross-session memory and token savings for coding agents.

6 skills · 1 agent · 1 MCP server · hooks

mem0ai/mem0 68,893

azure

claude

Transform Claude into an Azure expert. This plugin integrates the Azure MCP server and specialized Azure skills to move beyond generic advice. It enables Claude to perform real-world tasks: listing resources, validating deployments, diagnosing infrastructure issues, and optimizing costs across 50+ Azure services.

44 skills · 1 MCP server

anthropics/claude-plugins-official 47,076

ifixai

claudecodex

Independent auditing for AI agents, open source. Claude discovers your setup, confirms the cost, and audits your agent against the one question other tools skip: is it doing the job it's supposed to do, given your business rules and org structure? Test any model (Anthropic, OpenAI, Gemini, Azure, Bedrock, …) graded by self, one independent judge, or a cross-vendor panel; each provider is billed to its own account via a key in your settings, never the command line. Results render as an interactive artifact (with a static-report fallback).

1 skill · hooks

ifixai-ai/iFixAi 45,158

Maintain token-economics?

This page updates itself from your repo. Add the badge to your README, or get it Featured to pin it above the organic results with a followed link to your site.

claude & codex plugins15 plugins