hhu3637kr/skills · token-efficiency/SKILL.md

token-efficiency skillA

token-efficiency is agent-read markdown (skill) from hhu3637kr/skills: Cross-platform token audit and optimization for AI coding agents (Cursor, Codex, Claude Code, Hermes, Windsurf, Cline, OpenClaw, Gemini CLI, Aider). Scans always-on context, MCP tools, skills; ranks ROI fixes; installs L0-L3 rules; shrinks large tool outputs. Use for save tokens, token audit, context bloat, MCP prune, reduce API cost, agent efficiency, payload shrink..

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add hhu3637kr/skills/token-efficiency@git:20260616.652036b
Exact content
mdr add hhu3637kr/skills/token-efficiency@sha256:83e9847843d82f6d

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_peqjmuko6jvdk2yi.svg)](https://markdownregistry.com/a/art_peqjmuko6jvdk2yi)

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Versions

versioncommittedcommitsizeaudit
git:20260616.652036b latest2026-06-16 652036b 3,486 BA view · diff
git:20260616.eb2e2832026-06-16 eb2e283 2,738 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (3486 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

hhu3637kr/skills · 145 stars · license none · pushed 2026-09-16 · branch master

API

GET https://markdownregistry.com/api/v1/artifacts/art_peqjmuko6jvdk2yi
GET https://markdownregistry.com/api/v1/resolve?ref=hhu3637kr/skills/token-efficiency
GET https://markdownregistry.com/api/v1/blob/83e9847843d82f6dc195063ceeef41032d8092eb60f1f49d654e4b18c01e3e2b

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.