token-optimizer SKILL.md skillA

This file is byte-identical to the first copy the registry indexed, one of 3 indexed copies. Same content hash, so the same checks give both the same grade.

token-optimizer from alexgreensh/token-optimizer is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add alexgreensh/token-optimizer/token-optimizer@git:20261010.f756a67

Pins git:20261010.f756a67 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
alexgreensh/token-optimizer
Path
plugins/token-optimizer/skills/token-optimizer/SKILL.md
Versions recorded
9
Latest version
git:20261010.f756a67, committed Oct 10, 2026
First version recorded
Jul 31, 2026
Size
9,730 bytes
Repository stars
2,651
License
a license file GitHub does not identify

Audits a Claude Code or Codex setup for context-window waste, fixes it with the user's approval, and measures the saving. Use when context feels tight, sessions degrade, or costs climb.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# Token Optimizer

Measures where a setup spends its context window, proposes fixes, applies the ones the user approves, and re-measures. The deliverable is a before-and-after the user can verify, with every change backed up. Typical recovery is 5-15% of the window from config cleanup, more when compaction and caching settings are wrong for the way the user works.

Token Optimizer's own skills (`token-optimizer`, `token-coach`, `token-dashboard`, `fleet-auditor`, `resume-checkpoint`) are the measurement layer, so leave them out of every unused-skill, archive or consolidation suggestion, however rarely they run.

## Step 0: pick the right workflow for this runtime

The audit below reads and edits `~/.claude`, which is the wrong target anywhere but Claude Code, so settle the runtime before touching any path. Run exactly this, in this order.

**a. Environment check** (touches no file; an explicit `TOKEN_OPTIMIZER_RUNTIME` wins, and Claude plugin variables are checked before stray `OPENCODE_*` exports, the same order `detect_runtime()` uses):

```bash
if [ "${TOKEN_OPTIMIZER_RUNTIME:-}" = "claude" ] || [ "${TOKEN_OPTIMIZER_RUNTIME:-}" = "codex" ]; then
  :
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add alexgreensh/token-optimizer/token-optimizer@sha256:0afe28cf1d20f51f

The line at the top of this page pins the label git:20261010.f756a67, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_ehaqnz26fa5isua4.svg)](https://markdownregistry.com/a/art_ehaqnz26fa5isua4)

5 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 9 versions of this file, between Jul 31, 2026 and Oct 10, 2026, about one every 9 days.

versioncommittedcommitsizeaudit
git:20261010.f756a67 latest2026-10-10 f756a67 9,730 BA view · diff
git:20261010.d86aacb2026-10-10 d86aacb 9,666 BA view · diff
git:20261010.d43ebe52026-10-10 d43ebe5 9,517 BA view · diff
git:20260922.9746a362026-09-22 9746a36 14,377 BA view · diff
git:20260905.b548e8a2026-09-05 b548e8a 15,697 BA view · diff
git:20260903.0d0be102026-09-03 0d0be10 15,746 BA view · diff
git:20260902.8ab41002026-09-02 8ab4100 15,280 BA view · diff
git:20260902.ebd4fcf2026-09-02 ebd4fcf 15,044 BA view · diff
git:20260731.82b2efc2026-07-31 82b2efc 14,569 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the 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 (9730 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

alexgreensh/token-optimizer · 2,651 stars · license a license file GitHub does not identify · pushed 2026-10-22 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_ehaqnz26fa5isua4
GET https://markdownregistry.com/api/v1/resolve?ref=alexgreensh/token-optimizer/token-optimizer
GET https://markdownregistry.com/api/v1/blob/0afe28cf1d20f51fb051c8012b6e531227d565139ad6ec0fabb0e1c46efc3f33

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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Every file in alexgreensh/token-optimizer

Other files named token-optimizer

token-optimizer SKILL.md skill
alexgreensh/token-optimizer · skills/token-optimizer/SKILL.md · Audits a Claude Code or Codex setup for context-window waste, fixes it with the user's approval, and measures the…
git:20261010.adb019a · audit A · 2,651 stars
token-optimizer SKILL.md skill
alexgreensh/token-optimizer · openclaw/skills/token-optimizer/SKILL.md · Audit your OpenClaw setup for token waste, context bloat, and cost optimization opportunities
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token-optimizer SKILL.md skill
alexgreensh/token-optimizer · cowork/token-optimizer/skills/token-optimizer/SKILL.md · Audits a Claude Code or Codex setup for context-window waste, fixes it with the user's approval, and measures the…
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token-optimizer SKILL.md skill
nitinjain999/platform-skills · skills/token-optimizer/SKILL.md · Route broad repository discovery to a cheaper worker model using each client's native subagents, keeping the main agent…
git:20261011.e8166a5 · audit A · 70 stars
token-optimizer SKILL.md skill
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token-optimizer SKILL.md skill
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