fleet-auditor 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.
fleet-auditor from alexgreensh/token-optimizer is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add alexgreensh/token-optimizer/fleet-auditor@git:20261019.c063470Pins git:20261019.c063470 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- alexgreensh/token-optimizer
- Path
skills/fleet-auditor/SKILL.md- Versions recorded
- 8
- Latest version
- git:20261019.c063470, committed Oct 19, 2026
- First version recorded
- Jul 31, 2026
- Size
- 6,560 bytes
- Repository stars
- 2,651
- License
- a license file GitHub does not identify
Audits token waste and cost across Claude Code, Codex, OpenClaw, Hermes and OpenCode, with dollar savings. Use when running several agent systems or suspecting idle heartbeats burn tokens.
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
# Fleet Auditor: Cross-Platform Agent Token Waste Auditor
Token Optimizer's own skills (`token-optimizer`, `token-coach`, `token-dashboard`, `fleet-auditor`) are the measurement layer, so leave them out of every removal, archive, trimming, disabling or consolidation suggestion; deleting them to save a few hundred tokens defeats the audit.
Detects installed agent systems, collects token usage data, identifies waste patterns, and recommends fixes with dollar savings estimates.
Use when running multiple agent systems, spending $2-5/day on agents, suspecting idle heartbeats are burning tokens, or wanting a cross-system cost audit.
---
## Phase 0: Initialize
1. **Resolve runtime and fleet.py path** (works for both skill and plugin installs):
```bash
RUNTIME="${TOKEN_OPTIMIZER_RUNTIME:-}"
if [ -z "$RUNTIME" ]; then
if [ -n "$CLAUDE_PLUGIN_ROOT" ] || [ -n "$CLAUDE_PLUGIN_DATA" ]; then RUNTIME="claude"
elif [ -n "$OPENCODE" ] || [ -n "$OPENCODE_BIN" ] || [ -n "$OPENCODE_CONFIG_DIR" ] || [ -n "$OPENCODE_CONFIG" ]; then RUNTIME="opencode"
elif [ -n "$CODEX_HOME" ]; then RUNTIME="codex"
# Another harness's config-dir env: same tier as Python's detect_runtime().
…Read the whole file at its exact version.
How to install
mdr add alexgreensh/token-optimizer/fleet-auditor@sha256:d8155b6a1d4b3202The line at the top of this page pins the label git:20261019.c063470, 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.
[](https://markdownregistry.com/a/art_lv72p3s3am524vbm)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 8 versions of this file, between Jul 31, 2026 and Oct 19, 2026, about one every 11 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261019.c063470 latest | 2026-10-19 | c063470 | 6,560 B | A | view · diff |
| git:20261019.5e18db5 | 2026-10-19 | 5e18db5 | 6,681 B | A | view · diff |
| git:20261010.d43ebe5 | 2026-10-10 | d43ebe5 | 6,129 B | A | view · diff |
| git:20260905.29c9581 | 2026-09-05 | 29c9581 | 6,949 B | A | view · diff |
| git:20260816.1a7b786 | 2026-08-16 | 1a7b786 | 6,974 B | A | view · diff |
| git:20260808.ff5dedb | 2026-08-08 | ff5dedb | 6,972 B | A | view · diff |
| git:20260731.82b2efc | 2026-07-31 | 82b2efc | 6,845 B | A | view · diff |
| git:20260731.1652f37 | 2026-07-31 | 1652f37 | 6,858 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (6560 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
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_lv72p3s3am524vbm GET https://markdownregistry.com/api/v1/resolve?ref=alexgreensh/token-optimizer/fleet-auditor GET https://markdownregistry.com/api/v1/blob/d8155b6a1d4b3202dfa7b100bb60654b00cf7cbe136097a843772265a6d9dcaa
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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