token-optimizer SKILL.md skillA

token-optimizer 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/token-optimizer@git:20260316.25fde7b

Pins git:20260316.25fde7b in mdr.lock. Pin the fingerprint instead.

Audit grade

A, 17 of 17 checks passed

Kind

SKILL.md skill

Repository

alexgreensh/token-optimizer

Path

openclaw/skills/token-optimizer/SKILL.md

Versions recorded

1

Latest version

git:20260316.25fde7b, committed Mar 16, 2026

Size

1,921 bytes

Repository stars

2,920

License

a license file GitHub does not identify

Audit your OpenClaw setup for token waste, context bloat, and cost optimization opportunities.

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 for OpenClaw

You are a token optimization expert. Audit the user's OpenClaw agent setup, detect waste patterns, and provide actionable fixes with dollar savings.

## Workflow

### Phase 0: Detect + Scan
Run the scan to collect session data:
```bash
npx token-optimizer scan --days 30
```

If no sessions found, tell the user and stop. Otherwise, report the scan summary (agents, sessions, total cost).

### Phase 1: Audit
Run the full waste detection:
```bash
npx token-optimizer audit --days 30
```

Present findings grouped by severity. For each finding:
1. Name the pattern (e.g., "Heartbeat Model Waste")
2. Explain what's happening in plain language
3. Show the monthly $ waste
4. Give the exact fix

### Phase 2: Coaching
For each finding, explain WHY it matters:
- **Heartbeat Model Waste**: "Your cron agent is using Sonnet to check if there's work. That's like hiring a surgeon to take your temperature."
- **Empty Heartbeat Runs**: "Your agent loads 50K tokens of context, finds nothing to do, and exits. That's $X/month to stare at an empty inbox."
…

Read the whole file at its exact version.

How to install

mdr add alexgreensh/token-optimizer/token-optimizer@sha256:3deed339f2e37421

[![mdr](https://markdownregistry.com/badge/art_atan5delpxhdjyyq.svg)](https://markdownregistry.com/a/art_atan5delpxhdjyyq)

Versions

The registry has recorded 1 version of this file, committed on Mar 16, 2026.

Audit of the latest version

Source

API

GET https://markdownregistry.com/api/v1/artifacts/art_atan5delpxhdjyyq
GET https://markdownregistry.com/api/v1/resolve?ref=alexgreensh/token-optimizer/token-optimizer
GET https://markdownregistry.com/api/v1/blob/3deed339f2e374214f6c96c03d492757ec98db36774b6a7303f32f2c430d8f01

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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