token-optimizer: Find the ghost tokens. Fix them. Survive compaction. Avoid context quality decay

by alexgreensh · Claude Skill · ★ 2.9k

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

How to install token-optimizer

/plugin marketplace add alexgreensh/token-optimizer
/plugin install token-optimizer@alexgreensh-token-optimizer

Taken from the project's README on GitHub. Check the security audit before running it.

Security audit verdict: CAUTION · quality 63/100

Flagged: reads agent memory. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →

The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.

claude-codeclaude-code-modclaude-plugincodexcontext-engineeringcontext-windowcost-managementcost-optimizationcost-trackinghermes-plugin

Quick Facts

Stars2,916
Forks228
LanguagePython
CategoryClaude Skill
Quality Score63/100
Open Issues1
Last Updated2026-11-07
Created2026-02-26
Platformsclaude-code, codex, python
Est. Tokens~20k

About token-optimizer

Audit your setup. Protect your sessions. Measure what matters.Find the ghost tokens. Score your context quality. Survive compaction. NEW in v2.0: Active Session Intelligence v1.x found the ghost tokens. v2.0 p

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How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

View on GitHub → Browse Claude Skill tools