aris-meta-optimize

aris-meta-optimize is a skill for Claude Code from OpenLAIR/dr-claw. It costs 82 tokens per session (2,574 once invoked), scanned A, original, no licence file.

A tool for analyzing usage logs and suggesting changes to the instructions, review prompts, and default workflows used by ARIS.

In plain words
What is it for?
Use it to review usage history and propose updates to skill instructions, reviewer prompts, and workflow defaults.
Why use it?
It helps identify ways to improve how ARIS’s own skills and workflows operate, based on recorded usage.

Skill for Claude Code

Written for Claude Code: allowed-tools in frontmatter.

Good fit Use it to review usage history and propose updates to skill instructions, reviewer prompts, and workflow defaults.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/openlair/dr-claw/aris-meta-optimize
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add OpenLAIR/dr-claw --skill aris-meta-optimize
Clone the repo
git clone --depth 1 https://github.com/OpenLAIR/dr-claw

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for aris-meta-optimize

README.md
[![agentmods](https://agentmods.dev/badge/skills/openlair/dr-claw/aris-meta-optimize/github.svg)](https://agentmods.dev/skills/openlair/dr-claw/aris-meta-optimize)
Your own site
<a href="https://agentmods.dev/skills/openlair/dr-claw/aris-meta-optimize"><img src="https://agentmods.dev/badge/skills/openlair/dr-claw/aris-meta-optimize/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for aris-meta-optimize

Your own site · 80×15
<a href="https://agentmods.dev/skills/openlair/dr-claw/aris-meta-optimize"><img src="https://agentmods.dev/badge/skills/openlair/dr-claw/aris-meta-optimize.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 82 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,574 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector warn 7 Sept 2026
SkillSpector: 2 findings, up to medium

These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →

  • medium Agent Snooping · line 112
    Skill enumerates or reads other installed skills. Access to other skills' SKILL.md files or the skills directory reveals prompt instructions, capabilities, and secrets that should be invisible to peer skills.
    Fix: Remove all code or instructions that list or read other skills' files or directories. Skills should operate independently; cross-skill access is a privilege escalation.
  • medium Agent Snooping · line 113
    Skill enumerates or reads other installed skills. Access to other skills' SKILL.md files or the skills directory reveals prompt instructions, capabilities, and secrets that should be invisible to peer skills.
    Fix: Remove all code or instructions that list or read other skills' files or directories. Skills should operate independently; cross-skill access is a privilege escalation.
How audits are shown
Origin unknown No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00082 $0.02574
Opus 5 $0.00041 $0.01287
Sonnet 5 $0.00016 $0.00515
Haiku 4.5 $0.00008 $0.00257

Measured 9d ago against content hash 41b7d22e9a6f, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-09, from the pricing page.

Security

Grade A, and why

aris-meta-optimize scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 9d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/aris-meta-optimize/SKILL.md · 247 lines

The source is not reproduced here

A licence we could not identify

The repository carries a LICENSE file, but it is custom or dual enough that GitHub cannot name it and neither can this catalogue. Unknown terms are not permission, so the body is not copied here. Read the licence at the source and decide for yourself.

Read it on GitHub

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 9d ago First seen · 247 lines · 82 tokens per session scan A 41b7d22e9a6f

Subscribe to this mod's changes

aris-meta-optimize is a skill published in the GitHub repository OpenLAIR/dr-claw (1,072 stars, last pushed yesterday), with no licence file. It adds 82 tokens to every session and 2,574 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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