usage-demo-curator

usage-demo-curator is a skill for Claude Code, Codex from kyler-ross/metis. It costs 20 tokens per session (1,412 once invoked), scanned A, original, no licence file.

A tool for finding, selecting, and exporting strong AI conversations for product-management demos and training. AI conversations are exchanges between a person and an artificial-intelligence system.

In plain words
What is it for?
Use it to curate conversation examples and export them for demonstrations or training materials.
Why use it?
It reduces the work of searching through conversations and preparing suitable examples.

Skill for Claude CodeCodex

Which agent this was written for is unclear — body not stored (licence); the path alone says nothing.

Good fit Use it to curate conversation examples and export them for demonstrations or training materials.

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Install with agentmods
npx agentmods add skills/kyler-ross/metis/usage-demo-curator
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 kyler-ross/metis --skill usage-demo-curator
Clone the repo
git clone --depth 1 https://github.com/kyler-ross/metis

Made for: Claude Code, Codex.

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 usage-demo-curator

README.md
[![agentmods](https://agentmods.dev/badge/skills/kyler-ross/metis/usage-demo-curator/github.svg)](https://agentmods.dev/skills/kyler-ross/metis/usage-demo-curator)
Your own site
<a href="https://agentmods.dev/skills/kyler-ross/metis/usage-demo-curator"><img src="https://agentmods.dev/badge/skills/kyler-ross/metis/usage-demo-curator/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 usage-demo-curator

Your own site · 80×15
<a href="https://agentmods.dev/skills/kyler-ross/metis/usage-demo-curator"><img src="https://agentmods.dev/badge/skills/kyler-ross/metis/usage-demo-curator.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 20 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,412 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.
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 $0.00020 $0.01412
Opus 5 $0.00010 $0.00706
Sonnet 5 $0.00004 $0.00282
Haiku 4.5 $0.00002 $0.00141

Measured 7d ago against content hash 57067db9e85d, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

usage-demo-curator 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 7d 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/specialized/usage-demo-curator/SKILL.md · 184 lines

The source is not reproduced here

No licence file

A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.

Read it on GitHub

Files

What ships with it

1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

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. 7d ago First seen · 184 lines · 20 tokens per session scan A 57067db9e85d

Subscribe to this mod's changes

usage-demo-curator is a skill published in the GitHub repository kyler-ross/metis (4 stars, last pushed 6mo ago), with no licence file. It adds 20 tokens to every session and 1,412 once invoked, about $0.0001 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 2026-09-03.

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