10x

10x is a skill for Claude Code, Codex from superset-sh/superset. It costs 93 tokens per session (943 once invoked), scanned B, original, no licence file.

A personalized audit of Superset features, including automations, parallel agents, tasks, remote hosts, terminal control, custom commands, and MCP connections.

In plain words
What is it for?
Finding ways to expand a Superset workflow and configuring selected features live.
Why use it?
It identifies useful capabilities the user may not be using and can help set them up.

Skill for Claude CodeCodex

Written for Claude Code and Codex: allowed-tools in frontmatter, but also agents/openai.yaml present.

Part of the superset plugin — 13 skills, 1 command shipped together

Good fit Finding ways to expand a Superset workflow and configuring selected features live.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/superset-sh/superset/10x
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 superset-sh/superset --skill 10x
Clone the repo
git clone --depth 1 https://github.com/superset-sh/superset

Made for: Claude Code, Codex.

Or install superset, the plugin that ships this one along with the rest of its 13 skills, 1 command.

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 10x

README.md
[![agentmods](https://agentmods.dev/badge/skills/superset-sh/superset/10x/github.svg)](https://agentmods.dev/skills/superset-sh/superset/10x)
Your own site
<a href="https://agentmods.dev/skills/superset-sh/superset/10x"><img src="https://agentmods.dev/badge/skills/superset-sh/superset/10x/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 10x

Your own site · 80×15
<a href="https://agentmods.dev/skills/superset-sh/superset/10x"><img src="https://agentmods.dev/badge/skills/superset-sh/superset/10x.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 93 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 943 The whole file, excluding the scripts and references it only reads on demand.
Security scan B 3 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 high

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 →

  • high Supply Chain · line 16
    Remote code is downloaded and executed. This bypasses code review and could introduce malicious code.
    Fix: Avoid downloading and executing remote scripts. Use trusted packages from PyPI/npm. If remote fetch is required, verify checksums and use HTTPS.
  • high System Prompt Leakage · line 24
    Skill contains instructions that could directly expose system prompts, internal rules, or hidden instructions to users or external parties.
    Fix: Remove any instructions that reveal, print, or output system prompts or internal rules. System instructions should never be exposed to end users.
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 $0.00093 $0.00943
Opus 5 $0.00046 $0.00472
Sonnet 5 $0.00019 $0.00189
Haiku 4.5 $0.00009 $0.00094

Measured yesterday against content hash cf02e36e2a34, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-10, from the pricing page.

Security

Grade B, and why

10x scanned grade B with 3 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 yesterday.

The scan reads SKILL.md. This mod also ships 1 executable file (scripts/audit.sh), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

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.

Asks the agent to reveal its instructionslowSystem prompt leakage

Directions to print, repeat or translate the system prompt extract configuration the operator did not intend to expose.

For each recommendation in order: a two-sentence pitch, then ask (use the ask_user tool if available) with options **Set it up now** / **Tell me more** / **Skip**. "Set it up now" means actually doing it, creating the re

Downgraded: this mod is about security review, or the phrase is quoted, so it is likely naming the pattern rather than instructing it.

Downloads and executes remote codemediumSupply chain

curl | sh runs whatever the server returns today, which is not necessarily what it returned when this was reviewed.

If the CLI is missing, offer to install it: `curl -fsSL https://superset.sh/cli/install.sh | sh`. If unauthenticated, `superset auth login`. If the audit is impossible, ask the user what their current workflow looks like

Downgraded: this mod is about security review, or the phrase is quoted, so it is likely naming the pattern rather than instructing it.

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

If the CLI is missing, offer to install it: `curl -fsSL https://superset.sh/cli/install.sh | sh`. If unauthenticated, `superset auth login`. If the audit is impossible, ask the user what their current workflow looks like
plugins/superset/skills/10x/SKILL.md · 46 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

Files

What ships with it

2 files 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. yesterday Changed · +1 lines cf02e36e2a34
  2. 11d ago First seen · 45 lines · 93 tokens per session scan B 77ecf163f964

Subscribe to this mod's changes

10x is a skill published in the GitHub repository superset-sh/superset (14,036 stars, last pushed today), with no licence file. It adds 93 tokens to every session and 943 once invoked, about $0.0005 per session on Opus 5. A static security scan graded it B with 3 findings (asks the agent to reveal its instructions, downloads and executes remote code, makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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