analyze

analyze is a skill for Claude Code, Codex from OpenAnalystInc/10x-analyst-loop. It costs 54 tokens per session (2,595 once invoked), scanned B, original, no licence file.

A complete workflow for turning a data project into cleaned data, analysis, charts, a written report, and a dashboard.

In plain words
What is it for?
Analyzing datasets, finding insights, visualizing results, writing reports, and preparing dashboards.
Why use it?
It brings the main steps of data analysis together, reducing the need to plan and run each step separately.

Skill for Claude CodeCodex

Part of the 10x-analyst-loop plugin — 18 skills, 5 agents shipped together

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.

agentmods
npx agentmods add skills/openanalystinc/10x-analyst-loop/analyze
Any agent
npx skills add OpenAnalystInc/10x-analyst-loop --skill analyze
Clone the repo
git clone --depth 1 https://github.com/OpenAnalystInc/10x-analyst-loop

Made for: Claude Code, Codex.

Or install 10x-analyst-loop, the plugin that ships this one along with the rest of its 18 skills, 5 agents.

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 analyze

README.md
[![agentmods](https://agentmods.dev/badge/skills/openanalystinc/10x-analyst-loop/analyze.svg)](https://agentmods.dev/skills/openanalystinc/10x-analyst-loop/analyze)
Your own site
<a href="https://agentmods.dev/skills/openanalystinc/10x-analyst-loop/analyze"><img src="https://agentmods.dev/badge/skills/openanalystinc/10x-analyst-loop/analyze.svg" alt="Measured on agentmods" height="20"></a>
Per session 54 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,595 The whole file, excluding the scripts and references it only reads on demand.
Security scan B 1 finding. Scan, not verified.
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 $0.00054 $0.02595
Opus 5 $0.00027 $0.01298
Sonnet 5 $0.00011 $0.00519
Haiku 4.5 $0.00005 $0.00260

Measured 3d ago against content hash 256f7b66eba1, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade B, and why

analyze scanned grade B with 1 finding 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 3d 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.

Reads MCP configurationmediumAgent snooping

mcp.json carries server URLs and auth tokens; reading it lets a mod discover and abuse other integrations.

1. Read the MCP config
skills/analyze/SKILL.md · 259 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. 3d ago First seen · 259 lines · 54 tokens per session scan B 256f7b66eba1

Subscribe to this mod's changes

analyze is a skill published in the GitHub repository OpenAnalystInc/10x-analyst-loop (4 stars, last pushed 5mo ago), with no licence file. It adds 54 tokens to every session and 2,595 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it B with 1 finding (reads mcp configuration). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

Related

Other skills, from other repositories