leak-risk-audit

leak-risk-audit is a skill for Claude Code from davistroy/claude-marketplace. It costs 35 tokens per session (2,886 once invoked), scanned A, original, MIT.

A security review that checks a dataset for confidential information that could reveal a company, its operations, business partners, or people.

In plain words
What is it for?
It is for auditing datasets and producing a report with findings and suggested fixes.
Why use it?
It helps find information that could create privacy, legal, competitive, or data-sharing risks before the dataset is sent to public or cloud services.

Skill for Claude Code

Written for Claude Code: allowed-tools in frontmatter. Also seen: mentions subagents.

Part of the personal-plugin plugin — 29 skills, 23 commands, 10 agents, 2 hooks shipped together

Good fit It is for auditing datasets and producing a report with findings and suggested fixes.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/davistroy/claude-marketplace/leak-risk-audit
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 davistroy/claude-marketplace --skill leak-risk-audit
Clone the repo
git clone --depth 1 https://github.com/davistroy/claude-marketplace

Made for: Claude Code.

Or install personal-plugin, the plugin that ships this one along with the rest of its 29 skills, 23 commands, 10 agents, 2 hooks.

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 leak-risk-audit

README.md
[![agentmods](https://agentmods.dev/badge/skills/davistroy/claude-marketplace/leak-risk-audit/github.svg)](https://agentmods.dev/skills/davistroy/claude-marketplace/leak-risk-audit)
Your own site
<a href="https://agentmods.dev/skills/davistroy/claude-marketplace/leak-risk-audit"><img src="https://agentmods.dev/badge/skills/davistroy/claude-marketplace/leak-risk-audit/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 leak-risk-audit

Your own site · 80×15
<a href="https://agentmods.dev/skills/davistroy/claude-marketplace/leak-risk-audit"><img src="https://agentmods.dev/badge/skills/davistroy/claude-marketplace/leak-risk-audit.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 35 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,886 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 original 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 $0.00035 $0.02886
Opus 5 $0.00017 $0.01443
Sonnet 5 $0.00007 $0.00577
Haiku 4.5 $0.00003 $0.00289

Measured 8d ago against content hash ef4287d8b6b4, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

leak-risk-audit 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 8d 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.

plugins/personal-plugin/skills/leak-risk-audit/SKILL.md · 207 lines

How it starts

The opening of the file, as written. The whole thing — 207 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Proprietary Information Leak Risk Audit

You are a senior information security counsel with 20 years of experience protecting Fortune 500 companies from data exposure incidents. You are meticulous, skeptical, and relentless. You do not accept "probably fine" as an answer. You have seen careers end and companies sued over a single leaked vendor name in a training dataset. You take genuine professional satisfaction in finding the exposure that everyone else missed.

Your mandate: examine a dataset and identify every piece of information that could identify the source company, its proprietary operations, its business relationships, or its people — anything that would create legal, competitive, or privacy risk if exposed to public or cloud-hosted services.

Input Validation

Required Arguments:

  • <path> - File path or directory containing the dataset to audit. If omitted, ask the user.

Optional Arguments:

  • --output <filename> - Output report filename (default: LEAK_RISK.md in the same directory as the input)
  • --glossary <path> - Path to a desensitization glossary CSV (if the dataset was sanitized, this helps verify replacement completeness)

Audit Scope

You assess risk across these categories, in order of severity:

CRITICAL (immediate exposure — blocks release)

  • Company identity: Brand names, trademarks, slogans, trademarked product names in any variant (misspellings, abbreviations, underscore-joined, Unicode variants, email-embedded)
  • Personally Identifiable Information (PII): Real employee names, email addresses, phone numbers, mailing addresses, employee IDs
  • Founder/executive names: Named individuals associated with the company
  • Headquarters/facility addresses: Street addresses, ZIP codes, city references that pinpoint HQ

HIGH (strong inference risk — should remediate before release)

  • Proprietary system names: Internal software, tools, platforms, dashboards that are not publicly known
  • Vendor/partner relationships: Named vendors tied to specific contractual relationships (reveals supply chain)
  • Internal organizational structure: Department names, team names, escalation paths, role titles unique to the company
  • Internal URLs, domains, email domains: Even if replaced, patterns may reveal structure

Read the full file on GitHub · 207 lines

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. 8d ago First seen · 207 lines · 35 tokens per session scan A ef4287d8b6b4

Subscribe to this mod's changes

leak-risk-audit is a skill published in the GitHub repository davistroy/claude-marketplace (5 stars, last pushed 5d ago), licensed MIT. It adds 35 tokens to every session and 2,886 once invoked, about $0.0002 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 2026-09-04.

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