direct-audit

direct-audit is a skill for Claude Code from askads/mcp-yandex-direct. It costs 0 tokens per session (324 once invoked), scanned A, original, MIT.

An audit workflow for Yandex Direct, an online advertising service. It lists campaigns and retrieves their performance reports while tracking API quotas and report limits.

In plain words
What is it for?
Use it to inspect all campaign types, review advertising statistics, check remaining quota, and safely interpret results and per-item errors.
Why use it?
It helps avoid missing campaigns, checking the wrong advertiser account, or exhausting daily request limits. It also highlights that account changes can spend real money and that deletions cannot be undone.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the mcp-yandex-direct plugin — 1 skill shipped together

Good fit Use it to inspect all campaign types, review advertising statistics, check remaining quota, and safely interpret results and per-item errors.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/askads/mcp-yandex-direct/direct-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 askads/mcp-yandex-direct --skill direct-audit
Clone the repo
git clone --depth 1 https://github.com/askads/mcp-yandex-direct

Made for: Claude Code.

Or install mcp-yandex-direct, the plugin that ships this one along with the rest of its 1 skill.

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 direct-audit

README.md
[![agentmods](https://agentmods.dev/badge/skills/askads/mcp-yandex-direct/direct-audit/github.svg)](https://agentmods.dev/skills/askads/mcp-yandex-direct/direct-audit)
Your own site
<a href="https://agentmods.dev/skills/askads/mcp-yandex-direct/direct-audit"><img src="https://agentmods.dev/badge/skills/askads/mcp-yandex-direct/direct-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 direct-audit

Your own site · 80×15
<a href="https://agentmods.dev/skills/askads/mcp-yandex-direct/direct-audit"><img src="https://agentmods.dev/badge/skills/askads/mcp-yandex-direct/direct-audit.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 0 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 324 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 $0.00000 $0.00324
Opus 5.5 $0.00000 $0.00130
Sonnet 5.5 $0.00000 $0.00065
Haiku 4.5 $0.00000 $0.00032

Measured 13d ago against content hash 87a18440773a, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

direct-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 13d 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.

plugin/skills/direct-audit/SKILL.md · 38 lines

What it actually says

Yandex Direct MCP

What this server covers

Yandex Direct is one advertiser's ad account: search and networks. It is not Yandex Metrica — there is no web analytics here. New campaigns and ads can only be created as text ones, but objects of any type can be listed, renamed, re-budgeted, paused, archived and deleted by id.

Check whose account you are in

An agency token operates on the agency's own account until a client login is set. Check that before trusting an empty campaign list — an empty result usually means the wrong account, not an empty account.

Filtering campaigns

A type filter that omits UNIFIED_CAMPAIGN hides current performance campaigns. When listing campaigns to answer "what is running", do not filter by type at all.

Quota and statistics

Every call spends the daily Units quota; get_quota shows what is left. Statistics run as an asynchronous task in the Reports service, which has its own daily limits. Request one wide period rather than looping over days or campaigns.

Writes spend real money

Unless sandbox mode is on, writes spend real money and deletion is irreversible. A partially failed batch still returns HTTP 200 — read the per-object errors and retry only the objects that failed, never the whole batch.

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. 13d ago First seen · 38 lines · 0 tokens per session scan A 87a18440773a

Subscribe to this mod's changes

direct-audit is a skill published in the GitHub repository askads/mcp-yandex-direct (3 stars, last pushed 2d ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 324 tokens. 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 2026-10-04.

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