performance-report

performance-report is a skill for Claude Code from theYahia/WWmcp. It costs 19 tokens per session (703 once invoked), scanned A, original, MIT.

A reporting workflow for VK Ads, VK’s online advertising service. It collects campaign statistics and calculates measures such as click rate, cost per click, and cost per thousand views.

In plain words
What is it for?
Use it to report views, clicks, spending, click rate, cost per click, and account balance for a chosen period, then drill down to poorly performing ads.
Why use it?
It turns VK’s raw counters into readable campaign results and helps locate whether a weak result comes from a campaign, ad group, or individual ad.

Skill for Claude Code

Written for Claude Code: argument-hint in frontmatter.

Good fit Use it to report views, clicks, spending, click rate, cost per click, and account balance for a chosen period, then drill down to poorly performing ads.

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Install with agentmods
npx agentmods add skills/theyahia/wwmcp/performance-report
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 theYahia/WWmcp --skill performance-report
Clone the repo
git clone --depth 1 https://github.com/theYahia/WWmcp

Made for: Claude Code.

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 performance-report

README.md
[![agentmods](https://agentmods.dev/badge/skills/theyahia/wwmcp/performance-report/github.svg)](https://agentmods.dev/skills/theyahia/wwmcp/performance-report)
Your own site
<a href="https://agentmods.dev/skills/theyahia/wwmcp/performance-report"><img src="https://agentmods.dev/badge/skills/theyahia/wwmcp/performance-report/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 performance-report

Your own site · 80×15
<a href="https://agentmods.dev/skills/theyahia/wwmcp/performance-report"><img src="https://agentmods.dev/badge/skills/theyahia/wwmcp/performance-report.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 19 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 703 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. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
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 $0.00019 $0.00703
Opus 5 $0.00010 $0.00351
Sonnet 5 $0.00004 $0.00141
Haiku 4.5 $0.00002 $0.00070

Measured 6d ago against content hash e51926bd5d45, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

performance-report 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 6d 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.

servers/vk-ads/.claude/skills/performance-report/SKILL.md · 57 lines

How it starts

The opening of the file, as written. The whole thing — 57 lines — stays where its author put it; the contents beside it link to each section on GitHub.

/performance-report — VK Ads statistics

Algorithm

  1. Call list_campaigns (optionally status: "active") to collect campaign ids.
  2. Call get_statistics with object_type: "campaigns", ids = those ids (1–200), period: "day" for a trend or "summary" for one aggregate row, plus date_from / date_to in YYYY-MM-DD. period: "day" requires both dates and the range must be at most 92 days. metrics selects the counter set (all, base, events, video, …).
  3. Compute the derived metrics yourself — VK returns raw counters, and impressions are called shows: CTR = clicks / shows × 100, CPC = spend / clicks, CPM = spend / shows × 1000. Amounts are already in the cabinet currency — do not divide by 100.
  4. To drill into a weak campaign: list_ad_groups with campaign_ids and get_statistics with object_type: "ad_groups", then list_ads with ad_group_ids and get_statistics with object_type: "banners". That last level is where a bad creative shows up.
  5. Call get_account so the report ends with runway, not just spend.

Response format

## VK Ads — 2026-08-01 … 2026-08-31

| Campaign | Shows | Clicks | CTR | Spend | CPC |
|----------|-------|--------|-----|-------|-----|
| Осенняя распродажа | 1,204,882 | 8,412 | 0.70% | 84,120 ₽ | 10.00 ₽ |
| Ретаргет | 210,004 | 3,880 | 1.85% | 21,340 ₽ | 5.50 ₽ |

**Total spend**: 105,460 ₽
**Balance left**: 84,000 ₽ — about 25 days at the current rate.

### Weak spot
"Осенняя распродажа" banner 991205 — CTR 0.11%, 12,400 ₽ spent, 9 clicks.

Notes

  • object_type accepts campaigns (= ad_plans), ad_groups, banners and users. users gives the account-level roll-up.
  • period is only day or summary — there is no week / month / overall; aggregate daily rows yourself when the user wants weekly buckets.
  • Statistics take at most 200 ids per call. Batch larger accounts.
  • get_account reads /user.json; the balance field needs the OAuth scope read_payments.

Read the full file on GitHub · 57 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. 6d ago First seen · 57 lines · 19 tokens per session scan A e51926bd5d45

Subscribe to this mod's changes

performance-report is a skill published in the GitHub repository theYahia/WWmcp (29 stars, last pushed 5d ago), licensed MIT. It adds 19 tokens to every session and 703 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 2026-09-06.

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