Metrics Anomaly Investigator

Q: What is a Claude Code skill and how does the Metrics Anomaly Investigator skill fit in?

A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Metrics Anomaly Investigator is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Content category. Learn more at https://claudskills.com/learn/what-is-skill-md/.

Category: Content · Sub-category: storytelling · Last updated: 2026-06-02

Investigate metric anomalies — build a ranked hypothesis framework and stakeholder narrative from a plain-language description. Use when a dashboard number drops or spikes unexpectedly. Triggers: 'investigate metric anomaly', 'my metric dropped', 'расследуй аномалию метрики', 'у меня упала метрика'.

From the source SKILL.md

This skill takes a plain-language description of a metric anomaly (metric name, time period, delta, and any available context) and produces a structured investigation framework with ranked hypotheses and a ready-to-send stakeholder narrative. No database access or code required — designed for product managers working in Cowork.

What this skill does

Metrics Anomaly Investigator is a community-contributed Claude Code skill in the storytelling sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/metrics-anomaly-investigator/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when a dashboard number drops or spikes unexpectedly. Triggers: 'investigate metric anomaly', 'my metric dropped', 'расследуй аномалию метрики', 'у меня упала метрика'.

Who uses this skill

The Metrics Anomaly Investigator Claude Code skill is built for content creators, marketers, copywriters, SEO professionals, and editorial teams. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 116,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/metrics-anomaly-investigator
curl -L https://claudskills.com/skills/metrics-anomaly-investigator/SKILL.md \
  -o ~/.claude/skills/metrics-anomaly-investigator/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/metrics-anomaly-investigator/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/metrics-anomaly-investigator/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\metrics-anomaly-investigator\SKILL.md on Windows. See the full install guide for step-by-step instructions.

📱 Install from your phone or desktop Telegram

Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

See pricing → Download desktop app

Frequently asked questions

How do I install the Metrics Anomaly Investigator Claude Code skill?

Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/metrics-anomaly-investigator/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.

What does the Metrics Anomaly Investigator skill do?

Is this skill free to install?

Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.

When should I use the Metrics Anomaly Investigator skill?

Use Metrics Anomaly Investigator when your Claude Code task falls under the Content category — specifically in the storytelling area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use Metrics Anomaly Investigator" or describe the task and let Claude pick). Browse related skills at /category/content/.

What is a Claude Code skill and how does the Metrics Anomaly Investigator skill fit in?

A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Metrics Anomaly Investigator is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Content category. Learn more at /learn/what-is-a-claude-skill/.

Attribution & license

Source: https://github.com/KirKruglov/claude-skills-kit/blob/HEAD/skills/metrics-anomaly-investigator/SKILL.md
License: MIT
Author: KirKruglov
Website: https://skills-kit.top/en/

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA

KirKruglov. (2026). Metrics Anomaly Investigator [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/metrics-anomaly-investigator/

BibTeX

@misc{metrics-anomaly-investigator-2026,
  author    = {KirKruglov},
  title     = {Metrics Anomaly Investigator [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/metrics-anomaly-investigator/}
}

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