Metric Attribution

Q: What is a Claude Code skill and how does the Metric Attribution 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. Metric Attribution is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the General category. Learn more at https://claudskills.com/learn/what-is-skill-md/.

Category: General · Sub-category: general-misc · Last updated: 2026-06-10

对指标波动进行综合归因诊断，定位导致指标变化的关键因子、维度和外部事件。当用户需要分析指标波动原因、定位指标变化的根因、做因子拆解归因（如 GMV = UV × 转化率 × 客单价）、或理解指标为什么涨跌时，必须使用此 Skill。触发场景包括但不限于：用户提到"归因""归因分析""波动分析""波动归因""根因分析""根因""下钻分析""下钻归因""为什么涨了""为什么跌了""为什么下降""为什么增长""什么原因""哪个维度导致""贡献度分析""贡献度""因子拆解""因子分解""驱动因素""影响因素""变化原因""差异分析"，或用户对某个指标的变化表达了疑问、希望了解变化背后的原因时，都应使用此 Skill。即使用户没有直接说"归因"二字，只要其意图是理解指标变化的原因或定位问题维度，也应触发此 Skill。 **重要：本 Skill 通过组合调用 Gateway API 获取指标数据，在本地进行归因计算，结合外部事件检索，最终输出综合归因诊断报告。构建查询前，必须先通过 Gateway API 检索相关指标和维度信息，禁止凭记忆猜测指标名或维度名。**

Security AStatic scan found no risk patternsHow grading works ›

From the source SKILL.md

归因分析的核心目标是回答"指标为什么变了"。这不是单一步骤能完成的任务——它是一个诊断流程，需要综合运用多种分析手段，最终汇聚为一个完整的归因结论。

┌───────────────────────────────────────────────────────────────┐
│                     归因诊断全流程                              │
│                                                               │
│  Step 1  确认波动事实 → 变了多少？跟什么比？                     │
│     ↓                                                         │
│  Step 2  因子拆解 → 哪个业务环节出了问题？（定性）               │
…

What this skill does

Metric Attribution is a community-contributed Claude Code skill in the general-misc sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/metric-attribution/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Metric Attribution Claude Code skill is built for Claude Code users and developers across all disciplines looking for general-purpose AI assistance. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 196,000+ 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/metric-attribution
curl -L https://claudskills.com/skills/metric-attribution/SKILL.md \
  -o ~/.claude/skills/metric-attribution/SKILL.md

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

Skills live at ~/.claude/skills/metric-attribution/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\metric-attribution\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 Metric Attribution Claude Code skill?

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

What does the Metric Attribution 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 Metric Attribution skill?

Use Metric Attribution when your Claude Code task falls under the General category — specifically in the general misc 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 Metric Attribution" or describe the task and let Claude pick). Browse related skills at /category/general/.

What is a Claude Code skill and how does the Metric Attribution 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. Metric Attribution is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the General category. Learn more at /learn/what-is-a-claude-skill/.

Attribution & license

Source: https://github.com/ndesv21/openclaw-master-skills/blob/HEAD/skills/metric-attribution/SKILL.md
License: MIT
Author: Aloudata
Website: https://myclaw.ai

Cite this skill

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

APA

Aloudata. (2026). Metric Attribution [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/metric-attribution/

BibTeX

@misc{metric-attribution-2026,
  author    = {Aloudata},
  title     = {Metric Attribution [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/metric-attribution/}
}

Embed this skill

Promote, attribute, or link this skill from your own README, blog post, or documentation. All three snippets are free to use — no sign-up, no API key. More distribution surfaces →

Badge

[![ClaudSkills](https://claudskills.com/badge/metric-attribution.svg)](https://claudskills.com/skills/metric-attribution/?utm_source=badge&utm_medium=readme&utm_campaign=skill_badge)

Security scan

Grade A · scanned 2026-09-28 — free static scan against the OWASP Agentic Skills Top 10.

No risk patterns were found in any of the ten OWASP-aligned categories. How grading works ›

✓ Prompt injection
✓ Data exfiltration
✓ Supply chain
✓ Reverse shell
✓ Credentials
✓ Execution
✓ Filesystem
✓ Persistence
✓ Obfuscation
✓ Network

Show this grade on your repo (click to copy):

[![Security: A](https://img.shields.io/badge/Security-A-2e7d32)](https://claudskills.com/skills/metric-attribution/#security)

More General skills

Browse all General skills in the ClaudSkills registry, or explore these other picks from the same category:

Browse all General skills → Top 100 skills

Part of ClaudSkills — the open registry for Claude Skills & Claude Code Skills. · What's New · Install guide · About · llms.txt

Part of Acreator Store — Adam Lankamer's AI tools: PerfectStudio · Ucaption · UTagger · AutoXPoster · TestYourSkills · AutomationFlows · Au Naturel · Telegram @acreatorstore