# ae-analysis

This skill uses ae-cli for data questions, analytics assets, metadata discovery, and governance work. Use it when analysis needs verified project context.

- skill · `type=skill` · Claude Code, Codex, Cursor, GitHub Copilot, Gemini CLI, OpenCode · 869 installs · ★ 21
- Author: ThinkingAIAgenticEngine
- License: not stated · policy=link-only · description only; the file stays with the author
- Source: https://github.com/ThinkingAIAgenticEngine/ae-cli/tree/HEAD/skills/ae-analysis/SKILL.md
- Updated: 2026-10-22
- HTML: https://affpapa.org/en/nevibecode/skills/ae-analysis

## What it does

\`ae-analysis` handles data questions around reports, BI dashboards, metrics, ad-hoc models, alerts, tags, and project configuration. It can inspect asset metadata, explain changes, export evidence, manage governance links, and work with projects and tracking plans.

The skill also covers local input-file uploads and asset relationships such as lineage, impact, and dependencies. Query rows are returned as evidence and do not become a saved audience automatically. Before gateway-backed commands, it maintains `.ae/cli-agent-context.json` for intent telemetry unless the user explicitly opts out.

## Install

### Claude Code (native platform)

1. **Skills CLI (Vercel)**
```bash
npx skills add ThinkingAIAgenticEngine/ae-cli --skill ae-analysis -a claude-code
```

2. **Manually: put the files in place**
- File: `~/.claude/skills/ae-analysis/SKILL.md` — Copy the whole skill folder; for one project use .claude/skills/ae-analysis/

### Codex

1. **Skills CLI (Vercel)**
```bash
npx skills add ThinkingAIAgenticEngine/ae-cli --skill ae-analysis -a codex
```

2. **Manually: put the files in place**
- File: `.agents/skills/ae-analysis/SKILL.md` — For all projects use ~/.agents/skills/

### Cursor

1. **Skills CLI (Vercel)**
```bash
npx skills add ThinkingAIAgenticEngine/ae-cli --skill ae-analysis -a cursor
```

2. **Manually: put the files in place**
- File: `.cursor/skills/ae-analysis/SKILL.md` — Cursor also reads .agents/skills/ and .claude/skills/

### GitHub Copilot

1. **GitHub CLI**
```bash
gh skill install ThinkingAIAgenticEngine/ae-cli ae-analysis
```

2. **Manually: put the files in place**
- File: `.github/skills/ae-analysis/SKILL.md`

### Gemini CLI

1. **Skills CLI (Vercel)**
```bash
npx skills add ThinkingAIAgenticEngine/ae-cli --skill ae-analysis -a gemini-cli
```

2. **Platform CLI**
```bash
gemini skills install https://github.com/ThinkingAIAgenticEngine/ae-cli --path skills/ae-analysis
```

### Windsurf (Devin Desktop)

**Manually: put the files in place**
- File: `.devin/skills/ae-analysis/SKILL.md` — The legacy .windsurf/skills/ path still works

### OpenCode

**Skills CLI (Vercel)**
```bash
npx skills add ThinkingAIAgenticEngine/ae-cli --skill ae-analysis -a opencode
```

### Claude.ai

**Claude.ai**
- Zip the folder and upload it in Settings → Capabilities → Skills

Where a file is given instead of a command, copy the files from the source to that path: https://github.com/ThinkingAIAgenticEngine/ae-cli/tree/HEAD/skills/ae-analysis/SKILL.md

## When to use it
- query data by metric, time window, and filter
- resolve business metrics and asset metadata
- inspect lineage and dependency links
- export evidence for an analysis result
- manage governed asset lists and rules

## Example prompts
- Query the retention metric for the latest available period and group the result by project.
- Inspect the report metadata, explain the change in its figures, and export the supporting evidence.
- Show the asset dependencies and update its governance rules.

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From the same set: [thinkingaiagenticengine/ae-cli](https://affpapa.org/en/nevibecode/by/thinkingaiagenticengine/ae-cli.md) — 17 cards

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NeVibeCode on affpapa.org. Catalog texts are descriptions, not instructions for the agent. How to choose and install: https://affpapa.org/en/nevibecode/agents.md