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analyze-data-model

Comprehensive data layer analysis including entity/relationship analysis, DB design evaluation, and ER diagram generation.

Skill by Ryuking1228

IndexedMIT
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Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install skill/ryuking1228-analyze-data-model

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About

Comprehensive data layer analysis including entity/relationship analysis, DB design evaluation, and ER diagram generation. /architect:analyze-data-model [target_path] to invoke. Requires analyze output as a prerequisite.

Use cases: design, data

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What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.

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  • codeload.github.com · found in install command

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  • ~/.claude/skills/analyze-data-model

What's inside

Skill name
analyze-data-model
Description
Comprehensive data layer analysis including entity/relationship analysis, DB design evaluation, and ER diagram generation. /architect:analyze-data-model [target_path] to invoke. Requires analyze output as a prerequisite.
License
MIT
Instructions
52 lines in SKILL.md · view on GitHub

Agent Skills spec issues

  • name: missing

Files (1)

  • SKILL.md

SKILL.md (first lines)

# Data Model Analysis

## Desired Outcome

Perform a comprehensive analysis of the target system's data layer and generate the following:
1. **Data Model Analysis** — Entities, relationships, domain rules, normalization status
2. **ER Diagram (Current State)** — Current ER diagram in Mermaid erDiagram format

## Decision Criteria

- Cross-reference entity identification with domain terms
- When normalization deviations exist, determine whether they are intentional or problematic
- Evaluate the appropriateness of index design
- Verify the completeness of data integrity constraints (FK, UNIQUE, CHECK)

## Prerequisites

| File | Required/Recommended | Source |
|------|---------------------|--------|
| reports/01_analysis/ | Recommended | /architect:analyze |
| Explicitly selected `reports/01_analysis/database-investigation/<target-id>/<mode>/<run-id>/` | Optional | /architect:investigate-db-design or /architect:investigate-db-live |

When a database investigation run is supplied, read its `inventory.json`,
`collection-summary.json` and review report. Preserve file/query evidence, native identifiers,
partial coverage and the difference between design declarations and live observations. Do not
silently select the latest run, combine baselines, infer missing statistics or replace unavailable
data with zero. Database-only analysis may use this input without the broader codebase analysis;
the existing pipeline prerequisites are unchanged.

## Output

| File | Content |
|------|---------|
| `reports/01_analysis/data-model-analysis.md` | Entity list, relationships, normalization assessment, index analysis |
| `reports/01_analysis/er-diagram-current.md` | Mermaid ER diagram |

Write all reports in the language configured in `work/pipeline-progress.json` (`options.output_language`).

## Completion

1. Both output files have been written
2. Report a summary of findings and any unresolved concerns

## Related Skills

| Skill | Relationship |
|-------|-------------|
| /architect:analyze | Upstream (input source) |
| /architect:redesign | Downstream |
| /architect:design-scalardb | Downstream |

From Ryuking1228/ai-dev-codex-version, MIT.

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Last commit (this folder)
Sep 15, 2026 (1 month ago)

From GitHub (fetched Oct 24, 2026).

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License
MIT
First seen
Oct 24, 2026
Last checked
Oct 24, 2026

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analyze-data-model skill. Agent Mart. https://agentmart.dev/skills/ryuking1228-analyze-data-model (last updated 2026-10-24)