analyze-data-model
Comprehensive data layer analysis including entity/relationship analysis, DB design evaluation, and ER diagram generation.
Skill by wfukatsu
Install
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.
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About
Use cases: design, data
Reviews
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What this skill can do and what it asks for, from its SKILL.md and code. Checked Oct 25, 2026.
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Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.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. Requires analyze output as a prerequisite.
- License
- MIT
- Instructions
- 54 lines in SKILL.md · view on GitHub
Agent Skills spec issues
- name: missing
Files (1)
- SKILL.md
SKILL.md (first lines)
# Data Model Analysis **Usage:** `/architect:analyze-data-model [target_path]` ## 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 wfukatsu/nexus-architect, MIT.
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Signals
- Stars
- 13
- Forks
- 1
- Open issues
- 0
- Last commit (this folder)
- Oct 8, 2026 (20 days ago)
- Last release
- Oct 9, 2026 (19 days ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- MIT
- Repository
- github.com/wfukatsu/nexus-architect
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
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- 0.632score
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SkillAFreshness: A★ 13Claude Code +9 - 0.632score
crud-ops
wfukatsu
Show ScalarDB CRUD operation patterns — builder syntax for Get, Scan, Insert, Upsert, Update, Delete with examples.
SkillAFreshness: A★ 13Claude Code +9 - 0.632score
config
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Generate ScalarDB configuration files (database.properties, build.gradle dependencies) based on your choices.
SkillAFreshness: A★ 13Claude Code +9 - 0.629score
analyze
wfukatsu
Extract ubiquitous language, actor-role-permission matrix, and domain-code mapping.
SkillAFreshness: A★ 13Claude Code +9 - 0.629score
capture-followup
wfukatsu
Capture follow-up work discovered during backlog delivery — deferred tasks, out-of-scope findings, doc drift, waived acceptance criteria — into a reviewable…
SkillAFreshness: A★ 13Claude Code +9 - 0.629score
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Build a complete ScalarDB application from a domain description.
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Cite this page
analyze-data-model skill. Agent Mart. https://agentmart.dev/skills/wfukatsu-analyze-data-model (last updated 2026-10-24)