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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.
npx agentmarket install skill/wfukatsu-design-data-layer
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
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About
Use cases: design, backend, data
Reviews
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Permissions
What this skill can do and what it asks for, from its SKILL.md and code. Checked Oct 25, 2026.
- Tools
- No tools found
- Secrets
- None asked for
- Install scripts
- None found
Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/design-data-layer
What's inside
- Skill name
design-data-layer- Description
- Generic database design for non-ScalarDB projects. For projects not using ScalarDB. Do NOT use for ScalarDB projects (use /architect:design-scalardb instead).
- License
- MIT
- Instructions
- 53 lines in SKILL.md · view on GitHub
Agent Skills spec issues
- name: missing
Files (1)
- SKILL.md
SKILL.md (first lines)
# Data Layer Design
Shared files: a path written `@rules/…`, `@skills/…`, `@templates/…` or `@docs/…` is relative to the
plugin root, `${CLAUDE_PLUGIN_ROOT}` — not to the project being worked on. Read it from there.
## Desired Outcome
Generic data layer design for projects not using ScalarDB:
- Database selection and configuration (RDB/NoSQL/hybrid)
- Connection pool design
- Migration strategy
- Transaction management patterns
- ORM/data access patterns
- The read model / CQRS / event sourcing decision per aggregate — default *neither*; adopt for a
named reason with the projection lag and rebuild cost stated (the same table
`/architect:design-scalardb` records; `review-data-integrity` reads it as *undecided* when absent)
## Prerequisites
| File | Required/Recommended | Source |
|------|---------------------|--------|
| reports/03_design/target-architecture.md | Required | /architect:design-microservices |
| reports/03_design/aggregates/aggregate-manifest.json | Optional | /architect:design-aggregate — the aggregate as the concurrency scope and the unit one transaction writes, one repository per root |
| reports/03_design/state-machines/state-machine-manifest.json | Optional | /architect:design-state-machine — the state column, its concurrency scope, and whether transition history is recorded (@rules/state-modeling.md §6) |
| reports/04_quality/nfr.md | Optional | /product:define-nfr — read-latency and reporting targets for the Read Model / CQRS / Event Sourcing decision; absent, take them from `requirements-definition.md`'s NFR table, and ask what neither states (@rules/open-questions.md) |
## Output
| File | Content |
|------|---------|
| `reports/03_design/data-layer-design.md` | DB design, transaction management, migration, the Read Model / CQRS / Event Sourcing decision per aggregate |
Output language and frontmatter: @rules/output-conventions.md.
## Architecture Decision Records
The decisions this skill makes that a later phase depends on — the storage engine and consistency mechanism, and the CQRS / Event Sourcing adoption verdicts — are each recorded as
`reports/03_design/adr/adr-NNN-<slug>.md` under @rules/architecture-decision-records.md: allocate
`ADR-` as `max + 1` over `work/traceability.json` and the directory (`redesign` registers the
prefix; this skill appends), cite what drove the decision in `upstream` — typically `AGG-` / `STM-` / `NFR-` nodes, or `reports/` paths on the legacy path, per the rule's §2 (never
empty), list the alternatives rejected, append one `{ "type": "decision" }` node per record to
the graph, regenerate `index.md`, and run
`python3 "${CLAUDE_PLUGIN_ROOT}/tools/lib/adr_records.py" <project_dir>` before completing. A
record you disagree with is superseded by a new one, never edited.
## Related Skills
| Skill | Relationship |
|-------|-------------|
| /architect:design-microservices | Input source |
| /architect:review-data-integrity | Review target |From wfukatsu/nexus-architect, MIT.
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- 0.632score
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Signals
- Stars
- 13
- Forks
- 1
- Open issues
- 0
- Last commit (this folder)
- Oct 8, 2026 (23 days ago)
- Last release
- Oct 9, 2026 (22 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
More from wfukatsu
- 0.632score
docs
wfukatsu
Search ScalarDB / ScalarDL documentation for specific topics.
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
wfukatsu
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
build-app
wfukatsu
Build a complete ScalarDB application from a domain description.
SkillAFreshness: A★ 13Claude Code +9 - 0.629score
analyze-ui
wfukatsu
Analyze the user interface of an existing system: screens with their inputs, outputs, actions and access; UI components; features and user tasks; business…
SkillAFreshness: A★ 13Claude Code +9
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Cite this page
design-data-layer skill. Agent Mart. https://agentmart.dev/skills/wfukatsu-design-data-layer (last updated 2026-10-24)