Install
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npx agentmarket install skill/wfukatsu-design-data-layer
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About
Use cases: design, backend, data
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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/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 |
Write all reports in the language configured in `work/pipeline-progress.json` (`options.output_language`).
## 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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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
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
Cite this page
design-data-layer skill. Agent Mart. https://agentmart.dev/skills/wfukatsu-design-data-layer (last updated 2026-10-24)