analyze
Extract ubiquitous language, actor-role-permission matrix, and domain-code mapping.
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.
npx agentmarket install skill/wfukatsu-analyze
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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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Files it touches
~/.claude/skills/analyze
What's inside
- Skill name
analyze- Description
- Extract ubiquitous language, actor-role-permission matrix, and domain-code mapping. Requires investigate output as a prerequisite.
- License
- MIT
- Instructions
- 77 lines in SKILL.md · view on GitHub
Agent Skills spec issues
- name: missing
Files (1)
- SKILL.md
SKILL.md (first lines)
# System Analysis
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.
**Usage:** `/architect:analyze [target_path]`
## Desired Outcome
Structure the domain knowledge of the target system and generate the following four analysis documents:
1. **System Overview** — Business context, key features, system boundaries
2. **Ubiquitous Language** — Domain term dictionary (term, definition, code correspondence, usage context)
3. **Actors, Roles, and Permissions** — User types, role definitions, permission matrix
4. **Domain-Code Mapping** — Correspondence between domain concepts and code implementations
## Decision Criteria
- Cross-reference ubiquitous language with actual naming in the code
- Detect cases where the same concept uses different names
- Identify gaps in domain-code mapping (domain concepts not reflected in code)
- Track where business rules are implemented in the code
## Prerequisites
| File | Required/Recommended | Source |
|------|---------------------|--------|
| reports/before/{project}/ | Required | /architect:investigate |
| reports/before/{project}/ui-inventory.json | Optional | /architect:analyze-ui (when the system has a UI) |
### Using the UI inventory (when present)
The existing UI is evidence the backend alone does not give (@rules/ui-analysis.md §9):
- **Actors, roles, permissions** — every screen's `access` (authentication, roles, guards) is a
row of evidence for the permission matrix. A role enforced only by a `view` guard is recorded
as such — as UI-hidden, not as access-controlled.
- **Ubiquitous language** — screen names, labels and messages are the users' vocabulary. A label
that differs from the code name for the same concept is a synonym to resolve, not a new term.
- **Domain-code mapping** — add a screen column: concept → screens (`UIS-`) → handlers → code.
- **Business rules in the code** — the inventory's `embedded_logic` items are business rules the
view layer implements; map them like any other rule location.
## Available Resources
- **Serena MCP** — Symbol relationship analysis via `find_symbol`, `find_referencing_symbols` (preferred)
- **Glob/Grep** — Search for domain terms within code
- **Read** — Extract domain knowledge from documentation, comments, and test cases
- **Agent(Explore)** — Parallel entity extraction across large codebases
## Output
| File | Content |
|------|---------|
| `reports/01_analysis/system-overview.md` | Business context, feature list |
| `reports/01_analysis/ubiquitous-language.md` | Domain term dictionary |
| `reports/01_analysis/actors-roles-permissions.md` | Actor, role, and permission matrix |
| `reports/01_analysis/domain-code-mapping.md` | Domain-code correspondence table |
Write all reports in the language configured in `work/pipeline-progress.json` (`options.output_language`).
## Completion
1. All four output files have been written
2. Ubiquitous language contains at least 20 domain terms
3. Update pipeline-progress.json
## Related Skills
| Skill | Relationship |
|-------|-------------|
| /architect:investigate | Upstream (input source) |
| /architect:analyze-ui | Upstream (optional — the UI inventory) |
| /architect:evaluate-mmi | Downstream |
| /architect:evaluate-ddd | Downstream |
| /architect:analyze-data-model | 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 (19 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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wfukatsu
Search ScalarDB / ScalarDL documentation for specific topics.
SkillAFreshness: A★ 13Claude Code +9 - 0.632score
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wfukatsu
Show ScalarDB CRUD operation patterns — builder syntax for Get, Scan, Insert, Upsert, Update, Delete with examples.
SkillAFreshness: A★ 13Claude Code +9 - 0.632score
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wfukatsu
Generate ScalarDB configuration files (database.properties, build.gradle dependencies) based on your choices.
SkillAFreshness: A★ 13Claude Code +9 - 0.629score
analyze-data-model
wfukatsu
Comprehensive data layer analysis including entity/relationship analysis, DB design evaluation, and ER diagram generation.
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Capture follow-up work discovered during backlog delivery — deferred tasks, out-of-scope findings, doc drift, waived acceptance criteria — into a reviewable…
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Build a complete ScalarDB application from a domain description.
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Cite this page
analyze skill. Agent Mart. https://agentmart.dev/skills/wfukatsu-analyze (last updated 2026-10-24)