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Extract ubiquitous language, actor-role-permission matrix, and domain-code mapping.

Skill by Ryuking1228

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Extract ubiquitous language, actor-role-permission matrix, and domain-code mapping. /architect:analyze [target_path] to invoke. Requires investigate output as a prerequisite.

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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

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Skill name
analyze
Description
Extract ubiquitous language, actor-role-permission matrix, and domain-code mapping. /architect:analyze [target_path] to invoke. Requires investigate output as a prerequisite.
License
MIT
Instructions
72 lines in SKILL.md · view on GitHub

Agent Skills spec issues

  • name: missing

Files (1)

  • SKILL.md

SKILL.md (first lines)

# System Analysis

## 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
- **Task(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 Ryuking1228/ai-dev-codex-version, MIT.

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Last commit (this folder)
Sep 11, 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 skill. Agent Mart. https://agentmart.dev/skills/ryuking1228-analyze (last updated 2026-10-24)