From scalardb
Analyzes a codebase to extract ubiquitous language, actor-role-permission matrices, and domain-code mappings. Useful for understanding domain structure and identifying naming inconsistencies.
How this skill is triggered — by the user, by Claude, or both
Slash command
/scalardb:analyzeopusThe summary Claude sees in its skill listing — used to decide when to auto-load this skill
Structure the domain knowledge of the target system and generate the following four analysis documents:
Structure the domain knowledge of the target system and generate the following four analysis documents:
| File | Required/Recommended | Source |
|---|---|---|
| reports/before/{project}/ | Required | /architect:investigate |
find_symbol, find_referencing_symbols (preferred)| 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).
| Skill | Relationship |
|---|---|
| /architect:investigate | Upstream (input source) |
| /architect:evaluate-mmi | Downstream |
| /architect:evaluate-ddd | Downstream |
| /architect:analyze-data-model | Downstream |
npx claudepluginhub wfukatsu/nexus-architect --plugin productProvides behavioral guidelines to reduce common LLM coding mistakes, focusing on simplicity, surgical changes, assumption surfacing, and verifiable success criteria.
Searches, retrieves, and installs Agent Skills from prompts.chat registry using MCP tools like search_skills and get_skill. Activates for finding skills, browsing catalogs, or extending Claude.
Creates, edits, and optimizes skills for Claude Code, including drafting, evaluating with test prompts, iterating on performance, and improving skill descriptions for better triggering accuracy.