integrate-evaluations
Merge MMI and DDD evaluation results — and the UX evaluation when it exists — into a unified improvement plan.
Skill by wfukatsu
Chalk Labs
Need help deploying integrate-evaluations?
Chalk Labs sets up agents like this inside real teams: connected to your tools, tested on your data, with a human in the loop where it matters.
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-integrate-evaluations
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.
Get the weekly diff
The weekly diff: one email a week with new agent tools, notable updates and grade changes, plus security alerts for tools you follow. Double opt-in, one-click unsubscribe.
About
Use cases: design
Reviews
Write a reviewNo reviews yet. Installed it? Reviews come from verified installers only. How reviews work
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/integrate-evaluations
What's inside
- Skill name
integrate-evaluations- Description
- Merge MMI and DDD evaluation results — and the UX evaluation when it exists — into a unified improvement plan.
- License
- MIT
- Instructions
- 46 lines in SKILL.md · view on GitHub
Agent Skills spec issues
- name: missing
Files (1)
- SKILL.md
SKILL.md (first lines)
# Evaluation Integration
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
Integrate the MMI and DDD evaluation results and formulate a unified improvement plan for microservice transformation.
## Decision Criteria
- Prioritize areas that scored low in both evaluations as top improvement targets
- Rank improvement items by both business impact and technical feasibility
- Classify into short-term (quick wins) and medium-to-long-term (structural improvements)
- When a UX evaluation exists, add a **UX track**: its `critical` and `major` findings become
improvement items with their screens, and its band decides per affected flow whether the UI is
carried over or redesigned (@rules/ux-evaluation.md §3, §7). A module that scores low on MMI and
whose screens carry `critical` UX findings is a stronger redesign candidate than either alone
## Prerequisites
| File | Required/Recommended | Source |
|------|---------------------|--------|
| reports/02_evaluation/mmi-overview.md | Required | /architect:evaluate-mmi |
| reports/02_evaluation/ddd-strategic-evaluation.md | Required | /architect:evaluate-ddd |
| reports/02_evaluation/ux-evaluation.md, ux-evaluation.json | Optional | /architect:evaluate-ux (when the system has a UI) |
## Output
| File | Content |
|------|---------|
| `reports/02_evaluation/integrated-evaluation.md` | Integrated evaluation results |
| `reports/02_evaluation/unified-improvement-plan.md` | Prioritized improvement plan |
Write all reports in the language configured in `work/pipeline-progress.json` (`options.output_language`).
## Related Skills
| Skill | Relationship |
|-------|-------------|
| /architect:evaluate-mmi | Input source |
| /architect:evaluate-ddd | Input source |
| /architect:evaluate-ux | Input source (optional) |
| /architect:redesign | Output destination |From wfukatsu/nexus-architect, MIT.
More from wfukatsu/nexus-architect
- 0.632score
config
wfukatsu
Generate ScalarDB configuration files (database.properties, build.gradle dependencies) based on your choices.
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
docs
wfukatsu
Search ScalarDB / ScalarDL documentation for specific topics.
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
capture-followup
wfukatsu
Capture follow-up work discovered during backlog delivery — deferred tasks, out-of-scope findings, doc drift, waived acceptance criteria — into a reviewable…
SkillAFreshness: A★ 13Claude Code +9 - 0.629score
generate-test-specs
wfukatsu
Generate BDD scenarios, contract test, unit test, property-based test, integration test, and performance test specifications.
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.
SkillAFreshness: A★ 13Claude Code +9 - 0.629score
deliver-backlog
wfukatsu
Drive each Issue under an Epic through implement → review → human approval → merge, in order, resuming from backlog-manifest.json and stopping at every human…
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 - 0.629score
design-api
wfukatsu
Generate REST/GraphQL/gRPC/AsyncAPI specifications as the project's single, verifiable API contract — named schemas, every status code declared, RFC 9457…
SkillAFreshness: A★ 13Claude Code +9 - 0.629score
design-data-layer
wfukatsu
Generic database design for non-ScalarDB projects.
SkillAFreshness: A★ 13Claude Code +9
Signals
- Stars
- 13
- Forks
- 1
- Open issues
- 0
- Last commit (this folder)
- Oct 8, 2026 (22 days ago)
- Last release
- Oct 9, 2026 (21 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
Done for you
Rather not set it up yourself?
Chalk Labs scopes, builds and runs agents for your team: the task audit, the eval harness, the integrations and the weekly ops report. Fixed scope, priced before we start.
See how we build AI agents →Read the case studies
Chalk Labs is a two-founder AI and growth studio. We build AI agents, CRMs and MVPs for Web3 and AI companies, and have shipped 50+ product and token launches.
- launches shipped
- 50+
- launches shipped
- media placements
- 500+
- media placements
- founders on every account
- 2
- founders on every account
Press we've placed: Forbes · CoinDesk · Decrypt · Cointelegraph · The Block
Rahil Jain, Co-founder, Chalk Labs. Ex-Goldman Sachs engineer. You talk to the person who builds it.
Get integrate-evaluations running in your business
Tell us what you want to automate. A founder replies within one working day with a plan, not a pitch deck.
Cite this page
integrate-evaluations skill. Agent Mart. https://agentmart.dev/skills/wfukatsu-integrate-evaluations (last updated 2026-10-24)