feat: add anti-patterns, design philosophies, advisor mode, asset protocol

[najamali]

Summary

Adds two new search domains and four process docs ported from impeccable (pbakaus), Anthropic frontend-design, and jiji262/claude-design-skill. Closes the gap where ui-ux-pro-max had a strong data layer but no anti-pattern detection, no advisor mode for vague briefs, and no asset protocol for branded work.

New search domains

• antipattern — 30 deterministic rules for generic AI aesthetics (purple gradients, default shadcn, Inter everywhere, stock photos, nested cards). Columns: Why It's Bad, How to Detect, Better Alternative, Severity, Mode (brand/product/both).
• philosophy — 10 design directions × 5 schools (Swiss, Brutalist, Editorial, Kenya Hara, Bold Maximalism, Refined Minimalism, Aurora/Glass, Y2K/Retro-Futuristic, Organic, Anti-Design). Each has flagship examples, signature moves, risk level, and an AI prompt seed.

New process docs

• data/asset-protocol.md — 5-step Core Asset Protocol for branded work (fact-check → logo → product shots → reference → tokens → brand-spec.md)
• data/advisor-mode.md — 3-direction protocol for when the brief is vague
• templates/base/DESIGN.md — per-project design memory (mode, locked direction, tokens, hard rules)
• templates/base/PRODUCT.md — per-project product memory (audience, voice rules, decision log)

Code changes

• src/ui-ux-pro-max/scripts/core.py — adds antipattern and philosophy to CSV_CONFIG and detect_domain keyword sets
• src/ui-ux-pro-max/templates/base/skill-content.md — adds Advisor Mode, Anti-Pattern Check, Asset Protocol, and project-memory sections
• CLAUDE.md — documents new domains and process files
• cli/assets/ — synced per CLAUDE.md sync rules

Test plan

• python3 src/ui-ux-pro-max/scripts/search.py "purple gradient" --domain antipattern → returns Color anti-pattern row
• python3 src/ui-ux-pro-max/scripts/search.py "swiss editorial" --domain philosophy → returns Swiss Editorial row
• python3 src/ui-ux-pro-max/scripts/search.py "default shadcn" -n 3 → auto-detects antipattern domain
• python3 src/ui-ux-pro-max/scripts/search.py "minimalism" -n 1 → existing style domain unchanged (no regression)
• CLI assets diff matches src/ data + scripts + templates

Inspiration / credit

• pbakaus/impeccable — anti-pattern detector + brand/product modes
• jiji262/claude-design-skill — Core Asset Protocol + Advisor Mode
• anthropics/claude-code frontend-design — design philosophy directives

[mrgoonie]

Summary: I’m deferring this PR in the cron-safe maintainer lane because it is over the bounded review budget and currently not mergeable.nnDecision: deferred / needs focused maintainer reviewnnEvidence:n- Scope is 17 changed files with +1,002/-4 lines, which exceeds the cron lane threshold for a safe deep review.n- It adds new data domains, process docs, base templates, script routing, and mirrored CLI assets in one PR, so the source-of-truth and generated-asset sync need to be reviewed together.n- GitHub currently reports mergeStateStatus=DIRTY, so it cannot be merged as-is.nnNext step: please rebase/resolve conflicts and, if possible, split this into narrower lanes: (1) anti-pattern + philosophy data/search support, and (2) advisor/asset protocol + project-memory template docs. Include the exact validation commands and output after syncing cli/assets from src/.