feat(skills): add GEO interview and technical SEO audit skills

[sorcerai]

Summary

Two new AIDD skills for AI search visibility optimization — Generative Engine Optimization (GEO) and AI-aware Technical SEO.

• aidd-geo-interview — Reflexive AI interview that measures share of voice, competitive positioning, and sentiment for a product/category. Generates fan-out queries across 9 categories (30+ templates), scores visibility on a 7-dimension GEO scale, and produces threshold-based recommendations (critical/high/medium actions).
• aidd-technical-seo — 8-step technical SEO audit covering page speed (Core Web Vitals), header structure, meta tags, JSON-LD schema validation, AI crawler access (7 bots: GPTBot, ChatGPT-User, ClaudeBot, PerplexityBot, Google-Extended, Googlebot, Bingbot), fan-out query coverage analysis, and content quality (35 AI phrase patterns, readability, trust signals). Traffic-light scoring with P0/P1/P2 prioritization.

Key design decisions

• Model-agnostic: Both skills work with any AI agent (Claude, GPT, Gemini, Llama, etc.) — no specific model required
• No code execution: Pure markdown instructions, no external APIs needed
• Reflexive interview: The GEO skill has the agent interview itself, producing genuine responses. Multi-model coverage is achieved by running the skill with different AI assistants.
• Cross-referencing: Skills reference each other (/aidd-geo-interview ↔ /aidd-technical-seo) following the pattern used by existing skills like aidd-review → aidd-tdd
• Reference files alongside SKILL.md: Each skill includes 2 reference docs (fan-out-queries.md, geo-scoring.md, seo-checklist.md, ai-crawler-audit.md) following the flat-file convention

Files added (9)

ai/skills/
├── aidd-geo-interview/
│   ├── SKILL.md              (158 lines)
│   ├── index.md
│   ├── fan-out-queries.md    (query template library)
│   └── geo-scoring.md        (scoring methodology)
├── aidd-technical-seo/
│   ├── SKILL.md              (234 lines)
│   ├── index.md
│   ├── seo-checklist.md      (43-item audit checklist)
│   └── ai-crawler-audit.md   (AI bot audit guide)
└── index.md                  (updated — 2 new entries)

Test plan

• Read aidd-geo-interview/SKILL.md — verify scannable in 2-3 min, SudoLang syntax correct
• Read aidd-technical-seo/SKILL.md — verify scannable in 2-3 min, SudoLang syntax correct
• Verify frontmatter format matches existing skills (name, description fields)
• Verify cross-references: /aidd-technical-seo from geo-interview, /aidd-geo-interview from technical-seo
• Run geo-interview skill on a test product (e.g., "Follow aidd-geo-interview for product=Notion, category=project management software")
• Run technical-seo skill on a test URL (e.g., "Follow aidd-technical-seo for url=https://notion.so")
• Verify index.md entries are alphabetically sorted

🤖 Generated with Claude Code