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Seo Orchestrator

skill-hainrixz-claude-seo-ai-seo-orchestrator · by Hainrixz

Orchestrates a full SEO + AI-search audit — detects the site vertical, builds a shared PageSnapshot, dispatches read-only specialist subagents in parallel, merges their findings, computes the two scores, and renders the report. Invoked by the `audit` command (the /claude-seo-ai:audit skill); not usually called directly.

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Install

$ agentstack add skill-hainrixz-claude-seo-ai-seo-orchestrator

✓ scanned · ✓ verified — works with Claude Code, Cursor, and more.

Security review

✓ Passed

No issues found. Passed automated security review. · v0.1.0 How review works →

  • Prompt-injection patterns
  • Secret / credential exfiltration
  • Dangerous shell & filesystem operations
  • Untrusted network calls
  • Known-malicious package signatures

What it can access

  • Network access No
  • Filesystem access No
  • Shell / process execution No
  • Environment & secrets No
  • Dynamic code execution No

From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.

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About

seo-orchestrator (Layer 2)

Coordinates the whole audit. Three phases: detect → dispatch → synthesize.

1. Detect

  1. Resolve the target (URL or local path).
  2. Run seo-crawl-render to build the shared PageSnapshot (raw HTML, rendered DOM when available, response headers, status chain, plus site artifacts: robots.txt, sitemap set, llms.txt). Record the data tier reached (0/1/2).
  3. Run seo-vertical-detect to classify the target. Read references/routing.md to get the always-on + conditional module set and the subagent dispatch table.

2. Dispatch (parallel)

Spawn the read-only specialists in parallel (one message, multiple Task calls) so their verbose intermediate output stays isolated. Pass each the PageSnapshot location/contents, the detected vertical, and its assigned modules:

  • technical-auditor → M1, M2 (+M3), M4, M7, M7b (mobile), M7c (headings), M8, M9, M10, M15, M17
  • ai-search-geo-specialist → M6, M11, M12, M14, M21
  • content-eeat-analyst → M13, M16
  • schema-generator → M5 (and M18/M19 schema when those verticals are active)

Each subagent returns an array of findings conforming to schema/finding.schema.json. Subagents are read-only (no Write/Edit tool) — the audit can never mutate files.

3. Synthesize

  1. Merge all findings; dedupe by id (keep the most severe status).
  2. Run seo-score over the merged findings to get the two scores with category breakdowns and severity gating.
  3. Render the report (see references/scoring-model.md for bands/interpretations):
  • Header: Search SEO band/score + AI Visibility band/score, each with a one-line interpretation.
  • Per-category table for each score (value, weight, active?).
  • Data confidence: tier reached + count of needs_api findings.
  • Prioritized actions: top findings sorted by severity × magnitude ÷ effort, each showing status, evidence, recommendation, fixability (auto/proposed/advisory), and expected_impact (axis + confidence + magnitude).
  • Footer: how to run /claude-seo-ai:fix.

Notes

  • Keep this skill's own output tight — the value is the merged report, not narration.
  • If the target is a multi-page crawl, analyze the homepage + one instance of each detected template first, then sample additional pages; log what was sampled (never silently cap coverage).
  • Degrade gracefully: if a render/PSI/GSC tier is unavailable, proceed at the lower tier and mark affected findings needs_api.

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

Install and usage instructions live in the source repository linked above.

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Versions

  • v0.1.0 Imported from the upstream source.