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Andrew Yim e527fb4b0f feat(seo-skills): multi-backend Data Source Selection (#7 )

Replaces single-vendor (Ahrefs-only) tool defaults with a per-task
backend menu across all 14 SEO skills. Each skill now lists every
capable MCP in allowed-tools and documents how to pick between
Semrush, Ahrefs, OurSEO Agent (CLI + MCP), DataForSEO, and GSC
in its SKILL.md Data Source Selection section.

Tool stubs (~40 new files) populated per skill with capability
deltas, call patterns, and explicit "not for this skill when"
callouts so the menu is self-correcting.

Skills affected: 19-keyword-strategy, 20-serp-analysis,
21-position-tracking, 22-link-building, 23-content-strategy,
24-ecommerce, 25-kpi-framework, 26-international, 27-ai-visibility,
28-knowledge-graph, 31-competitor-intel, 32-crawl-budget,
33-migration-planner, 34-reporting-dashboard.

Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

2026-05-14 03:15:32 +09:00

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Google Search Console

GSC is the first-party data source for clicks / impressions / CTR / position in the reporting dashboard. Every other source for these metrics is modelled — when GSC is available, it is the authoritative source and should drive the corresponding dashboard sections.

Tools used in dashboard sections

Section	Source
First-party clicks trend	`our research search-console pages --days 90`
First-party impressions trend	`our research search-console pages --days 90`
Average CTR	computed from `pages` or `queries`
Top branded queries	filter `queries` output
Top non-branded queries	filter `queries` output
Cannibalization flags	`our research search-console combined --days 90`

CLI

our research search-console queries --site sc-domain:<domain> --days 28
our research search-console pages --site sc-domain:<domain> --days 90
our research search-console combined --site sc-domain:<domain> --days 90

sc-domain: prefix for Domain-verified properties.

Ahrefs GSC alternates (when project connected)

mcp__ahrefs__gsc-performance-history(project_id="<id>")
mcp__ahrefs__gsc-pages-history(project_id="<id>")
mcp__ahrefs__gsc-positions-history(project_id="<id>")
mcp__ahrefs__gsc-ctr-by-position(project_id="<id>")
mcp__ahrefs__gsc-anonymous-queries(project_id="<id>")

Reporting rule

Whenever GSC feeds a section, list it in the report's Sources subsection with the date window (e.g., Clicks / Impressions: GSC (28d, 2026-04-16 → 2026-05-14)).

Use consistent windows across reporting periods — switching from 28d to 90d silently changes every CTR number on the page.

Not for this skill when

Competitor performance sections — GSC is single-site.
Modelled traffic-value (USD) — Semrush overview_research.
Net-new keyword discovery sections — Semrush / Ahrefs.
GA4 sessions / conversions — our research ga4 *.

Gotcha: our-claude-skills/custom-skills/15-seo-search-console/code/gotcha/gsc-cli-integration.md.

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