Agency OS Architecture & Training
Sections

Live Jessie skill

SEO Reporting

Reviews organic search performance using Search Console, GA4, SERP/ranking, backlink, crawl, and approved client context.

When It Routes

Live Organic search skills/seo-reporting/SKILL.md

A task asks for SEO performance, organic search movement, Search Console analysis, rankings, backlinks, or organic reporting.

Flow

1
Task intake

Jessie checks the Asana task for client, date range, audience, and requested SEO output.

2
Toolkit

The run receives Search Console, GA4, rank/SERP, backlink, Browser Run, context retrieval, report rendering, Asana write-back, and AI Gateway access.

3
Context

Jessie loads approved client context, active priorities, rules, and task-specific consultant notes.

4
Evidence

Jessie gathers SEO and supporting analytics evidence, then groups query/page movement and possible drivers.

5
Insight

The LLM interprets the evidence capsule through Cloudflare AI Gateway and produces hypotheses with confidence and follow-up checks.

6
Review output

Jessie attaches an internal HTML report and posts a review-required Asana comment.

Context Jessie Looks At

  • Approved client brief, SEO rules, current work, active priorities, and source references from the context retrieval interface.
  • Task-specific consultant notes from the Asana task and follow-up comments.
  • Linked parent, strategy, or previous report task context when available.

Data And Tools

  • Google Search Console performance.
  • GA4 organic sessions, conversions, landing-page, and event context.
  • Rank/SERP evidence where configured.
  • Backlink/referring-domain evidence where configured.
  • Bounded Browser Run checks for moving pages when useful.

LLM Insight Stage

The final consultant-facing interpretation is LLM-first. Deterministic code prepares the evidence capsule; Cloudflare AI Gateway handles synthesis. If the model call cannot run, the artifact must say that deterministic fallback wording was used.

Outputs

  • Internal SEO HTML report attached to the source Asana task.
  • Evidence-backed findings, likely drivers, confidence, lag timing, and follow-up checks.
  • Data-quality caveats and approval-gated actions not taken.

Guardrails

  • No website, tracking, SEO strategy, or external system changes.
  • No direct client publishing.
  • Explanations are hypotheses unless evidence is conclusive.

Example Prompt

Please do an SEO report for Plunkett Homes last month.

Source References