Agency OS Architecture & Training
Sections

Live Jessie skill

Technical SEO Audit

Runs a public-site crawl audit with deterministic crawl evidence, AI-assisted interpretation, R2 evidence packaging, and Asana delivery.

When It Routes

Live Crawl audit .agents/skills/technical-seo-audit/SKILL.md

A task asks for a technical SEO audit, site crawl audit, Screaming Frog-style audit, indexability review, canonical review, or crawl analysis.

Flow

1
Task intake

Jessie confirms the task is a technical audit and identifies one public website.

2
Toolkit

The run receives Browser Run, direct robots/sitemap fetches, PageSpeed sampling, R2 package storage, context retrieval, AI Gateway synthesis, and Asana write-back access.

3
Context

Jessie loads approved site/context notes, known migrations, platform constraints, and consultant instructions.

4
Evidence

Jessie crawls the public site, checks deterministic technical SEO signals, samples PageSpeed, and stores evidence files.

5
Insight

The LLM groups and explains deterministic findings through Cloudflare AI Gateway without inventing findings.

6
Review output

Jessie attaches the audit report and posts a summary comment with package references.

Context Jessie Looks At

  • Approved client/site context, known migrations, CMS constraints, current technical priorities, and consultant notes.
  • Task-specific target URL, scope, and questions.
  • Recent strategy/report context if the task links to it.

Data And Tools

  • Cloudflare Browser Run crawl records.
  • Robots.txt and XML sitemap fetches.
  • Sampled PageSpeed Insights evidence.
  • Targeted rendered validation when JavaScript SEO risk needs checking.
  • R2 evidence package and Asana fallback attachments.

LLM Insight Stage

The crawl findings are deterministic and evidence-backed. The LLM is used through Cloudflare AI Gateway to explain, group, prioritize, and write consultant-facing interpretation without inventing new issues.

Outputs

  • Technical SEO audit HTML report.
  • Evidence package with crawl data, page inventory, debug data, issue CSVs, and remediation companion.
  • Asana summary comment with top findings and evidence references.

Guardrails

  • Public websites only; no authenticated, staging, private, CAPTCHA, or login areas.
  • No robots.txt bypass, CMS changes, tracking changes, or follow-up task creation in v1.
  • An empty or incomplete crawl is reported as a crawl-quality issue, not success.

Example Prompt

Run a technical SEO audit for https://www.example.com.au.

Source References