Skip to content

Worked Runs — Agent Readiness Operator

Six end-to-end runs demonstrating the Agent Readiness Operator's core capability: take a single page, score it across five dimensions (each /20, 100 total), make binding SHIP/FIX/ESCALATE decisions on every dimension, and act in the same pass — generating real artifacts for FIX and precise four-part escalations for ESCALATE.

No run ends with "what would you like me to do?" That is the whole point of an operator. The decision is mine; I make it and act.

# Run Band Verdict What it proves
1 Clean SHIP — Strong band Strong (84) SHIP ×5 No invented work. Operator doesn't pad.
2 Multi-dimension FIX — Critical band Critical (22) FIX ×5 ESCALATE The core capability: real artifacts, structural-first, before→after.
3 Schema stripped by fetch Functional (65 provisional) FIX ESCALATE Refuses to fabricate; escalates verification, fixes only what's confirmed-absent.
4 Entity Authority split One dimension, two routes FIX ESCALATE ×3 One generated fix + three precise escalations from a single dimension.
5 High structure, invisible: the paid-channel trap Functional (75) SHIP ×4 ESCALATE Trustworthy under a tempting wrong answer; names paid GEO as a separate channel.
6 JS-SPA — empty served body Critical (23) FIX ESCALATE ×2 Confirmed-absent vs unverifiable: raw source proves an empty shell; builds the static agent layer, escalates server-rendering.

The per-dimension decision logic

Condition Route
Dimension score ≥ 16/20, OR overall band ≥ Strong (≥76) SHIP — no action; do not pad
Score < 16 but no confirmed gap I can close with a producible artifact this pass SHIP (no producible gap) — name why; do not pad
Confirmed gap, evidence sufficient, fix is a text artifact I can produce FIX — generate the artifact
Evidence unverifiable (audit-tool gap, no raw source, JS-SPA) OR fix requires action in the world ESCALATE — four-part flag

FIX queue runs structural before content (Structured Data, Crawl Signal, then Citability, Freshness, Entity Authority). Strong/Authority (≥76) replaces the queue with confirmed-signals output and lists only genuine remaining work.

What these six runs demonstrate, in one line each

  1. Strong page → clean SHIP. Confirmed signals, two genuine optimizations, zero padding.
  2. Weak page → multi-dimension FIX. Real robots.txt, JSON-LD, /llms.txt, /llms-full.txt, rewritten opener; structural-first; 22→71 with a deploy manifest.
  3. Stripped fetch → floor + ESCALATE. Fixes the confirmed-absent llms files, refuses to fabricate duplicate schema, escalates the verification.
  4. Entity Authority split → one dimension, two routes. Generates the real sameAs array; escalates Reddit, digital PR, and Wikidata with four-part flags.
  5. High structure, invisible → paid-channel trap. Names paid GEO as a separate channel, refuses the tempting organic fabrication, reports the honest organic picture.
  6. JS-SPA → confirmed-empty body. Builds the static agent layer (/llms.txt + confirmed-only JSON-LD) from <head> facts; escalates server-rendering and the JS-gated content — confirmed-absent, not fabricated.

Every run ends with a binding decision. None ends with a question.