{"schemaVersion":"1.0","name":"James Stone Advisory","slug":"james-stone-advisory","website":"https://jamesstone.dev","category":"ai-tools","description":"This repository contains the baseline validation scripts and templates for enterprise Generative Engine Optimization (GEO) and Answer Engine Optimization (AEO).","capabilities":["llmsTxt documentation","llmsFullTxt documentation"],"aiResources":{"llmsTxt":{"type":"llmsTxt","url":"https://jamesstone.dev/llms.txt","status":"verified","available":true,"httpStatus":200,"checkedAt":"2026-11-10T22:31:52.805Z","lastSuccessfulAt":"2026-11-10T22:31:52.805Z","contentType":"text/plain","contentSize":4512,"estimatedTokens":1127,"tokenMethod":"UTF-16 characters / 4 (approximation)","contentHash":"3a0447947e3fa4e950130912aa245f8b5d6a29497950a82ba9eea4dc40cefb0c","internalLinks":11,"externalLinks":4,"document":{"h1Count":3,"firstBlockIsH1":true,"title":"JamesStone.dev — Machine Standard & AI Retrieval Manifest (/llms.txt)","usefulTitle":true,"headingCount":7,"uniqueHeadingCount":7,"hasSections":true,"orderedHeadings":true,"sectionWithContent":true,"fileListLinks":19,"summaryPresent":true,"contextPresent":false,"validLinks":19,"invalidLinks":0,"duplicateLinks":4,"descriptiveLinks":15,"annotatedLinks":11},"linkHealth":{"eligibleCount":15,"selectedCount":5,"sampledCount":5,"working":3,"broken":0,"unknown":2,"checkedAt":"2026-11-10T22:31:53.420Z","sourceHash":"3a0447947e3fa4e950130912aa245f8b5d6a29497950a82ba9eea4dc40cefb0c","method":"deterministic sample, at most 5 URLs, at most 2 concurrent hosts, 15s budget","results":[{"url":"https://www.wikidata.org/wiki/Q121362277","status":"unknown","httpStatus":null,"reason":"oversized","attempted":true,"checkedAt":"2026-11-10T22:31:53.420Z"},{"url":"https://www.wikidata.org/wiki/Q97171941","httpStatus":200,"checkedAt":"2026-11-10T22:31:53.420Z","attempted":true,"status":"working","reason":"http_success"},{"url":"https://jamesstone.dev/llms-full.txt","httpStatus":200,"checkedAt":"2026-11-10T22:31:53.420Z","attempted":true,"status":"working","reason":"http_success"},{"url":"https://jamesstone.dev/order-1.html","httpStatus":200,"checkedAt":"2026-11-10T22:31:53.420Z","attempted":true,"status":"working","reason":"http_success"},{"url":"https://jamesstone.dev/","status":"unknown","httpStatus":null,"reason":"oversized","attempted":true,"checkedAt":"2026-11-10T22:31:53.420Z"}]},"headings":["JamesStone.dev — Machine Standard & AI Retrieval Manifest (/llms.txt)","Specification: Community-Proposed llms.txt Convention (https://llmstxt.org/)","Entity: James Stone Advisory — Generative Engine Optimization (GEO) & Answer Engine Optimization (AEO) Systems Architect","Core Capabilities","Entity Grounding & Knowledge Graph","Productized Advisory Charters","Full Technical Documentation"],"warnings":["Format finding: start with one H1 naming the site or project.","4 duplicate documentation links"],"summary":"Documentation sections: JamesStone.dev — Machine Standard & AI Retrieval Manifest (/llms.txt); Specification: Community-Proposed llms.txt Convention (https://llmstxt.org/); Entity: James Stone Advisory — Generative Engine Optimization (GEO) & Answer Engine Optimization (AEO) Systems Architect; Core Capabilities; Entity Grounding & Knowledge Graph; Productized Advisory Charters.","summarySourceHash":"3a0447947e3fa4e950130912aa245f8b5d6a29497950a82ba9eea4dc40cefb0c","processingVersion":"2.0","method":"markdown-ast-analysis"},"llmsFullTxt":{"type":"llmsFullTxt","url":"https://jamesstone.dev/llms-full.txt","status":"verified","available":true,"httpStatus":200,"checkedAt":"2026-11-10T22:31:53.124Z","lastSuccessfulAt":"2026-11-10T22:31:53.124Z","contentType":"text/plain","contentSize":11355,"estimatedTokens":2836,"tokenMethod":"UTF-16 characters / 4 (approximation)","contentHash":"33bf11c438e80bfc54066417ae83cae51d1321e3b3544536c3498c69c7e2295f","internalLinks":0,"externalLinks":0,"document":{"h1Count":4,"firstBlockIsH1":true,"title":"JamesStone.dev — Full Machine Entity Specification (/llms-full.txt)","usefulTitle":true,"headingCount":25,"uniqueHeadingCount":25,"hasSections":true,"orderedHeadings":true,"sectionWithContent":true,"fileListLinks":0,"summaryPresent":false,"contextPresent":false,"validLinks":0,"invalidLinks":0,"duplicateLinks":0,"descriptiveLinks":0,"annotatedLinks":0},"headings":["JamesStone.dev — Full Machine Entity Specification (/llms-full.txt)","Architecture: Generative Engine Optimization (GEO) & Answer Engine Optimization (AEO)","Primary Authority: James Stone Advisory","Canonical URL: https://jamesstone.dev","1. Enterprise Profile & Thesis","2. Core Methodologies","2.1 Deep Knowledge Graph Injection (@graph JSON-LD)","2.2 Machine-Readable Retrieval Protocols (/llms.txt)","2.3 Edge Bot Access & Header Alignment (Cloudflare WAF Architecture)","2.4 Declarative Answer Matrices (Extractive Synthesis)","3. Technical Architecture & LLM RAG Ingestion Protocol (FAQ)","Q1: What is Generative Engine Optimization (GEO)?"],"warnings":["Format finding: start with one H1 naming the site or project.","Quality suggestion: add a short summary blockquote before the file sections.","No Markdown links"],"summary":"Documentation sections: JamesStone.dev — Full Machine Entity Specification (/llms-full.txt); Architecture: Generative Engine Optimization (GEO) & Answer Engine Optimization (AEO); Primary Authority: James Stone Advisory; Canonical URL: https://jamesstone.dev; 1. Enterprise Profile & Thesis; 2. 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Coherent content sections: 5/5. Documentation links organized in lists: 5/5. Non-repeated headings: 5/5."},{"name":"links","weight":25,"assessedWeight":25,"points":23.28,"rules":[{"id":"link_syntax","label":"Resolvable HTTP(S) link syntax","weight":5,"observation":"19 valid URL occurrence(s), 0 malformed, unsupported or unresolved.","points":5},{"id":"link_uniqueness","label":"Unique documentation destinations","weight":5,"observation":"15 unique destination(s) from 19 valid occurrence(s).","points":3.95},{"id":"link_labels","label":"Descriptive link labels","weight":2.5,"observation":"15 of 15 unique links have non-placeholder labels. This is a text heuristic, not a semantic guarantee.","points":2.5},{"id":"link_notes","label":"Context beside file links","weight":2.5,"observation":"11 of 15 unique links have notes beside a Markdown list link.","points":1.83},{"id":"link_health","label":"Sampled destination accessibility","weight":10,"observation":"5 of 15 destinations sampled: 3 working, 0 confirmed 404/410, 2 unknown. Only working and confirmed-broken results enter this fraction.","points":10}],"explanation":"Resolvable HTTP(S) link syntax: 5/5. Unique documentation destinations: 3.95/5. Descriptive link labels: 2.5/2.5. Context beside file links: 1.83/2.5. Sampled destination accessibility: 10/10."},{"name":"confidence","weight":15,"assessedWeight":15,"points":15,"rules":[{"id":"verification_age","label":"Age of last successful verification","weight":10,"observation":"Last success: 2026-11-10T22:31:52.805Z. Full points through day 8 (7-day schedule plus 1-day grace), 60% through day 30, 20% thereafter or for an unknown date.","points":10},{"id":"latest_success","label":"Latest primary check succeeded","weight":5,"observation":"Latest primary verification succeeded.","points":5}],"explanation":"Age of last successful verification: 10/10. Latest primary check succeeded: 5/5."},{"name":"metadata","weight":10,"assessedWeight":10,"points":5,"rules":[{"id":"summary","label":"Useful summary blockquote","weight":5,"observation":"A blockquote before the first H2 with at least 20 non-whitespace characters and no placeholder-only text.","points":5},{"id":"context","label":"Useful introductory context","weight":5,"observation":"An introductory paragraph before the first H2 with at least 20 non-whitespace characters and no placeholder-only text. Listing form fields do not earn these points.","points":0}],"explanation":"Useful summary blockquote: 5/5. Useful introductory context: 0/5."}],"earnedPoints":83.28,"assessedWeight":100,"availableWeight":100,"provisional":false,"calculatedAt":"2026-11-10T22:31:54.676Z","lastVerifiedAt":"2026-11-10T22:31:52.805Z","evidence":{"sourceUrl":"https://jamesstone.dev/llms.txt","contentHash":"3a0447947e3fa4e950130912aa245f8b5d6a29497950a82ba9eea4dc40cefb0c","processingVersion":"2.0","retrievedAt":"2026-11-10T22:31:52.805Z"},"linkSampling":{"eligibleCount":15,"selectedCount":5,"sampledCount":5,"working":3,"broken":0,"unknown":2,"checkedAt":"2026-11-10T22:31:53.420Z","sourceHash":"3a0447947e3fa4e950130912aa245f8b5d6a29497950a82ba9eea4dc40cefb0c","method":"deterministic sample, at most 5 URLs, at most 2 concurrent hosts, 15s budget","results":[{"url":"https://www.wikidata.org/wiki/Q121362277","status":"unknown","httpStatus":null,"reason":"oversized","attempted":true,"checkedAt":"2026-11-10T22:31:53.420Z"},{"url":"https://www.wikidata.org/wiki/Q97171941","httpStatus":200,"checkedAt":"2026-11-10T22:31:53.420Z","attempted":true,"status":"working","reason":"http_success"},{"url":"https://jamesstone.dev/llms-full.txt","httpStatus":200,"checkedAt":"2026-11-10T22:31:53.420Z","attempted":true,"status":"working","reason":"http_success"},{"url":"https://jamesstone.dev/order-1.html","httpStatus":200,"checkedAt":"2026-11-10T22:31:53.420Z","attempted":true,"status":"working","reason":"http_success"},{"url":"https://jamesstone.dev/","status":"unknown","httpStatus":null,"reason":"oversized","attempted":true,"checkedAt":"2026-11-10T22:31:53.420Z"}]},"warnings":["This measures observable documentation, not model rankings or citation probability.","H1 is the only required section in the llms.txt proposal. Other checks are LLMSList quality preferences; missing optional sections do not make usable text invalid.","Destination accessibility covers a sample of 5 out of 15 unique links, not the entire website."]},"updatedAt":"2026-11-10T22:31:54.677Z"}