agentcasebook.net
Agent Casebook is a public directory of reported AI agent use cases. Each case includes a prompt you can copy and adapt. Summaries and outcomes keep the wording of the source notes; the site does not audit them or add figures of its own. Currently 40 cases across 8 topics. https://agentcasebook.net
Submitted URLs are declarations until checked. Verification inspects published content and does not execute third-party tools.
The score measures observable documentation quality. Each component below lists its earned points, exact checks, and source observations. It is not a prediction of AI rankings or citations.
Overall readiness
Confidence: high· V2
How this score is calculated
round(100 ÷ 100 × 100) = 100/100
100 points earned out of 100 assessed. All 100 available points were assessed. The checks below show each result. Optional integrations and file size earn no extra points.
Full scoring rules and worked exampleCurrent usable primary file: 25/25.
Current llms.txt retrieval succeeded (HTTP 200); usable text verified.
llms.txt: Documentation sections: Agent Casebook; Pages; Topics; Use cases; Repair corrupt files for a flat fee; Grow a bespoke agent that builds its own MCP server. Derived from headings; source checked 2026-11-10.
Listing updated: . Machine-readable profile (JSON)
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"Pages",
"Topics",
"Use cases",
"Repair corrupt files for a flat fee",
"Grow a bespoke agent that builds its own MCP server",
"Scrape marketing agency leads into a Google Sheet",
"Plan trips and compare grocery prices with Operator",
"Read blocked web articles through a browser-control MCP",
"Book flights, groceries and restaurants with ChatGPT Agent",
"Clean Gmail and find old Reddit comments with a browser agent",
"Run a small business's recurring workflows with scheduled agent tasks"
],
"warnings": [],
"summary": "Documentation sections: Agent Casebook; Pages; Topics; Use cases; Repair corrupt files for a flat fee; Grow a bespoke agent that builds its own MCP server.",
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"webmcp": null
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"readiness": {
"score": 100,
"version": "2.0",
"confidence": "high",
"components": [
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"weight": 25,
"assessedWeight": 25,
"points": 25,
"rules": [
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"id": "current_access",
"label": "Current usable primary file",
"weight": 25,
"observation": "Current llms.txt retrieval succeeded (HTTP 200); usable text verified.",
"points": 25
}
],
"explanation": "Current usable primary file: 25/25."
},
{
"name": "structure",
"weight": 25,
"assessedWeight": 25,
"points": 25,
"rules": [
{
"id": "title",
"label": "One project H1 at the beginning",
"weight": 10,
"observation": "1 H1 heading(s); starts with H1: yes.",
"points": 10
},
{
"id": "sections",
"label": "Coherent content sections",
"weight": 5,
"observation": "H2 with content: yes; no heading-level jumps: yes.",
"points": 5
},
{
"id": "file_lists",
"label": "Documentation links organized in lists",
"weight": 5,
"observation": "17 valid link occurrence(s) inside Markdown lists.",
"points": 5
},
{
"id": "heading_uniqueness",
"label": "Non-repeated headings",
"weight": 5,
"observation": "44 unique heading(s) out of 44; code examples are excluded.",
"points": 5
}
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"id": "link_syntax",
"label": "Resolvable HTTP(S) link syntax",
"weight": 5,
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},
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"id": "link_uniqueness",
"label": "Unique documentation destinations",
"weight": 5,
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"points": 5
},
{
"id": "link_labels",
"label": "Descriptive link labels",
"weight": 2.5,
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"points": 2.5
},
{
"id": "link_notes",
"label": "Context beside file links",
"weight": 2.5,
"observation": "17 of 17 unique links have notes beside a Markdown list link.",
"points": 2.5
},
{
"id": "link_health",
"label": "Sampled destination accessibility",
"weight": 10,
"observation": "5 of 17 destinations sampled: 5 working, 0 confirmed 404/410, 0 unknown. Only working and confirmed-broken results enter this fraction.",
"points": 10
}
],
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},
{
"name": "confidence",
"weight": 15,
"assessedWeight": 15,
"points": 15,
"rules": [
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"id": "verification_age",
"label": "Age of last successful verification",
"weight": 10,
"observation": "Last success: 2026-11-10T10:24:42.660Z. 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",
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"weight": 5,
"observation": "Latest primary verification succeeded.",
"points": 5
}
],
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},
{
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"weight": 10,
"assessedWeight": 10,
"points": 10,
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"id": "summary",
"label": "Useful summary blockquote",
"weight": 5,
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"points": 5
},
{
"id": "context",
"label": "Useful introductory context",
"weight": 5,
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}
],
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"assessedWeight": 100,
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"provisional": false,
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"checkedAt": "2026-11-10T10:24:43.028Z",
"attempted": true,
"status": "working",
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"url": "https://agentcasebook.net/contact",
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"checkedAt": "2026-11-10T10:24:43.028Z",
"attempted": true,
"status": "working",
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{
"url": "https://agentcasebook.net/topics/personal",
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"checkedAt": "2026-11-10T10:24:43.028Z",
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"status": "working",
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"checkedAt": "2026-11-10T10:24:43.028Z",
"attempted": true,
"status": "working",
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"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 17 unique links, not the entire website."
]
},
"updatedAt": "2026-11-10T10:24:45.194Z"
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1 H1 heading(s); starts with H1: yes.
H2 with content: yes; no heading-level jumps: yes.
17 valid link occurrence(s) inside Markdown lists.
44 unique heading(s) out of 44; code examples are excluded.
Resolvable HTTP(S) link syntax: 5/5. Unique documentation destinations: 5/5. Descriptive link labels: 2.5/2.5. Context beside file links: 2.5/2.5. Sampled destination accessibility: 10/10.
17 valid URL occurrence(s), 0 malformed, unsupported or unresolved.
17 unique destination(s) from 17 valid occurrence(s).
17 of 17 unique links have non-placeholder labels. This is a text heuristic, not a semantic guarantee.
17 of 17 unique links have notes beside a Markdown list link.
5 of 17 destinations sampled: 5 working, 0 confirmed 404/410, 0 unknown. Only working and confirmed-broken results enter this fraction.
Age of last successful verification: 10/10. Latest primary check succeeded: 5/5.
Last success: 2026-11-10T10:24:42.660Z. Full points through day 8 (7-day schedule plus 1-day grace), 60% through day 30, 20% thereafter or for an unknown date.
Latest primary verification succeeded.
Useful summary blockquote: 5/5. Useful introductory context: 5/5.
A blockquote before the first H2 with at least 20 non-whitespace characters and no placeholder-only text.
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.
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Component colors use earned points ÷ assessed points. Unmeasured checks are excluded from the assessed maximum. Model v2.0. Calculated 2026-11-10 10:24:45 UTC.
5 of 17 unique destinations checked: 5 working, 0 confirmed broken, 0 unknown. We check up to five destinations, not every page. A successful HTTP response does not prove that a page is relevant or factually correct.
Sample checked: 2026-11-10 10:24:43 UTC · Source snapshot: 3ec7a3392ca8
Destination responded successfully
Destination responded successfully
Destination responded successfully
Last verified: 2026-11-10.
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 17 unique links, not the entire website.
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Destination responded successfully
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