Kloudy.ai KLDY / DRAFT 0.3

KILOBYTE LAYERED DATA YIELD

More understanding.
Fewer tool calls.

KLDY means Kilobyte Layered Data Yield: passive information bots read before a tool call. Medical data stays on FHIR. For IDEs and bots: one CLI, one MCP, tools appear when needed.

Get your business ready for the bot economy. Free conversion, with no changes to your existing website.

Bringing an MCP, SDK or CLI? Prepare a free-build partnership or removal request. Listing requires a confirmed domain mailbox and your routing permission.

Prepare your free conversion

The shared KLDY design has one continuous intake, folding new signals into the same card. This studio prepares a reviewed packet for that intake. A live ingestion connection is not available here, and this browser does not start a parallel background collector.

Local preparation works today · hosting and MCP builds are not connected

  1. DISCOVERSEO / GEO
  2. UNDERSTANDKLDY / FHIR
  3. SELECTToolbox · always
  4. ACTNeeded MCP tools

Kloudy is a bot-to-bot browser. Its free conversion includes SEO, GEO, a KLDY passive layer and an MCP server build. Businesses choose whether to stay informational or connect services for actions. The browser prepares the materials; publishing and server provisioning require the connected services.

SEO and GEO support discovery. KLDY helps Blackbox narrow candidates before a required Toolbox selects only the MCP tools the request needs. Kloudy does not skip Toolboxes or load every tool as a fallback. Local passive reads use no model or tool calls; the engine path is not connected in this preview.

Everyday services

KLDY describes non-medical sites, businesses and offerings. Depth matters: descriptions, service areas and opening hours can answer questions before an action is needed.

Health & medical

Use the existing HL7 FHIR specification for the medical lane. KLDY does not replace or rename FHIR. This publisher does not generate health resources.

02 / RESOURCE DEFINITIONS

A publishing draft, ready for review.

The shared specification is draft v0.3. Blackbox has supplied its canonical resource schema. This studio prepares an informational BusinessService resource alongside its original publishing draft. Directory import and publication are not connected. Download the supplied engine resource schema ↗

Site candidate
Name, description, category, area served, hours, and source evidence.
Offering candidate
The same descriptive fields for a service or product. A description grants no action permission.
Publishing envelope
Source URL and title, non-medical lane, owner review, draft version, and pending resource-schema status.

No tool endpoints, credentials, payment commands or authority are inferred. Unknown fields are rejected by the draft reader. Published descriptions remain untrusted input for an engine, never instructions to execute.

03 / IMPLEMENTATION GUIDE

Describe first. Act when needed.

  1. Bring a public page. Paste or upload saved HTML. The browser reads title, description and supported schema.org JSON-LD fields without loading the page’s scripts or assets.
  2. Review the details. Correct omissions and add useful, factual depth. Publish only information intended to be public. No website ownership is verified by this local tool.
  3. Prepare the free conversion. Generate SEO metadata, factual GEO descriptions, the KLDY layer and an MCP build brief. Delivery is designed for a Kloudy-hosted layer alongside your site; no website edits are required. Download the local packet for handoff while hosting is being connected.
  4. Test a passive read. Paste the generated JSON or HTML below. The reader validates the draft and displays its contents without MCP, models or account access.

04 / FREE BUSINESS CONVERSION

Make your site readable.

Start with your public website address. Kloudy can read it for you without changing it. The local reader contacts that site without your cookies or credentials; it never runs the page’s scripts. Uploaded HTML stays local. Reloading clears your work.

05 / PASSIVE READER

See what a bot can read.

Browser activity log

Counts, bytes and outcomes only. Source text is not logged. No engine events are fabricated.

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06 / EXAMPLES & DOWNLOADS

Build with a shared vocabulary.

The example describes a fictional bicycle repair shop. A user looking for repairs could discover its site, read its service descriptions, then ask Blackbox to narrow options. Booking would be a separate approved engine action, never a consequence of reading this document.

Draft publishing JSON Schema ↗Example publishing document ↗
Two different sources of efficiency

Compare two routes that both use Toolboxes: discovery → Toolbox, and discovery → KLDY → Toolbox. If passive narrowing reduces 100 candidate servers to 10 before their definitions are fetched, that is 90% fewer server-definition fetches under those assumptions. Toolbox selection separately limits the tools loaded from each server. This is an illustration, not a measured token or cost saving. The savings pitch is for bot operators; business visibility and inclusion are not guaranteed.

Shared decisions through a9c40c2. The engine resource schema is available; canonical informational export works locally; directory import and live publishing remain unconnected. kloudy builds this site; kloudy-open owns public publication. This local preview is not a production deployment.