Open your AI conversation and use its file-upload control to attach the download. Downloading does not install anything or connect your account.
For a smaller file, open a collection and choose “Use with AI”.
3. Describe your situation
Add this note, then describe your task and what a useful answer should help you decide or do.
Check for updates
A download does not update itself. Keep its sources and limits with the answer, and check the website for corrections or a newer version.
About the data
Connections and evidence
The graph links methods to collections, sources and website pages. Each evidence link says whether a source supports, challenges, limits or adds context to a claim; a citation alone is not proof.
Public JSON for software and AI assistants: definitions, topic directories, exact collection membership and scoped evidence connections. These files describe the current website; check edition details and reuse conditions before using them.
A JSON graph connecting public Vedokrok methods, collections, sources and evidence with website articles, topics and task-specific workflows. References do not imply support. Read the methods’ limits and reuse conditions before use.
Every pair of public collections, with exact shared idea IDs and counts of unique ideas on each side. Includes disjoint pairs; overlap does not measure quality or usefulness.
Changes between recorded data editions: definitions, collection membership and connections. Dates identify observations or checkpoints; deployment is checked separately.
If your assistant supports MCP, connect it to https://vedokrok.com/mcp. It can search and fetch the whole selected public release with item versions, sources and limits.
The public MCP surface is read-only, unauthenticated and stateless. It does not provide autonomous account access. There is no separate general-purpose hosted REST API.
Use procedures written for AI agents
The separate experimental agent library contains 8 collections and 32 procedures for planning, research, tool use and evaluation.
Release MHC-APUB-20261001-27d272d8. AI-agent audience only. The procedures are experimental and their effectiveness has not been benchmarked. They stay outside the human knowledge catalog and the default MCP knowledge search, and they grant no permission to use tools or accounts.
Start with a specific task
A Solution Pack selects methods for a task such as checking an AI answer or resuming interrupted work. It includes an ordered procedure, a list of methods and a required output.
