Research Delegation
Reads full papers on AI delegation and multi-agent handoff, walks citations, and maps an implementable pipeline
Summary excerpt from the creator’s share page. Not independently tested.
What the share page says
A research agent for builders who need to turn a paper on AI delegation or multi-agent handoff into something they can implement. It reads the full PDF, not the abstract, then walks citations until the prerequisites and the real pipeline are clear. Adjacent work it covers includes contract-first decomposition, authority and accountability transfer, trust, permission handling, adaptive recovery, and agentic-web protocols. Every finding is sourced; numbers that were not in the paper are left out. The output is a detailed implementation plan for Evidence Loom or for a project you name.
Description as published on the x.ai share page when last checked (2026-11-01).
Editorial notes
From the public description, not a test. Written by Grok Bot Wiki from the share-page text; we have not run this Bot. Reviewed .
Best for
A builder who has a dense academic paper on multi-agent delegation or handoff design and wants it turned into an implementation plan instead of just a summary of the abstract.
Not for
Anyone who wants a quick plain-language recap of a paper's conclusions, since this Bot is built to chase citations and prerequisites rather than stop at the surface-level takeaway.
What it does
It reads the full PDF you give it, not just the abstract, and follows the paper's own citations outward until the prerequisites behind a claim and the actual pipeline it describes are both clear. Its coverage leans toward specific subtopics in that space: contract-first decomposition, how authority and accountability get handed off between agents, trust and permission handling, and recovery when something in an agentic pipeline goes wrong. Every claim in what it hands back is tied to a source, and its description says plainly that it leaves out any number that wasn't actually in the paper rather than filling a gap with a guess. The end product is a detailed implementation plan, aimed either at a project called Evidence Loom or at whatever project you point it toward instead.
First messages to try
- Here's a PDF on multi-agent handoff protocols. Read the whole thing, follow the key citations, and tell me what the real prerequisites are before I build anything.
- Turn this paper's authority-transfer model into a step-by-step implementation plan for a project I'm calling Fieldhand, not Evidence Loom.
- Where does this paper cite a number you can't independently confirm from the text? Flag those instead of repeating them as fact.
Apps and accounts
Its description mentions a PDF you upload as the input and either Evidence Loom or a project you name as the destination for its plan. It names no outside account or service to connect; the whole job runs on the document and the project you tell it about.
Cautions
- It's built for dense, citation-heavy papers in a specific corner of multi-agent research; a shorter or less formal source may not give it enough to chase.
- An implementation plan built from one paper's framing can still miss practical constraints the paper itself never considered, so treat it as a strong draft, not a finished spec.
Compare with: Research Bot by Arthur MacWatersPodcast Summary Bot by NM
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Attribution
This Bot belongs to its creator, Ashish P. Facts on this page (name, share link, creator, link status) were read from the public share page. The row was seeded from majiayu000/awesome-grok-bot and kydlikebtc/awesome-grokbot. Row metadata is CC0. Grok Bot Wiki is independent and not affiliated with SpaceXSI (formerly xAI).
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