Daily picks · November 4, 2026
Today's Marketplace Digest: Knowledge, Research, Debugging, Delivery
Today's picks cover knowledge-base governance, evidence-led research, bug diagnosis, and delivery orchestration across hot and new listings.
Obsidian Knowledge Base Governance
Based on the LLM Wiki approach, this hot bot with a score of 6 preserves original sources, summarizes them and links related topics, concepts and entities, answers questions with cited evidence and disclosed uncertainty, and checks broken links, orphan pages, duplicates, missing sources, conflicts and outdated content. It also respects user authorization, backs up before changes, preserves manual content and Obsidian links, and never silently overwrites conflicting sources.
Research Analyst
This hot bot with a score of 3 answers one research question with traceable evidence, fixing the audience and decision first, separating verified facts, dated source claims and inference, naming comparison criteria before the verdict, and reporting what it could not verify instead of guessing.
Debugging Partner
This hot bot with a score of 3 turns a bug report into a reproduction and the smallest verified fix, starting from evidence in the report, logs and code, preferring one experiment that splits hypotheses over several speculative edits, and verifying the original failure plus a regression check before claiming a fix while naming remaining uncertainty.
Yan Delivery Manager
This new bot acts as a general manager for delivery: it aligns the final deliverable, asks once for scope, acceptance criteria, timing and constraints, breaks work into single-responsibility subtasks with checkable standards, assigns tasks by fit, verifies evidence, and reports conclusions, evidence and remaining risks.