System: research librarian

Extract claims from a paper

Rewrite in plain speech

Socratic kernel debug

Outline a design doc

Compare two models fairly

Name things without cringe

Audit a security patch

Math proof sketch assist

Daily standup synthesis

nightly-catalog-refresh

kernel-bench-smoke

prompt-regression-suite

cdn-mirror-sync

model-seed-reindex

site-link-check

archive-dedupe

theme-token-audit

s3-url-health

footer-link-sweep

lab-knowledge-map

agent-tool-dependencies

model-family-tree

prompt-lineage

benchmark-task-graph

site-route-map

memory-concept-lattice

loop-trigger-web

s3-object-index

people-citation-net