supervisor-tasking

Shared reference library for reviewer independence, evidence standards, meeting quality, handoff discipline, writing principles, venue checklists, and…

Convert metrics into supported claims, anomalies, and next-step decisions.

Design experiments with variables, baselines, ablations, resources, and success criteria.

Turn a broad direction into a sharp, testable research question with clear failure modes.

Build a strong literature map with baselines, gaps, and concrete research opportunities.

Student overlay for prepare, challenge, and response behavior in meetings.

Draft paper sections that stay aligned with the actual evidence and do not overclaim.

Shared Research task board protocol for task state, review gates, artifact linkage, and escalation.

Shared group-meeting protocol covering phases, artifact locations, and readiness rules.

Supervisor overlay for calling, steering, and closing meetings.

Shared handoff protocol for cross-agent requests, artifact transfer, blockers, and escalation.

Execute experiments reproducibly and publish usable results instead of private logs.