research automation commands

22 tagged research automation, measured the same way as everything else here.

Browse within: ai-assisted-research 14github-template 14strategic-research 14Multi-Agent 6autonomous-research 6experiment-management 6

ltjed/freephdlabor

Command Claude Code

You are tasked with analyzing agent instructions from the agent's perspective to evaluate whether they have sufficient information, context, and clarity to successfully perform requested tasks.

703 3mo ago A 0 tokens original MIT

refine_agent_prompt

02

ltjed/freephdlabor

Command Claude Code

You are tasked with optimizing the multi-agent workflow by iteratively improving agent instructions to produce high-quality papers publishable at top AI conferences.

703 3mo ago A 0 tokens original MIT

audit-candidate

03

ProjectDXAI/labrat

Command Claude Code

Walk the highest-signal suspicious candidate through an implementation audit.

238 25d ago A 0 tokens original MIT

consolidate

04

ProjectDXAI/labrat

Command Claude Code

Write a compact checkpoint summary of the current frontier.

238 25d ago A 0 tokens original MIT

synthesize

05

ProjectDXAI/labrat

Command Claude Code

Synthesize what the recent evaluations mean before dispatching more work. This step closes the gap between "config sweeper" and "research agent.".

238 25d ago A 0 tokens original MIT