GuoCheng24

GuoCheng24/breakthrough-harness

Skill Claude CodeCodex

Run research as a breakthrough loop - parallel cheap candidate generation against an hard-to-fool scoring harness - instead of serial hand-crafted experiments. Use WHENEVER the user starts a method/algorithm research project, asks for a "breakthrough", "novel method", "beat the baseline / SOTA", or when experiments…

GuoCheng24/breakthrough-harness

Plugin Claude Code

Discipline layer for research agents: the breakthrough-loop skill from breakthrough-harness.

GuoCheng24/breakthrough-harness

Plugin Claude Code

Breakthrough-loop research discipline: hard-to-fool scoring harness + parallel cheap candidate generation, as a Claude Code skill.

GuoCheng24/breakthrough-harness

Cursor rule

Research discipline - breakthrough loop with a hard-to-fool harness.