idea-tournament

Part of EvoSkills, the official skill repository for EvoScientist, providing domain-specific expertise for academic paper writing that evolves across research cycles through persistent memory.

Part of the EvoSkills repository for EvoScientist, providing domain-specific AI agent skills for scientific research including research ideation, paper planning, experiment pipelines, iterative coding, and paper writing with persistent memory across research cycles.

Part of the EvoSkills collection for EvoScientist, providing domain-specific expertise for academic research workflows including literature grounding, tournament ranking, proposal generation, paper planning, experiment execution, and paper writing through installable knowledge packs.

Part of the EvoSkills collection for EvoScientist, providing domain-specific expertise for academic research workflows including research ideation, paper planning, experiment execution and debugging, iterative code refinement, and paper writing through installable knowledge packs.

A skill for creating academic presentation slides and preparing research talks, covering narrative structure, slide design with one-idea-per-slide rules, visual hierarchy, .pptx generation, rehearsal protocols, and Q&A preparation for conferences, thesis defenses, and lab meetings.

Part of EvoSkills, the official skill repository for EvoScientist, providing domain-specific expertise for academic paper planning and research design that evolves across research cycles through persistent memory.

A structured 4-stage framework for executing research experiments -- from baseline reproduction through hyperparameter tuning, proposed method validation, and ablation study -- with attempt budgets and gate conditions that prevent wasted effort.

Provides EvoScientist with persistent research memory and a self-evolution loop, so skills and knowledge improve across research cycles instead of being reset each session.

A systematic approach to debugging and iterating on research experiments, featuring a 5-step diagnostic flow (collect failures, find working version, bridge the gap, hypothesize and verify, propose fix) and structured experiment logging for tracking runs and results.

Part of EvoSkills, the official skill repository for EvoScientist. This skill provides academic paper navigation and discovery capabilities, designed to amplify research workflows through persistent memory across research cycles.