jaaaackieLai
- 5 skills
- 0 followers
- 1 week ago last updated
- ▌ Paper · jaaaackielai bundleTransform research papers and their code repositories into high-quality reusable skills through multi-agent council deliberation. Three specialist analysts independently examine the paper and code, then anonymously peer-review each other's work, and a chairman synthesizes the best content into structured skill files. Use when users want to package a paper with its implementation code, create a reference guide for a specific paper, or build a skill that captures a paper's problem, solution, and contributions. Triggers include requests like "package this paper as a skill", "create a skill from paper X and its code", or "analyze paper and code to make a reusable reference".
- ▌ Autoresearch · jaaaackielai bundleRun autonomous deep learning experiments in a loop: modify code, train with fixed time budget, evaluate against a single metric, keep or discard, repeat indefinitely. Use when setting up overnight autonomous research, running hyperparameter sweeps, architecture search, or any iterative experiment loop on a single GPU. Triggers include 'run autoresearch', 'autonomous experiments', 'experiment loop', or 'overnight training'.
- ▌ Continuous Learning · jaaaackielai bundleHelp Claude learn and remember your preferences, coding patterns, and workflows across sessions. Use when the user says things like "learn my preferences", "remember how I work", "track my patterns", "adapt to my style", "set up continuous learning", or wants Claude to automatically improve based on their usage. Also use when setting up observation hooks for session tracking or managing learned behaviors.
- ▌ Software Brainstorming · jaaaackielaiUse before implementing features, building components, or modifying code behavior. Explores software design requirements, architecture, and technical constraints. For research hypothesis generation or experimental design, use scientific-brainstorming instead.
- ▌ Scientific Brainstorming · jaaaackielai bundleUse when generating research hypotheses, exploring interdisciplinary connections, challenging scientific assumptions, overcoming creative blocks in research, or designing experiments before data collection. For software feature design or implementation planning, use software-brainstorming instead.