lingzhi227
31 skills with substantive source documentation and an official publisher or observed installation demand. Read each skill’s original documentation through its card.
lingzhi227slide-generation
Convert a completed paper into presentation slides (Beamer LaTeX) or poster. Extract key figures, tables, equations, and create a narrative flow for oral presentation. Identified gap in existing tools — designed from best practices.
- instalaciones
- 2
- GitHub Stars
- 390
- Actualizado
- 27 feb
lingzhi227survey-generation
Generate complete academic survey papers using multi-LLM parallel outline generation, RAG-based subsection writing, citation validation, and local coherence enhancement. Based on AutoSurvey pipeline. Use for writing comprehensive literature surveys.
- instalaciones
- 2
- GitHub Stars
- 390
- Actualizado
- 27 feb
lingzhi227symbolic-equation
Discover scientific equations from data using LLM-guided evolutionary search (LLM-SR). Multi-island algorithm with softmax-based cluster sampling, island reset, and LLM-proposed equation mutations. Use for symbolic regression and equation discovery.
- instalaciones
- 2
- GitHub Stars
- 390
- Actualizado
- 27 feb
lingzhi227table-generation
Generate publication-quality LaTeX tables from experimental results. Convert JSON/CSV data to booktabs-styled tables with bold best results, multi-row layouts, and proper captions. Use when creating result tables, comparison tables, or ablation tables for papers.
- instalaciones
- 2
- GitHub Stars
- 390
- Actualizado
- 27 feb
lingzhi227experiment-code
Write ML experiment code with iterative improvement. Generate training/evaluation pipelines, debug errors, and optimize results through code reflection. Use when implementing experiments for a research paper.
- instalaciones
- 1
- GitHub Stars
- 420
- Actualizado
- 27 feb
lingzhi227literature-review
Conduct comprehensive literature reviews using multi-perspective dialogue simulation. Generate diverse expert personas, conduct grounded Q&A conversations, and synthesize findings into structured knowledge. Use when starting a new research project or writing a survey section.
- instalaciones
- 1
- GitHub Stars
- 414
- Actualizado
- 27 feb
lingzhi227paper-assembly
Orchestrate the full paper pipeline end-to-end. Manage state propagation between phases (literature → plan → code → experiments → figures → tables → writing → review), support checkpointing and resumption. Use for assembling a complete paper from components.
- instalaciones
- 1
- GitHub Stars
- 420
- Actualizado
- 27 feb