Search
Research & Science · lingzhi227/agent-research-skills
Skills
Sort:BestMost starsTrending todayTrending this weekTrending this monthNewestRecently updatedName
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Makes each number in a LaTeX paper link back to the code line that produced it, using hypertarget and hyperlink tags and compile-time `\num` formulas. | lingzhi227/ | 390 | — | ~802 | Automated safety check: Pass | No licence | 7 mo ago |
| 2 | Writes statistical analysis code for experimental data, runs it through a four-round review, and reports effect sizes, p-values and confidence intervals. | lingzhi227/ | 390 | — | ~886 | Automated safety check: Pass | No licence | 7 mo ago |
| 3 | Plans research experiments in four progressive stages, from a first working implementation through baseline tuning and creative research to ablation studies. | lingzhi227/ | 390 | — | ~752 | Automated safety check: Pass | No licence | 7 mo ago |
| 4 | Generates publication-quality scientific figures with matplotlib or seaborn through query expansion, a run-and-retry coding loop and a visual check of the rendered PNG. | lingzhi227/ | 390 | — | ~809 | Automated safety check: Pass | No licence | 7 mo ago |
| 5 | Generates and iteratively refines research ideas for a given area, checking each one's novelty against Semantic Scholar and arXiv, and scoring it on interestingness, feasibility and novelty. | lingzhi227/ | 390 | — | ~747 | Automated safety check: Pass | No licence | 7 mo ago |
| 6 | Orchestrates a research paper from literature review through code, experiments, figures, tables, writing and review, with state passed between phases and checkpoints to resume. | lingzhi227/ | 390 | — | ~971 | Automated safety check: Pass | No licence | 7 mo ago |
| 7 | Reviews an academic paper in the NeurIPS review format with three reviewer personas, reflection rounds and averaged scores, and outputs an actionable report. | lingzhi227/ | 390 | — | ~877 | Automated safety check: Pass | No licence | 7 mo ago |
| 8 | Manage BibTeX citations for LaTeX papers. An agent skill from lingzhi227/agent-research-skills. | lingzhi227/ | 390 | — | ~894 | Automated safety check: Pass | No licence | 7 mo ago |
| 9 | Search academic literature using Semantic Scholar, arXiv, and OpenAlex APIs. | lingzhi227/ | 390 | — | ~805 | Automated safety check: Pass | No licence | 7 mo ago |
| 10 | Compile LaTeX papers to PDF with automatic error detection, chktex style checking, and citation/reference validation. | lingzhi227/ | 390 | — | ~778 | Automated safety check: Notes | No licence | 7 mo ago |
| 11 | Decompose research ideas into atomic, self-contained concepts with bidirectional math-code mapping. | lingzhi227/ | 390 | — | ~712 | Automated safety check: Pass | No licence | 7 mo ago |
| 12 | Conduct systematic academic literature reviews in 6 phases, producing structured notes, a curated paper database, and a synthesized final report. | lingzhi227/ | 390 | — | ~2.9k | Automated safety check: Pass | No licence | 7 mo ago |
| 13 | Write ML experiment code with iterative improvement. An agent skill from lingzhi227/agent-research-skills. | lingzhi227/ | 390 | — | ~774 | Automated safety check: Pass | No licence | 7 mo ago |
| 14 | Explore and analyze GitHub repositories related to a research topic. | lingzhi227/ | 390 | — | ~4.1k | Automated safety check: Pass | No licence | 7 mo ago |
| 15 | Conduct comprehensive literature reviews using multi-perspective dialogue simulation. | lingzhi227/ | 390 | — | ~847 | Automated safety check: Pass | No licence | 7 mo ago |
| 16 | Convert an ML research paper into a complete, runnable code repository. | lingzhi227/ | 390 | — | ~793 | Automated safety check: Pass | No licence | 7 mo ago |
| 17 | Design research plans and paper architectures. An agent skill from lingzhi227/agent-research-skills. | lingzhi227/ | 390 | — | ~721 | Automated safety check: Pass | No licence | 7 mo ago |
| 18 | Generate complete academic survey papers using multi-LLM parallel outline generation, RAG-based subsection writing, citation validation, and local coherence enhancement. | lingzhi227/ | 390 | — | ~741 | Automated safety check: Pass | No licence | 7 mo ago |
| 19 | Discover scientific equations from data using LLM-guided evolutionary search (LLM-SR). | lingzhi227/ | 390 | — | ~913 | Automated safety check: Pass | No licence | 7 mo ago |
| 20 | Formal mathematical reasoning for research papers — derive equations, write proofs, formalize problem settings, select statistical tests, and generate LaTeX math notation. | lingzhi227/ | 390 | — | ~639 | Automated safety check: Pass | No licence | 7 mo ago |
| 21 | Assess research idea novelty through systematic literature search. | lingzhi227/ | 390 | — | ~716 | Automated safety check: Pass | No licence | 7 mo ago |
| 22 | Revise papers based on reviewer feedback. An agent skill from lingzhi227/agent-research-skills. | lingzhi227/ | 390 | — | ~668 | Automated safety check: Pass | No licence | 7 mo ago |
| 23 | Write a specific section of an academic paper (Abstract, Introduction, Background, Related Work, Methods, Experiments, Results, Discussion/Conclusion) with section-specific guidance and two-pass… | lingzhi227/ | 390 | — | ~592 | Automated safety check: Pass | No licence | 7 mo ago |
| 24 | Write point-by-point rebuttals to reviewer comments. An agent skill from lingzhi227/agent-research-skills. | lingzhi227/ | 390 | — | ~656 | Automated safety check: Pass | No licence | 7 mo ago |
| 25 | Write Related Work sections that compare and contrast prior work with your approach. | lingzhi227/ | 390 | — | ~713 | Automated safety check: Pass | No licence | 7 mo ago |
