GitHub user
Agent skills by lingzhi227
- skills
- 31
- repository
- 1
Repositories by lingzhi227
Skills by lingzhi227, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | 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/ | 383 | — | ~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/ | 383 | — | ~886 | Automated safety check: Pass | No licence | 7 mo ago |
| 3 | Draws and refines Excalidraw diagrams on a live canvas through MCP tools or a REST API, with screenshots, file import and export, snapshots and Mermaid conversion. | lingzhi227/ | 383 | — | ~3.8k | Automated safety check: Pass | No licence | 7 mo ago |
| 4 | Plans research experiments in four progressive stages, from a first working implementation through baseline tuning and creative research to ablation studies. | lingzhi227/ | 383 | — | ~752 | Automated safety check: Pass | No licence | 7 mo ago |
| 5 | 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/ | 383 | — | ~809 | Automated safety check: Pass | No licence | 7 mo ago |
| 6 | 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/ | 383 | — | ~747 | Automated safety check: Pass | No licence | 7 mo ago |
| 7 | Sets up conference-specific LaTeX paper templates, checks a draft for formatting and submission issues, and auto-fixes common problems for venues like ICML, ICLR, NeurIPS, AAAI and ACL. | lingzhi227/ | 383 | — | ~603 | Automated safety check: Pass | No licence | 7 mo ago |
| 8 | 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/ | 383 | — | ~971 | Automated safety check: Pass | No licence | 7 mo ago |
| 9 | Reviews an academic paper in the NeurIPS review format with three reviewer personas, reflection rounds and averaged scores, and outputs an actionable report. | lingzhi227/ | 383 | — | ~877 | Automated safety check: Pass | No licence | 7 mo ago |
| 10 | Generate publication-quality LaTeX tables from experimental results. | lingzhi227/ | 383 | — | ~765 | Automated safety check: Pass | No licence | 7 mo ago |
| 11 | Manage BibTeX citations for LaTeX papers. An agent skill from lingzhi227/agent-research-skills. | lingzhi227/ | 383 | — | ~894 | Automated safety check: Pass | No licence | 7 mo ago |
| 12 | Search academic literature using Semantic Scholar, arXiv, and OpenAlex APIs. | lingzhi227/ | 383 | — | ~805 | Automated safety check: Pass | No licence | 7 mo ago |
| 13 | Compile LaTeX papers to PDF with automatic error detection, chktex style checking, and citation/reference validation. | lingzhi227/ | 383 | — | ~778 | Automated safety check: Notes | No licence | 7 mo ago |
| 14 | Design algorithms with LaTeX pseudocode and UML diagrams. An agent skill from lingzhi227/agent-research-skills. | lingzhi227/ | 383 | — | ~594 | Automated safety check: Pass | No licence | 7 mo ago |
| 15 | Decompose research ideas into atomic, self-contained concepts with bidirectional math-code mapping. | lingzhi227/ | 383 | — | ~712 | Automated safety check: Pass | No licence | 7 mo ago |
| 16 | Debug experiment code with structured error analysis. An agent skill from lingzhi227/agent-research-skills. | lingzhi227/ | 383 | — | ~672 | Automated safety check: Pass | No licence | 7 mo ago |
| 17 | Conduct systematic academic literature reviews in 6 phases, producing structured notes, a curated paper database, and a synthesized final report. | lingzhi227/ | 383 | — | ~2.9k | Automated safety check: Pass | No licence | 7 mo ago |
| 18 | Write ML experiment code with iterative improvement. An agent skill from lingzhi227/agent-research-skills. | lingzhi227/ | 383 | — | ~774 | Automated safety check: Pass | No licence | 7 mo ago |
| 19 | Explore and analyze GitHub repositories related to a research topic. | lingzhi227/ | 383 | — | ~4.1k | Automated safety check: Pass | No licence | 7 mo ago |
| 20 | Conduct comprehensive literature reviews using multi-perspective dialogue simulation. | lingzhi227/ | 383 | — | ~847 | Automated safety check: Pass | No licence | 7 mo ago |
| 21 | Convert an ML research paper into a complete, runnable code repository. | lingzhi227/ | 383 | — | ~793 | Automated safety check: Pass | No licence | 7 mo ago |
| 22 | Design research plans and paper architectures. An agent skill from lingzhi227/agent-research-skills. | lingzhi227/ | 383 | — | ~721 | Automated safety check: Pass | No licence | 7 mo ago |
| 23 | Convert a completed paper into presentation slides (Beamer LaTeX) or poster. | lingzhi227/ | 383 | — | ~863 | Automated safety check: Pass | No licence | 7 mo ago |
| 24 | Generate complete academic survey papers using multi-LLM parallel outline generation, RAG-based subsection writing, citation validation, and local coherence enhancement. | lingzhi227/ | 383 | — | ~741 | Automated safety check: Pass | No licence | 7 mo ago |
| 25 | Discover scientific equations from data using LLM-guided evolutionary search (LLM-SR). | lingzhi227/ | 383 | — | ~913 | Automated safety check: Pass | No licence | 7 mo ago |
| 26 | Formal mathematical reasoning for research papers — derive equations, write proofs, formalize problem settings, select statistical tests, and generate LaTeX math notation. | lingzhi227/ | 383 | — | ~639 | Automated safety check: Pass | No licence | 7 mo ago |
| 27 | Assess research idea novelty through systematic literature search. | lingzhi227/ | 383 | — | ~716 | Automated safety check: Pass | No licence | 7 mo ago |
| 28 | Revise papers based on reviewer feedback. An agent skill from lingzhi227/agent-research-skills. | lingzhi227/ | 383 | — | ~668 | Automated safety check: Pass | No licence | 7 mo ago |
| 29 | 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/ | 383 | — | ~592 | Automated safety check: Pass | No licence | 7 mo ago |
| 30 | Write point-by-point rebuttals to reviewer comments. An agent skill from lingzhi227/agent-research-skills. | lingzhi227/ | 383 | — | ~656 | Automated safety check: Pass | No licence | 7 mo ago |
| 31 | Write Related Work sections that compare and contrast prior work with your approach. | lingzhi227/ | 383 | — | ~713 | Automated safety check: Pass | No licence | 7 mo ago |
Questions, answered from the data.
What is the best skill by lingzhi227?
Backward Traceability from lingzhi227/agent-research-skills ranks first of the 31 skills by lingzhi227 listed here, with the highest score: its repository has 383 GitHub stars, its SKILL.md loads about 802 tokens and it passes the automated safety check with no findings. Next come Statistical Data Analysis and Excalidraw Canvas Toolkit.
Are lingzhi227's skills official?
None yet. All 31 skills by lingzhi227 listed here come from community repositories; a skill counts as official when the product's own GitHub organization publishes it.
How are these skills ranked?
By Skill Navigator score, which combines the GitHub stars of the skill's repository (shared across that repo's skills and discounted for large collections), how many other GitHub owners carry a copy of the skill, and automated SKILL.md quality checks, minus penalties for safety-check warnings and for each further skill from the same repository. Skills that fail the safety check are not listed.