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Python · Reproducible research
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Generates result-evidence contracts, tables and runnable q1 to q3 modeling code scaffolds for a math modeling paper from a model route, a data plan and cleaned data. | yushui2022/ | 454 | — | ~1.4k | Automated safety check: Pass | MIT | 4 days ago |
| 2 | Plans and audits runs of the HypoGeniC and HypoRefine packages, which propose hypotheses from labeled text datasets, with local checks before any model call. | K-Dense-AI/ | 48k | 1 repo | ~3.6k | Automated safety check: Notes | MIT | 6 days ago |
| 3 | 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 |
| 4 | Runs systematic, scoping or narrative literature reviews across PubMed, arXiv, bioRxiv and Semantic Scholar, with citation checks and Markdown or PDF output. | K-Dense-AI/ | 48k | 1 repo | ~3.2k | Automated safety check: Notes | MIT | 6 days ago |
| 5 | Sets up and maintains AzureML-ready Python projects as uv workspaces with devcontainers, a Makefile and job YAML, so local runs match cloud jobs and experiments stay reproducible. | Kilo-Org/ | 190 | — | ~3.1k | Automated safety check: Notes | MIT | 12 days ago |
| 6 | Manages biological datasets with LaminDB: versioned artifacts, run lineage, ontology-based annotation, schema validation and links to workflow managers and ML tools. | davila7/ | 33k | 12 repos | ~3.6k | Automated safety check: Pass | MIT | today |
| 7 | Test quality assurance workflow for LeetCode problems - verifies reproducibility, fixes linting issues, and ensures test structure matches JSON templates. | wislertt/ | 142 | — | ~2.9k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 8 | Latch platform for bioinformatics workflows. An agent skill from davila7/claude-code-templates. | davila7/ | 33k | 11 repos | ~2.4k | Automated safety check: Pass | MIT | today |
| 9 | 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 |
| 10 | Builds, registers, debugs, and operates bioinformatics workflows on Latch using the Python SDK, CLI, Latch Data and Registry, Nextflow, Snakemake, programmatic execution, and Latch MCP. | K-Dense-AI/ | 48k | 1 repo | ~2.5k | Automated safety check: Notes | MIT | 6 days ago |
| 11 | Builds the code for a frozen research experiment test-first, with leakage controls, seed handling and saved evidence so results can be rerun and audited. | Light0305/ | 640 | — | ~2.3k | Automated safety check: Pass | MIT | 3 mo ago |
| 12 | Research computing toolkit for optoelectronic information science and engineering, MATLAB/Octave, Python scientific analysis, signal processing, image processing, statistics, simulation… | zLanqing/ | 4.7k | — | ~1.2k | Automated safety check: Pass | MIT | 5 mo ago |
| 13 | Queries myvariant.info BioThings aggregator for ClinVar, gnomAD, dbSNP, dbNSFP, COSMIC, CADD, and CIViC annotations in batched, version-tracked requests. | GPTomics/ | 1.2k | 2 repos | ~4.7k | Automated safety check: Pass | MIT | 1 mo ago |
| 14 | Enforce the replication-protocol.md rule by cross-checking numeric claims in a manuscript against the actual R / Stata / Python outputs. | pedrohcgs/ | 1.7k | — | ~6.4k | Automated safety check: Notes | MIT | 13 days ago |
| 15 | Controls error rates across thousands of simultaneous tests in genomics discovery using false-discovery-rate methods (Benjamini-Hochberg 1995; Benjamini-Yekutieli 2001 for arbitrary dependence… | GPTomics/ | 1.2k | 1 repo | ~3.5k | Automated safety check: Pass | MIT | 1 mo ago |
| 16 | Extracts cfDNA fragmentomics features (DELFI genome-wide short/long ratios, WPS nucleosome positioning, Griffin GC-corrected accessibility profiles, end-motifs/MDS, OCF) for cancer detection and… | GPTomics/ | 1.2k | 1 repo | ~4.3k | Automated safety check: Pass | MIT | 1 mo ago |
| 17 | Authors reproducible bioinformatics pipelines with Snakemake - rules wired by output-file pattern, wildcards and expand() for sample fan-out, checkpoints for runtime-unknown outputs, resource/retry… | GPTomics/ | 1.2k | 1 repo | ~4.9k | Automated safety check: Pass | MIT | 1 mo ago |
| 18 | Maps between gene identifier systems (Ensembl, Entrez, HGNC symbol, UniProt, RefSeq, MANE) using AnnotationDbi, biomaRt, mygene, pyensembl, and Ensembl REST. | GPTomics/ | 1.2k | 1 repo | ~6.4k | Automated safety check: Pass | MIT | 1 mo ago |
| 19 | Compares Hi-C contact maps between conditions across the right scale -- differential bin-pair contacts (multiHiCcompare, diffHic), differential A/B compartments (dcHiC), differential TAD boundaries… | GPTomics/ | 1.2k | 1 repo | ~5.5k | Automated safety check: Pass | MIT | 1 mo ago |
| 20 | Validate the replication package for the sewage-house-prices project. | brycewang-stanford/ | 4.6k | — | ~984 | Automated safety check: Notes | Unknown | 5 days ago |
| 21 | Scaffold a new research project with full reproducibility infrastructure in R and/or Python. | brycewang-stanford/ | 4.6k | — | ~839 | Automated safety check: Pass | Unknown | 5 days ago |
| 22 | Reproducible Python environments, notebooks, and literate programming | wentorai/ | 298 | 1 repo | ~2.2k | Automated safety check: Pass | MIT | 3 mo ago |
| 23 | Automate repetitive research tasks with pipelines, schedulers, and scripting | wentorai/ | 298 | 1 repo | ~1.9k | Automated safety check: Pass | MIT | 3 mo ago |