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Python agent skills, page 64
Python skills, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 3025 | Assess SSL/TLS server configurations using the sslyze Python scanning library to evaluate supported protocol versions, cipher suite strength, certificate chain validation, HSTS enforcement, OCSP… | mukul975/ | 34k | — | ~597 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 3026 | Use YARA pattern-matching rules to hunt for malware, suspicious files, and indicators of compromise across filesystems and memory dumps. | mukul975/ | 34k | — | ~3.5k | Automated safety check: Notes | Apache-2.0 | 1 mo ago |
| 3027 | Neo4j Python Driver v6 — driver lifecycle, executequery, managed and explicit transactions, async (AsyncGraphDatabase), result handling, data type mapping, error handling, UNWIND batching… | neo4j-contrib/ | 114 | — | ~4.1k | Automated safety check: Notes | MIT | 2 days ago |
| 3028 | 3028.Dcf Model Build discounted cash flow valuation workbooks in Excel. An agent skill from Luciole-Studio/Misaka-Agent. | Luciole-Studio/ | 171 | 2 repos | ~12k | Automated safety check: Pass | Apache-2.0 | 3 days ago |
| 3029 | 3029.Differential Audit Compare two implementations of the same thing — a port (R↔Python↔Stata), a reimplementation, a replication package, a refactor, or a new version against the old — so that agreement means something. | pedrohcgs/ | 1.7k | — | ~1.6k | Automated safety check: Notes | MIT | 13 days ago |
| 3030 | 3030.Code Changelog AI가 만든 모든 코드 변경사항을 reviews 폴더에 기록하고 간단한 HTML 뷰어로 웹 브라우저에서 실시간 확인할 수 있습니다. | bear2u/ | 932 | — | ~1.7k | Automated safety check: Pass | No licence | 3 mo ago |
| 3031 | Setting up Python environments for Streamlit apps. An agent skill from iusztinpaul/designing-real-world-ai-agents-workshop. | iusztinpaul/ | 512 | — | ~787 | Automated safety check: Pass | Apache-2.0 | 4 mo ago |
| 3032 | 3032.Clean Functions A skill your agent uses when writing, fixing, editing, or refactoring Python functions. | ertugrul-dmr/ | 197 | — | ~450 | Automated safety check: Pass | MIT | 5 mo ago |
| 3033 | 3033.Seedance Video Generate AI videos using ByteDance Seedance. An agent skill from freestylefly/canghe-skills. | freestylefly/ | 461 | — | ~3.6k | Automated safety check: Pass | Apache-2.0 | 4 mo ago |
| 3034 | 3034.Ovito Use OVITO or the OVITO Python module for atomistic visualization and analysis of structures and trajectories, including rendering, common-neighbor/PTM structure classification, coordination/RDF… | JCLiuGroup/ | 148 | 1 repo | ~702 | Automated safety check: Pass | Unknown | 14 days ago |
| 3035 | 3035.Pydantic AI PydanticAI — Typed AI Agents in Python workflow skill. An agent skill from diegosouzapw/awesome-omni-skills. | diegosouzapw/ | 159 | — | ~3.2k | Automated safety check: Pass | MIT | 3 mo ago |
| 3036 | 3036.Linkedin Job Scraper Scrapes LinkedIn job postings using the JobSpy library (python-jobspy). | gooseworks-ai/ | 1.2k | 1 repo | ~1.4k | Automated safety check: Pass | MIT | 2 days ago |
| 3037 | 3037.Developer Hub Start here for Python, wxPython, desktop app, NVDA add-on and accessibility tooling work. | Community-Access/ | 423 | — | ~845 | Automated safety check: Pass | MIT | 18 days ago |
| 3038 | 3038.Cnki Crawler Crawl CNKI journal paper metadata with the local Python crawler and save to PostgreSQL. | Drchronx/ | 139 | — | ~1.4k | Automated safety check: Notes | Unknown | 4 mo ago |
| 3039 | 3039.Sqlite Ops Patterns for SQLite databases in Python projects - state management, caching, and async operations. | aiskillstore/ | 433 | 1 repo | ~578 | Automated safety check: Notes | MIT | yesterday |
| 3040 | Use as the lead skill when Python tests must expose scheduler/interleaving bugs in asyncio, threading, queues, workers, databases, caches, or mixed-concurrency code | dzhalaevd/ | 135 | — | ~3.3k | Automated safety check: Pass | Apache-2.0 | 8 days ago |
| 3041 | 3041.Deep Lint The heavy, infrequent (~monthly) maintenance pass for the wiki — a superset of lint. | HurricaHjz/ | 123 | — | ~9.5k | Automated safety check: Pass | MIT | 9 days ago |
| 3042 | 3042.Remote Compute Ssh Submit recoverable SSH-direct research Runs with live progress cards and model-free monitoring. | xuzhougeng/ | 1k | — | ~2.6k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 3043 | 3043.Security Guidance PreToolUse security-anti-pattern hook for Claude Code. An agent skill from alirezarezvani/claude-skills. | alirezarezvani/ | 28k | — | ~1.9k | Automated safety check: Pass | MIT | 1 mo ago |
| 3044 | A skill your agent uses for web scraping, crawling, document extraction, API parsing, or building validation-heavy data pipelines using Firecrawl or local Python scripts. | alirezarezvani/ | 28k | — | ~1.1k | Automated safety check: Pass | MIT | 1 mo ago |
| 3045 | 3045.Volcano Plot Script Generate R/Python code for volcano plots from DEG (Differentially Expressed Genes) analysis results. | aipoch/ | 1.9k | — | ~2.5k | Automated safety check: Pass | MIT | 24 days ago |
| 3046 | Build LangChain (Python) tools using Claude Code's fail-closed design pattern — unified name/schema/security/execution in one class, with automatic three-layer execution (validate → permission →… | simbajigege/ | 183 | — | ~2.3k | Automated safety check: Pass | MIT | 1 mo ago |
| 3047 | 3047.Qv SDK Update Models Regenerates SDK model constants from the live QVAC registry and opens a [mod] PR. | tetherto/ | 685 | — | ~2.8k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 3048 | 3048.Building Clis Build professional command-line interfaces in Python, Go, and Rust using modern frameworks like Typer, Cobra, and clap. | ancoleman/ | 525 | — | ~3.2k | Automated safety check: Pass | MIT | 10 mo ago |
| 3049 | 3049.Debugging Techniques Debugging workflows for Python (pdb, debugpy), Go (delve), Rust (lldb), and Node.js, including container debugging (kubectl debug, ephemeral containers) and production-safe debugging techniques with… | ancoleman/ | 525 | — | ~3.3k | Automated safety check: Pass | MIT | 10 mo ago |
| 3050 | Generate comprehensive technical documentation including API docs (OpenAPI/Swagger), code documentation (TypeDoc/Sphinx), documentation sites (Docusaurus/MkDocs), Architecture Decision Records… | ancoleman/ | 525 | — | ~3k | Automated safety check: Pass | MIT | 10 mo ago |
| 3051 | 3051.Testing Strategies Strategic guidance for choosing and implementing testing approaches across the test pyramid. | ancoleman/ | 525 | — | ~3.8k | Automated safety check: Pass | MIT | 10 mo ago |
| 3052 | 3052.RAG Skills RAG-specific best practices for LlamaIndex, ChromaDB, and Celery workers. | llama-farm/ | 836 | — | ~1.3k | Automated safety check: Pass | Apache-2.0 | 4 mo ago |
| 3053 | 3053.Runtime Skills Universal Runtime best practices for PyTorch inference, Transformers models, and FastAPI serving. | llama-farm/ | 836 | — | ~1.3k | Automated safety check: Pass | Apache-2.0 | 4 mo ago |
| 3054 | 3054.Python Skills Shared Python best practices for LlamaFarm. An agent skill from llama-farm/llamafarm. | llama-farm/ | 836 | — | ~1.2k | Automated safety check: Notes | Apache-2.0 | 4 mo ago |
| 3055 | 3055.Server Skills Server-specific best practices for FastAPI, Celery, and Pydantic. | llama-farm/ | 836 | — | ~1.3k | Automated safety check: Notes | Apache-2.0 | 4 mo ago |
| 3056 | Sequence-based deep learning for ATAC-seq using chromBPNet, BPNet, scBasset, or Enformer. | GPTomics/ | 1.2k | 2 repos | ~5k | Automated safety check: Pass | MIT | 1 mo ago |
| 3057 | Map nucleosome center positions, occupancy, and fuzziness from ATAC-seq fragment-size patterns using NucleoATAC, ATACseqQC, DANPOS3, or scprinter. | GPTomics/ | 1.2k | 2 repos | ~4.9k | Automated safety check: Pass | MIT | 1 mo ago |
| 3058 | 3058.Bio Biomart Queries Bulk-query Ensembl BioMart (and other BioMart instances) for cross-database ID mapping, gene/transcript/exon coordinates, and ortholog tables. | GPTomics/ | 1.2k | 2 repos | ~3.2k | Automated safety check: Pass | MIT | 1 mo ago |
| 3059 | Annotates ChIP-seq peaks to genomic features, nearest genes, ENCODE candidate cis-regulatory elements (cCREs), and regulatory domains. | GPTomics/ | 1.2k | 2 repos | ~4.6k | Automated safety check: Pass | MIT | 1 mo ago |
| 3060 | Identifies super-enhancers from H3K27ac, MED1, or BRD4 ChIP-seq using ROSE, ROSE2, LILY, HOMER -style super, and ENCODE dELS cross-referencing. | GPTomics/ | 1.2k | 2 repos | ~4.1k | Automated safety check: Pass | MIT | 1 mo ago |
| 3061 | 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 |
| 3062 | Predict RBP binding from RNA sequence using deep learning models (RBPNet sequence-to-signal, RNAProt RNN, GraphProt2 GCN with structure, DeepCLIP, DeepRiPe multi-modal CNN) for variant-effect… | GPTomics/ | 1.2k | 2 repos | ~4.7k | Automated safety check: Pass | MIT | 1 mo ago |
| 3063 | Annotate copy number variant segments with overlapping genes, dosage-sensitivity scores, cancer driver databases, population frequencies, and clinical-variant content. | GPTomics/ | 1.2k | 2 repos | ~3.4k | Automated safety check: Pass | MIT | 1 mo ago |
| 3064 | Detect somatic and germline copy number variants from targeted, exome, and whole-genome sequencing with CNVkit, a read-depth caller that combines on-target and off-target (antitarget) coverage. | GPTomics/ | 1.2k | 2 repos | ~4.1k | Automated safety check: Pass | MIT | 1 mo ago |
| 3065 | Normalize read-depth copy-ratio profiles and segment them into copy-number regions using circular binary segmentation (CBS, DNAcopy), hidden Markov models, HaarSeg, and fused-lasso methods. | GPTomics/ | 1.2k | 2 repos | ~3.5k | Automated safety check: Pass | MIT | 1 mo ago |
| 3066 | Identify recurrent and driver copy number alterations across a tumor cohort with GISTIC2 (G-score, Ziggurat deconstruction, focal vs broad/arm-level analysis, q-values from permutation) and quantify… | GPTomics/ | 1.2k | 2 repos | ~3.2k | Automated safety check: Pass | MIT | 1 mo ago |
| 3067 | Batch effect correction for CRISPR screens covering ComBat empirical-Bayes, RUV, SVA, control-sgRNA normalization, and the model-based alternative of including batch as a covariate in MAGeCK MLE or… | GPTomics/ | 1.2k | 2 repos | ~4k | Automated safety check: Pass | MIT | 1 mo ago |
| 3068 | Corrects the gene-independent copy-number artifact in CRISPR-Cas9 screens (Aguirre 2016 / Munoz 2016 Cancer Discov) where amplified loci appear essential from DNA-damage burden of simultaneous cuts. | GPTomics/ | 1.2k | 2 repos | ~4.7k | Automated safety check: Pass | MIT | 1 mo ago |
| 3069 | Runs JACKS (Joint Analysis of CRISPR/Cas9 Knockout Screens; Allen et al 2019 Genome Research) which models per-sgRNA log-fold-change as the product of a treatment-dependent gene-essentiality term… | GPTomics/ | 1.2k | 2 repos | ~4.4k | Automated safety check: Pass | MIT | 1 mo ago |
| 3070 | Analyzes single-cell pooled CRISPR screens (Perturb-seq, CROP-seq, Perturb-CITE-seq, ECCITE-seq, multiome) where each cell carries an sgRNA and a scRNA-seq / surface-protein / chromatin readout. | GPTomics/ | 1.2k | 2 repos | ~4.5k | Automated safety check: Pass | MIT | 1 mo ago |
| 3071 | Build circular genome visualizations using circlize (R), pyCirclize (Python), or Circos (Perl CLI) with ideogram tracks, multi-data tracks (scatter, histogram, heatmap), chord/link arcs for… | GPTomics/ | 1.2k | 2 repos | ~3.4k | Automated safety check: Pass | MIT | 1 mo ago |
| 3072 | Plot per-group distributions of continuous data using boxplots, violins, beeswarms, quasirandom jitter, and raincloud plots with sample-size honesty (Weissgerber 2015), KDE-bandwidth awareness, and… | GPTomics/ | 1.2k | 2 repos | ~3.5k | Automated safety check: Pass | MIT | 1 mo ago |