Code quality checks, formatting, and metrics via qlty CLI
GitLab 開發者評估與分析技能，使用 gl-cli.py 工具分析開發者的程式碼品質、提交歷史、專案參與度與技術水平，並產生綜合評估報告。
Detect sample contamination and cross-species reads using FastQ Screen. Screen reads against multiple reference genomes to identify bacterial, viral, adapter, or sample swap contamination. Use when suspecting cross-contamination or working with samples prone to microbial contamination.
Guide for writing SELECT, INSERT, UPDATE, DELETE queries with workers-qb
Work with FASTQ quality scores using Biopython. Use when analyzing read quality, filtering by quality, trimming low-quality bases, or generating quality reports.
Sequencing quality control skill for assessing read quality, adapter contamination, and sequence composition
Quality control and exploration of RNA-seq count matrices before differential expression. Check for outliers, batch effects, and sample relationships. Use when assessing count matrix quality before DE analysis.
Generate and interpret quality reports from FASTQ files using FastQC and MultiQC. Assess per-base quality, adapter content, GC bias, duplication levels, and overrepresented sequences. Use when performing initial QC on raw sequencing data or validating preprocessing results.
All-in-one read preprocessing with fastp including adapter trimming, quality filtering, deduplication, base correction, and HTML report generation. Use when preprocessing Illumina data and wanting a single fast tool instead of separate Cutadapt, Trimmomatic, and FastQC steps.
综合分子生物学工具包。用于序列操作、文件解析(FASTA/GenBank/PDB)、系统发育学和程序化NCBI/PubMed访问(Bio.Entrez)。最适合批处理、定制生物信息学管道、BLAST自动化。快速查找请使用gget；多服务集成请使用bioservices。
MaxQuant mass spectrometry skill for protein identification and quantification
Local-only CockroachDB 성능 점검 자동화 스킬. 로컬 CockroachDB 단일 노드를 띄우고(선택), 프로젝트 DDL을 로컬 DB에 적용한 뒤(seed SQL 실행 포함), 실행된 쿼리(Statement Statistics)와 선택된 쿼리의 EXPLAIN ANALYZE를 기반으로 성능 진단을 수행한다. 결과는 “개선 필요 항목 + 개선 방안”이 포함된 CSV로 출력한다. 원격/클라우드 DB 연결 문자열이면 즉시 실패해야 한다(로컬 DB만 허용).
Advanced Python unit testing framework for customer support tech enablement, covering FastAPI, SQLAlchemy, PostgreSQL, async operations, mocking, fixtures, parametrization, coverage, and comprehensive testing strategies for backend support systems
QBot项目模块开发的接口规范、最佳实践和开发指南。所有新模块必须遵循此规范。
质量验收专家,从用户视角验证交付物可用性/正确性/性能/回归。遵循阻断不合格交付、脚本化验证、数据隔离、覆盖验收标准的工程基线。使用 Playwright(E2E)、Jest+Supertest(API)、k6(性能)等工具。适用于收到 QA 部门任务卡(如 CMS-Q-001)或需要验收交付物时使用。
GitLab CLI (glab) wrapper for MR status, issues, and repository operations
Reference guide for glab commands covering issues, merge requests, pipelines, releases, and CI/CD—includes common workflows and syntax examples
RNA-seq specific quality control including rRNA contamination detection, strandedness verification, gene body coverage, and transcript integrity metrics. Use when validating RNA-seq libraries before differential expression analysis.
Assess genome assembly quality using QUAST for contiguity metrics and BUSCO for completeness. Essential for evaluating assembly success and comparing assemblers. Use when evaluating assembly completeness and quality.
Microsoft Q# skill for quantum algorithm development with the Q# language and Azure Quantum integration
