Pipeline autonomo end-to-end: env check -> typecheck -> lint -> test -> build -> deploy -> smoke test. Auto-recovery em cada etapa (max 3 tentativas).
Pipeline Issue→SPEC→Build→Verify→Test. Toda GitHub Issue gera SPEC antes de implementar, e toda implementacao e verificada contra a SPEC e testada.
Analyze pipeline health — prioritize deals, flag risks, get a weekly action plan. Use when running a weekly pipeline review, deciding which deals to focus on this week, spotting…
dev-pipeline のフェーズ間状態管理。PIPELINE-STATE.md の init/update/read/transition を提供する。USE WHEN dev-pipeline 各フェーズ境界での進捗記録、複数セッションに跨る構造化進捗管理、エスカレーションキューの操作。SKIP 単一セッションの作業引き継ぎは…
Conception de pipelines NLP (tokenization, embeddings, NER, sentiment, summarization) — from general/workflow-pipelines
Эксперт AutoML. Используй для automated machine learning, hyperparameter tuning и model selection.
Beam Pipeline Builder - Auto-activating skill for Data Pipelines. Triggers on: beam pipeline builder, beam pipeline builder Part of the Data Pipelines skill category.
Cell-free DNA analysis pipeline from plasma sequencing to tumor monitoring. Preprocesses cfDNA reads, analyzes fragment patterns, estimates tumor fraction from sWGS, and — from…
End-to-end alternative splicing analysis from FASTQ to differential splicing results for short-read bulk RNA-seq.
End-to-end biomarker discovery workflow from expression data to validated biomarker panels. Covers feature selection with Boruta/LASSO, classifier training with nested CV — from…
End-to-end ChIP-seq workflow from FASTQ files to annotated peaks. Covers QC, alignment, peak calling with MACS3 (or HOMER), and peak annotation with ChIPseeker.
End-to-end CLIP-seq pipeline from FASTQ to ENCODE-compliant binding sites, single-nucleotide crosslink maps, annotation, motifs, and (optionally) differential binding.
End-to-end copy number variant detection workflow from BAM files. Covers CNVkit analysis for exome/targeted sequencing with visualization and annotation.
End-to-end Hi-C analysis workflow from contact pairs to compartments, TADs, and loops. Covers cooler matrices, cooltools analysis, and visualization.
End-to-end workflow for detecting structural variants from long-read sequencing data. Covers ONT/PacBio alignment with minimap2 and SV calling with Sniffles or cuteSV.
End-to-end metagenomics workflow from FASTQ to taxonomic and functional profiles. Covers Kraken2 classification, Bracken abundance estimation, and HUMAnN functional profi — from…
End-to-end bisulfite sequencing workflow from FASTQ to differentially methylated regions. Covers Bismark alignment, methylation calling, and DMR detection with methylKit — from…
End-to-end multiome workflow for joint scRNA-seq + scATAC-seq analysis. Covers data loading, separate modality processing, and WNN integration with Seurat/Signac.
End-to-end neoantigen discovery from somatic variants to ranked vaccine candidates. Integrates HLA typing, MHC binding prediction, pVACtools neoantigen calling, and immun — from…
End-to-end outbreak investigation from pathogen isolates to transmission networks. Orchestrates MLST typing, AMR surveillance, phylodynamic dating, and transmission infer — from…
End-to-end single-cell RNA-seq workflow from 10X Genomics data to annotated cell types. Covers QC, normalization, clustering, marker detection, and cell type annotation — from…
End-to-end small RNA-seq analysis from FASTQ to differential miRNA expression. Use when analyzing miRNA, piRNA, or other small RNA sequencing data. — from bg-szy/TOP-SKILLS
End-to-end somatic variant calling from tumor-normal paired samples using Mutect2 or Strelka2. Covers preprocessing, variant calling, filtering, and annotation for cancer — from…
Build a Sui data indexer or analytics pipeline. Use when the user wants to index Sui events, build a pipeline, or query Sui RPC data.
Creates Buildkite pipelines dynamically using the Buildkite REST API and pipeline upload commands. Manages agent targeting with queue tags and implements automatic retry…
Creates dynamic Buildkite pipelines using the Buildkite REST API and pipeline upload mechanism. Implements conditional step generation based on file change detection via git diff.
Summarizes active proposals by stage, expected close dates, total pipeline value, and flags proposals needing follow-up due to inactivity.
Extracts the current status of every active candidate across open roles from hiring-related email threads — where each candidate is in the process, what the next step is, and what…
Cdc Pipeline Creator - Auto-activating skill for Data Pipelines. Triggers on: cdc pipeline creator, cdc pipeline creator Part of the Data Pipelines skill category.
Manage digital assets through the Cloudinary Upload, Admin, and Transformation APIs. Automates image optimization with responsive breakpoints, AI-powered cropping via g_auto, and…
Phase-3.6-Pipeline-Skill (T-35-A6, ADR 0034) für Sequenz-Bootstrap aus Lehrplan-Verankerung im Cowork-Mode.
Computer vision ML pipelines for image classification, object detection, semantic segmentation, and image generation.
Dagster Pipeline Creator - Auto-activating skill for Data Pipelines. Triggers on: dagster pipeline creator, dagster pipeline creator Part of the Data Pipelines skill category.
Data pipeline and ETL automation - extract, transform, load workflows for data integration and analytics
Designs ETL/ELT data pipelines with proper extraction, transformation, and loading patterns, including orchestration, error handling, and data quality validation.
Expert data engineer for ETL/ELT pipelines, streaming, data warehousing. Activate on: data pipeline, ETL, ELT, data warehouse, Spark, Kafka, Airflow, dbt, data modeling, star…
Develop and manage data ingestion, processing, and transformation pipelines for pilot projects. Use when automating ETL workflows, integrating new data sources, or building…
Follow these patterns when implementing data pipelines, ETL, data ingestion, or data validation in OptAIC.
Process data files through transformation pipelines with validation, cleaning, and export. Use for CSV/Excel/JSON data processing, encoding handling, batch operations, and data…
Tracks every active real estate deal from email — where each transaction stands, what the next step is, which parties are involved, and what is stalling.
Conception de pipelines de données robustes et scalables. Se déclenche avec "data pipeline", "pipeline de données", "batch processing", "stream processing", "Apache Spark",…
Spezialfall Wasserstoff-Elektrolyseur: Foerderwege (Wasserstoffstrategie Bund, EU-Wasserstoffbank, IPCEI), Strompreisbedingungen Industrieprivileg, Anschluss Netz,…
Design and automate Extract, Transform, Load data pipelines for data integration and analytics
Build and manage ETL pipelines for data migration with transformation, CDC, and monitoring
Process, analyze, and visualize geospatial data at scale. Handles drone imagery, GPS tracks, GeoJSON optimization, coordinate transformations, and tile generation.
Trigger and monitor GitHub Actions pipelines via the gh CLI — push-triggered workflow_run dispatch, tag-triggered release workflows, PR check rollups, and the polling patterns…
Analyzes and optimizes GStreamer media pipelines by parsing DOT graph dumps from GST_DEBUG_DUMP_DOT_DIR, profiling element throughput via gst-stats, and suggesting queue sizing…
Generate a structured weekly status report for all candidates in your hiring pipeline from interview notes and evaluation sheets.
Use when loading historical CPQ orders, contracts, subscriptions, and assets into Salesforce CPQ so that future renewals and amendments work correctly — covering the CPQ Legacy…
Connects to Jenkins via the Jenkins REST API and Blue Ocean API to debug Declarative and Scripted pipelines.
Queries the Jenkins REST API /job/{name}/lastFailedBuild/api/json and /consoleText to diagnose pipeline failures.
Monitors Jenkins pipelines using the Jenkins REST API and Blue Ocean API, detecting flaky tests, build queue bottlenecks, and credential expiration warnings for proactive CI…
Extracts and analyzes Jenkins Pipeline build logs using the Jenkins REST API and Blue Ocean API. Identifies stage failures, flaky test patterns via JUnit XML parsing, and…
Monitors Jenkins CI pipelines via the Jenkins REST API (/api/json) and Blue Ocean REST endpoints. Tracks build queue times, stage durations, and test result trends using JUnit XML…
Manages Jenkins Shared Libraries with proper vars/ and src/ structure using the Jenkins Pipeline Shared Groovy Libraries plugin.
Constructs complex jq filter pipelines from natural language queries against JSON/NDJSON data streams.
Orchestrates knowledge pack content generation pipeline: batch scheduling, completion tracking, cross-pack dependency ordering, and validation triggering.
Compose LangChain 1.0 chains with RunnableParallel, RunnableBranch, RunnablePassthrough.assign, and RunnableLambda — correct input/output shapes, debug probes, and typed…
Author or edit pipeline JSON files in pipelines/. Trigger: create a pipeline, automate a workflow, or add tasks to an existing pipeline.
Use when checking ML pipeline health, Metaflow flow status, failed runs, or generating an ML pipeline report.