Conception de pipelines de données robustes et scalables. Se déclenche avec "data pipeline", "pipeline de données", "batch processing", "stream processing", "Apache Spark",…
Use when when you have deposited mass spectrometry imaging data in NetCDF (CDF) format paired with MATLAB workspace files (.
Generate tech news digests with unified source model, quality scoring, and multi-format output. Six-source data collection from RSS feeds, Twitter/X KOLs, GitHub releases, GitHub…
Use when you have raw Hi-C FASTQ files from a public repository (NCBI SRA, GEO, or ENCODE-deposited accession) and need to reproduce or validate Hi-C map generation following the…
Spezialfall Wasserstoff-Elektrolyseur: Foerderwege (Wasserstoffstrategie Bund, EU-Wasserstoffbank, IPCEI), Strompreisbedingungen Industrieprivileg, Anschluss Netz, Sicher — from…
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
Design and implement ETL pipelines for extracting, transforming, and loading data in data engineering workflows.
Tie fallout assumptions to locked-pipeline exposure and frame the lock/pipeline risk — route the hedge to the risk authority. Reach for this on a lock or rate-risk question.
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…
Guia completo para implementar uma nova fonte de dados no Gov Hub BR — desde a criação do DAG Airflow e cliente de API até as transformações dbt (bronze → silver → gold), testes e…
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…
Spezialfall Wasserstoff-Elektrolyseur: Foerderwege (Wasserstoffstrategie Bund, EU-Wasserstoffbank, IPCEI), Strompreisbedingungen Industrieprivileg, Anschluss Netz, Sicher — from…
A self-evolution pipeline that runs automatically after field sessions end. field-harvest (pattern extraction) → contention-layer (collision signals) →…
Scaffolds the ad-hoc Tier >= 2 orchestration protocol -- Per-Turn Pipeline-State Header, implementer delegation plan, End-of-Turn Delegation Attestation.
Use when before running HiC-Pro's normalization stage on aligned Hi-C BAM files. Specifically, when you have SAM/BAM-formatted aligned Hi-C reads that need bias correction and…
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…
端到端 HTML 讲稿流水线技能，适用于”上下文过长””分镜拆分””并行生成””风格控制”等超过 10 页的 HTML 演示任务。采用网站骨架输出模式（CSS 三层架构 + hash 路由 + 自适应缩放），支持一键导出 HTML 和 PPTX。强调分镜先行、风格契约、舞台比例可配置（16:9/4:3/16:10/adaptive）、版本递增与样式多样性。
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.
Delta Lake, Apache Iceberg, Hudi for ACID transactions on object storage. Activate on: lakehouse, Delta Lake, Iceberg, Hudi, table format, ACID on S3, time travel, data lake, open…
Compose LangChain 1.0 chains with RunnableParallel, RunnableBranch, RunnablePassthrough.assign, and RunnableLambda — correct input/output shapes, debug probes, and typed…
Inspect LLM torch profiler traces at forward-pass, layer, and kernel level. Use when you need layer timings, anchor-kernel boundaries, representative kernel flows, or Perfetto…
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.
Use when forecasting, reviewing pipeline, or reporting deal status — enforce stage exit criteria, honest forecast categories, and kill zombie deals.
Generate media & entertainment industry news digests. Covers Hollywood trades (THR, Deadline, Variety), box office, streaming, awards season, film festivals, and production news.
Author or edit pipeline JSON files in pipelines/. Trigger: create a pipeline, automate a workflow, or add tasks to an existing pipeline.
End-to-end bisulfite sequencing workflow from FASTQ to differentially methylated regions. Covers Bismark alignment, methylation calling, and DMR detection with methylKit — from…
ML pipeline design with Metaflow, Kubeflow, and ZenML including GPU steps, artifact tracking, and production patterns.
Use when checking ML pipeline health, Metaflow flow status, failed runs, or generating an ML pipeline report.
End-to-end multiome workflow for joint scRNA-seq + scATAC-seq analysis. Covers data loading, separate modality processing, and WNN integration with Seurat/Signac.
Natural language processing ML pipelines for text classification, NER, sentiment analysis, text generation, and embeddings.
Conception de pipelines NLP (tokenization, embeddings, NER, sentiment, summarization) — from general/workflow-pipelines
Собирает и чинит полный runnable ML pipeline для OGPO hackathon: чтение train/test, contract-level aggregation, frequency-severity models, leakage-safe preprocessing, pricing…
Profile, diagnose, optimize, and validate AscendC competition operators on Ascend NPU environments. Use for CANN/AscendC kernels, Huawei operator contests, msprof timing,…
Constructs data transformation pipelines using Pandas and the pipe() method chain pattern. Integrates with SQLAlchemy for database I/O and PyArrow for high-performance Parquet…
Chains pandas DataFrame transformations into reproducible pipelines using pipe() method composition. Handles missing data imputation with fillna() strategies, type coercion with…
Loaded by the pipeline-architect agent to design or mutate Superpipelines pipeline topology and data-only CAD artifacts.
FASE 1 — BriefAgent. Recoge la idea de negocio y genera un brief estructurado BRIEF.json.
Chains the four core FH verification pipelines (harvest-loop → steel-quench → phantom-quench → sim-conductor) into a single gated sweep.
PipelineCRM integration. Manage data, records, and automate workflows. Use when the user wants to interact with PipelineCRM data.
Erfasst Leads, Pitches, Wahrscheinlichkeiten, Fees, Kapazität und Konflikte. Für Managing Partner, Management Committee oder COO/CFO einer deutschen mittelständischen Kanzlei mit…
Interactive LLM inference pipeline design — elicits requirements, recommends pattern, scaffolds production-ready artifacts
Drafts pipeline easement agreements granting construction, operation, and maintenance rights across private property. Balances Grantor protections with Grantee operational needs.
Use when you have a published computational pipeline with deposited code and validation data, and you need to verify that the pipeline can be executed end-to-end to reproduce…
Corrige un probleme specifique identifie dans un rapport de validation du pipeline Argumentum, regenere les medias affectes, et valide jusqu'a resolution.
Generate predictive pipeline forecasts with confidence intervals and scenario modeling for revenue planning
Generate MaaFramework Pipeline nodes and recognition snippets from screenshots or observed UI state. Use for OCR node generation, ROI sweep, choosing…
FASE 2 — GroundTruthAgent. Documenta supuestos base clasificados (confirmado/estimación/pendiente).
MaaFramework Pipeline JSON 编写指南。基于官方 Pipeline 协议文档，覆盖节点设计、识别算法、动作类型、流程控制、默认属性和调试方法。在编写、修改或审查 Pipeline JSON 时使用。
Pipeline routing rules and handoff conditions between specialist agents. Load when coordinating feature delivery, checking pipeline state, or determining which agent to invoke…
Analyze pipeline health, identify stalled deals, predict close probability, and suggest actions to move deals forward. Improves forecast accuracy and prevents revenue leakage.