Page Index - TerrenceMcGuinness-NOAA/global-workflow GitHub Wiki

517 page(s) in this GitHub Wiki:

• Home
• Global Workflow Wiki
• 🩺 MDC MCP-RAG Server Health Status Report (Gateway)
• � MDC MCP-RAG Platform — June / July 2026 Milestone Report
• 🧬 Gemini Embedding 2 Multimodal Provider — Evaluation Plan & NOAA API Key Request
• �🔑 AWS EC2 SSH Access from Windows PowerShell — GFE Onboarding
• 🩺 MCP Server Health & Status — Comparative Report (AgentCore vs Gateway)
• 🛡️ MCP External Access (Path B) — FedRAMP Readiness Review
• ⚖️ SDD Framework Comparative Assessment — EIB SDD vs. Superpowers
• 🔬 JGLOBAL_ENKF_ECEN Stale File Handle — Failure Analysis
• GFS v17 ecFlow Script Documentation (80 scripts)
• 📋 GFS v17 ecFlow Script Reconciliation
• � NIH AWS Sandbox — MDC MCP-RAG Extension Proposal
• 📊 MCP Parity Assessment & SoC Topology Analysis
• 🔐 MCP External Access — Path B Design (Cognito JWT on AgentCore Runtime)
• 🧭 Phase 54: OMD Multi-Program MCP Initiative — SDD Spec
• 🔬 FMS (Flexible Modeling System) Usage in Global Workflow Infrastructure
• 🏗️ MDC MCP-RAG AWS Architecture — Operational Reference (v3)
• 🚀 MCP Access Architecture — Multi-User Scaling & CI/CD Integration
• 🧰 OMD Agentic AI Toolset — Capability Catalog
• 🌊 C48_S2SW gfs_waveinit Failure on Orion — Root Cause Analysis
• 🐍 Python MCP Server Port — Progress
• ☁️ AWS MCP/GraphRAG Migration — Executive Overview
• 🧭 v17 dev_gsiupd2 Paradigm Assessment
• 🔧 Rocoto --dryrun Mode — Restore and Harden PR
• How the GGSR Search System Works
• EIB MCP-RAG Platform — Executive Summary
• ☁️ AWS Infrastructure Port — Phase 46 Design Specification
• ☁️ SageMaker GraphRAG Production Pipeline Strategy
• 📋 SDD Framework Status Report
• 🔍 ICSDIR_ROOT Removal Impact Analysis
• 🧪 MCP/RAG Baseline Test — C96_atm3DVar_extended Analysis
• ☁️ Parallel Works RDHPCS Platform Dashboard
• 🔌 PW MCP Toolset Documentation — 26 Tools for Cloud Infrastructure AI
• 🔧 Neo4j GraphRAG Ingestion Pipeline
• 📋 MCP-RAG Platform 32-Day Achievement Synopsis
• 📐 SDD Workflow — Concept to Code via CLI /plan Handoff
• Two Execution Modalities, One Session Model
• 🏗️ MILESTONE: GraphRAG Hierarchical Community Materialization
• Key Results
• What This Means
• �🎯 BREAKTHROUGH: Dynamic MCP Server Self-Provisioning
• Live Demonstration
• 🚀 Advanced Future Work - MCP/RAG System Evolution
• Three Transformational Initiatives
• Proof of Concept: GFS v16 Flowchart Analysis
• VS Code CLI Tunnel Command Reference
• �️ Machine and System Conditionals Reference (January 2026)
• Quick Reference
• 🐳 Docker MCP Gateway Multi-User Architecture Analysis (January 12, 2026)
• Four Architecture Options Evaluated
• Recommended: Hybrid Architecture (Option D)
• 📄 Docker MCP Gateway Technical Paper (December 15, 2025)
• 🧠 Phase 2 Semantic Annotation Architecture (December 4, 2025)
• The Problem We Solved
• The Solution: Semantic Annotations
• Documentation Suite
• Architectural Innovation
• Impact on AI-Assisted Development
• 📋 RAG Embedding Space Theory (December 19, 2025)
• �🚀 Previous Update: Embedding Model Upgrade (November 5, 2025)
• 🎯 MCP Tool Architecture: 21-Tool Agentic AI Platform
• 🔒 EE2 Compliance & Operational Readiness
• NCEP Central Operations Compliance Analysis
• Global Workflow EE2 Analysis
• RRFS Workflow EE2 Analysis
• 🚀 Advanced RAG & Graph Intelligence Infrastructure
• Strategic Architecture Documents
• Core Infrastructure Documentation
• Why Graph RAG for GFS Complexity?
• Agentic AI for GFS Software Management
• Implementation Status
• 📖 NCEPLIBS-BUFR Error Catching Initiative
• Core Documentation
• 🧪 Background information of Cases used in the CTest Framework
• C48 Fixed Atmosphere-Only Tests (ATM)
• C48 Coupled System Tests (S2SW)
• C48 Ensemble Tests (S2SW_gfs)
• � CI Error Analyses (MCP-RAG Assisted)
• MCP/RAG Baseline Tests
• �🔧 CI/CD & DevOps
• GitLab CI/CD Pipeline
• Jenkins Integration
• GitHub & Jenkins Integration
• 🤖 AI/ML & Intelligent Tools
• Model Context Protocol (MCP)
• AI Development Tools
• 🌊 Workflow Management Systems
• Rocoto Workflow Engine
• CROW & EcFlow
• 🌐 Weather Modeling & Configuration
• GCAFS (Global Composition/Chemistry Aerosol Forecast System)
• Model Configuration
• 💻 HPC System Administration
• MPMD & MPI Runtime Infrastructure
• Resource Configuration: CROW vs Global-Workflow
• System Configuration
• 🔬 Research & Theory
• Scientific Computing
• 🐛 Development & Debugging
• Bug Fixes & Solutions
• Development Process
• 📚 Quick Reference
• "Resource temporarily unavailable" when using rocotorun
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• additional_io_routines_for_error_catching
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• ADVANCED_FUTURE_WORK
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• agentcore mcp rag Health Status Report 2026 06 10
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• agentcore mcp rag Health Status Report 2026 07 13
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• agentcore mcp rag Tool Usage Analysis (v17 GEMPAK)
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• agentcore permissions request
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• and_make_it_so
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• Anthropic Claude Sonnet 4 has the big picture ahead of me
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• Appreciated Collaboration
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• AQM‐Workflow and Global Workflow (Community ‐ Operations version) for Generating EcFlow
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• AWS Infrastructure Port Phase 46 Design
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• AWS MCP RAG Migration Executive Overview
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• AWS_EC2_SSH_PowerShell_Onboarding
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• C48_ATM gfs_atmos_prod_f000 f002
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• C48_ATM gfs_fcst_seg0
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• C48_ATM_fail
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• C48_gsienkf_atmDA gdas_prep Error Analysis PR4555
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• C48_S2SW gfs_fcst_seg0
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• C48_S2SW gfs_ice_prod_f006
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• C48_S2SW gfs_ocean_prod_f006
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• C48_S2SW gfs_waveinit Orion MCP Tool Effectiveness Report
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• C48_S2SW gfs_waveinit Orion srun layout Error Analysis
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• C48_S2SWA_gefs gefs_fcst_mem001_seg0
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• C96_atm3DVar gdas_atmos_prod_f000 Error Analysis PR4359
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• C96C48_hybatmDA JGLOBAL_ENKF_SFC Error Analysis PR4327
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• C96C48mx500_S2SW_cyc_gfs atmos_prod_f102_WRITE_ERROR
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• C96C48mx500_S2SW_cyc_gfs JGLOBAL_WAVE_INIT Orion srun Failure Analysis
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• CHROMADB_MIGRATION_COMPLETE
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• Configuring the Jenkins Controller's Node default configurations
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• CROW workflow definition explained
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• Customizing GitHub's built‐in Copilot's PR Feature
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• Deleted suggestion got back make it a bug ...
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• Detailed Analysis of HOMEDIR
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• Development Processes and Ideas
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• Differences and Similarities between MCP (Model Context Protocol) and RAG (Retrieval‐Augmented Generation) in agentic LLM pipeline
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• Discrete Memetic Operators advancing electrodynamic field theory
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• Docker_MCP_Gateway_MultiUser_Architecture
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• Dynamic_MCP_Server_Self_Provisioning
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• EE2_COMPLIANCE_ANALYSIS_GLOBAL_WORKFLOW
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• EE2_COMPLIANCE_ANALYSIS_RRFS
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• EMBEDDING_UPGRADE_PROGRESS_REPORT_NOV5
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• EMPIRICAL_ACCURACY_PRINCIPLE
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• ENHANCED_INGESTION_ARCHITECTURE
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• ERROR_CATCHING_IMPLEMENTATION_PLAN
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• EVS_EE2_COMPLIANCE_ACTION_REPORT_NOV20
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• Fixing the Resource Fork Error in Rocoto Check Python Script
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• FMS Analysis MCP Tool Effectiveness Report
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• FMS Usage in Global Workflow Infrastructure
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• GCAFS Overview
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• Gemini Embedding Provider Evaluation and Key Request
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• Getting bash for GitLab Runners to be a login shell
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• GitHub MCP Tools installed for global‐workflow software development and how they work
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• GitLab Pipeline MultiHost Architecture for Global‐Workflow
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• Global‐workflow RAG added to MCP server
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• GraphRAG Hierarchical Community Materialization
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• How are IC specified for Free Forecast Jobs
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• How the GGSR Search System Works
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• ICSDIR_ROOT Removal Impact Analysis
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• Increasing the number of executors on Jenkins Master (built‐in) Node
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• Is VAST like PFS?
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• jenkfgdas_ecen_master ecf (v17) Analysis
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• jenkfgdas_echgres ecf (v17) Analysis
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• jenkfgdas_ediag ecf (v17) Analysis
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• jenkfgdas_eobs ecf (v17) Analysis
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• jenkfgdas_epos_master ecf (v17) Analysis
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• jenkfgdas_esfc ecf (v17) Analysis
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• jenkfgdas_esnowanl ecf (v17) Analysis
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• jenkfgdas_eupd ecf (v17) Analysis
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• jenkfgdas_fcst_master ecf (v17) Analysis
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• jenkfgdas_marineanlecen ecf (v17) Analysis
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• jgdas_anlstat ecf (v17) Analysis
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• jgdas_atmos_anal ecf (v17) Analysis
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• jgdas_atmos_analcalc ecf (v17) Analysis
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• jgdas_atmos_analdiag ecf (v17) Analysis
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• jgdas_atmos_atmanlprod ecf (v17) Analysis
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• jgdas_atmos_atmanlupp ecf (v17) Analysis
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• jgdas_atmos_gempak_master ecf (v17) Analysis
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• jgdas_atmos_gempak_meta_ncdc ecf (v17) Analysis
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• jgdas_atmos_prep ecf (v17) Analysis
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• jgdas_atmos_prep_fsm ecf (v17) Analysis
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• jgdas_atmos_product_master ecf (v17) Analysis
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• jgdas_atmos_sfcanl ecf (v17) Analysis
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• jgdas_atmos_snowanl ecf (v17) Analysis
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• jgdas_fcst ecf (v17) Analysis
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• jgdas_fcst_fsm ecf (v17) Analysis
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• jgdas_marine_anl_init ecf (v17) Analysis
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• jgdas_marine_anlchkpt ecf (v17) Analysis
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• jgdas_marine_anlfinal ecf (v17) Analysis
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• jgdas_marine_anlvar ecf (v17) Analysis
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• jgdas_marine_bmat ecf (v17) Analysis
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• jgdas_marine_bmat_init ecf (v17) Analysis
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• jgdas_marine_prep_fsm ecf (v17) Analysis
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• jgdas_marine_prepoceanobs ecf (v17) Analysis
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• jgdas_verfozn ecf (v17) Analysis
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• jgdas_verfrad ecf (v17) Analysis
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• jgdas_vminmon ecf (v17) Analysis
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• jgdas_wave_init ecf (v17) Analysis
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• jgdas_wave_postpnt ecf (v17) Analysis
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• jgdas_wave_postsbs_master ecf (v17) Analysis
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• jgfs_atmos_anal ecf (v17) Analysis
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• jgfs_atmos_analcalc ecf (v17) Analysis
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• jgfs_atmos_atmanlprod ecf (v17) Analysis
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• jgfs_atmos_atmanlupp ecf (v17) Analysis
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• jgfs_atmos_awips_20km_1p0_master ecf (v17) Analysis
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• jgfs_atmos_fbwind ecf (v17) Analysis
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• jgfs_atmos_gempak_master ecf (v17) Analysis
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• jgfs_atmos_gempak_meta ecf (v17) Analysis
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• jgfs_atmos_gempak_ncdcupapgif ecf (v17) Analysis
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• jgfs_atmos_goesupp_master ecf (v17) Analysis
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• jgfs_atmos_grb2spec_master ecf (v17) Analysis
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• jgfs_atmos_npoess_pgrb2_0p5 ecf (v17) Analysis
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• jgfs_atmos_postsnd ecf (v17) Analysis
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• jgfs_atmos_prep ecf (v17) Analysis
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• jgfs_atmos_prep_fsm ecf (v17) Analysis
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• jgfs_atmos_product_master ecf (v17) Analysis
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• jgfs_atmos_sfcanl ecf (v17) Analysis
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• jgfs_atmos_snowanl ecf (v17) Analysis
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• jgfs_fcst ecf (v17) Analysis
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• jgfs_fcst_fsm ecf (v17) Analysis
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• jgfs_genesis ecf (v17) Analysis
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• jgfs_ice_product_master ecf (v17) Analysis
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• jgfs_marine_anl_init ecf (v17) Analysis
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• jgfs_marine_anlchkpt ecf (v17) Analysis
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• jgfs_marine_anlfinal ecf (v17) Analysis
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• jgfs_marine_anlvar ecf (v17) Analysis
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• jgfs_marine_bmat ecf (v17) Analysis
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• jgfs_marine_bmat_init ecf (v17) Analysis
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• jgfs_marine_prep_fsm ecf (v17) Analysis
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• jgfs_marine_prepoceanobs ecf (v17) Analysis
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• jgfs_ocean_product_master ecf (v17) Analysis
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• jgfs_tracker ecf (v17) Analysis
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• jgfs_vminmon ecf (v17) Analysis
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• jgfs_wave_awips_bulls ecf (v17) Analysis
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• jgfs_wave_awips_gridded ecf (v17) Analysis
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• jgfs_wave_gempak_master ecf (v17) Analysis
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• jgfs_wave_init ecf (v17) Analysis
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• jgfs_wave_postbndpnt ecf (v17) Analysis
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• jgfs_wave_postbndpntbll ecf (v17) Analysis
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• jgfs_wave_postpnt ecf (v17) Analysis
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• jgfs_wave_postsbs_master ecf (v17) Analysis
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• JGLOBAL_ENKF_ECEN Stale File Handle Analysis
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• KasmVNC SSL Certificate Failure on EL9 OpenSSL 3
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• Lingering restart files can cause re‐ran cases to fail
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• Machine_System_Conditionals
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• Managing Multiple GitLab Pipeline Scripts
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• MASSIVE IMPROVMENT
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• MCP Access Architecture Proposal
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• MCP External Access Design Path B
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• MCP External Access FedRAMP Readiness Review
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• MCP Health Status Comparative Report
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• MCP Parity Assessment SoC Topology
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• MCP RAG Baseline Test_C96_atm3DVar_extended_Analysis
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• MCP RAG Development Status
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• MCP RAG Platform 32 Day Achievement Synopsis
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• MCP RAG Platform June July 2026 Milestone Report
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• MCP_TOOL_ARCHITECTURE
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• MDC MCP RAG AWS Architecture v3
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• Monitoring your HPC CI CD infrastructure with GitLab
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• MPMD_MPI_Runtime_Infrastructure
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• Neo4j GraphRAG Ingestion Pipeline
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• Nightly_Failure_Analysis_enkfgdas_fcst_mem001_Hercules_2026 02 18
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• NIH AWS MCP RAG Extension Proposal
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• Nonlinear QC in JEDI vs GSI
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• Nonlinear QC in JEDI vs GSI v2
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• OMD Agentic AI Toolset
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• Opps ‐ no RAG no go
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• Parallel Works RDHPCS Platform Dashboard
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• Phase 54 OMD Multi Program MCP Initiative
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• PHASE_2_HYBRID_ARCHITECTURE_SPECIFICATION
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• PID created and release on each call to rocotostat
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• Polymorphism examples in CROW
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• PR trigger gitlab dynamic branch ref
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• PR4327_C96C48_hybatmDA enkfgdas_esfc_GCYCLE_DATE_UNBOUND
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• PR4451_C96C48mx500_S2SW_cyc_gfs gdas_anlstat_SLURM_CANCELLED
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• PR673_Comprehensive_Analysis
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• Prate_ave in atmospheric sfc history files accumulates while cycling
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• Proposal for Creating Dedicated emc‐bot Project in NWS EMC GitLab
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• PW MCP Toolset Documentation
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• Python MCP Server Port Progress
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• Q Dev Health Check 2026 01 28
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• RAG enhanced MCP server configured and all 8 tools are now available
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• RAG_manifolds
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• README_PROVISIONING_V3.1_COMPLETE
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• Rocoto Dryrun Mode PR Restore and Harden
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• Rocoto Example
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• Running .after_script Commands on a Remote Host: Challenges and Solutions
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• SageMaker GraphRAG Production Pipeline Strategy
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• Scaling Number of agents on a Jenkins Node
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• SCM Timeout Fix
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• SDD Framework Comparative Assessment Superpowers
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• SDD Framework Status Report
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• Setting up a mirror of a GitHub Repo using GitLab Community Edition Server
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• SME_Training_QuickStart
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• Spreading out executors on RDHPCS head nodes
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• Thanks Devin
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• Thanks Devin!!
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• Tracking UNKNOWN states in Rocoto and suggested updates
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• Undocumented support of EcFlow in public release of fv3gfs
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• Using a GitHub Action with WebHooks to Dispatch a Jenkins Job for a Specific PR and pass it Parameters
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• Using WebHooks and PR Comments to Launch a Multi‐Branch Jenkins Job
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• v17 ecf script reconciliation
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• v17 ecf scripts summary
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• v17_paradigm_assessment
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• VSCODE_CODE_CLI_TUNNEL_REFERENCE
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• Why Admins Configure Role Accounts with login_shell=off
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• Workflow Generation Architecture CROW to pyecflow Evolution
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