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Add MCP tool effectiveness post-analysis for Orion gfs_waveinit case Companion to C48_S2SW-gfs_waveinit-Orion-srun-layout-Error-Analysis. Rates each of the 5 MCP tools used during the investigation (health check, server info, KB status, search_documentation, search_issues), identifies tools that were skipped but would have helped (find_env_dependencies, trace_execution_path, analyze_code_structure), and includes a methodology critique. Linked from Home.md.
Add C48_S2SW gfs_waveinit Orion srun-layout root-cause analysis - New page documenting JobId 22929648 failure on Orion (build nightly_0_c176171a_13777). Identifies the reported missing mod_def fatal as a downstream symptom; root cause is an srun task-layout abort in ush/run_mpmd.sh. - Notes three latent bugs: run_mpmd.sh swallowing srun exit code, JGLOBAL_WAVE_INIT:21 '10#-1' parse error, missing CI date/t12z seed. - Linked from Home.md landing page. Source log: https://gist.github.com/emcbot/19778eedaaf41e80a46a0f3e7aceec5f Analysis via eib-mcp-gateway v3.6.2 (51 tools).
Add AWS MCP/GraphRAG Migration Executive Overview — Branch Chief briefing New wiki page covering the Parallel Works to AWS migration: - Motivation and added value of AWS-native services - 51+ MCP tools across 9 modules, current operational status - IaC with LLM assistance (CDK + Kiro Powers) - OpenSearch operational (85,921 docs), Neptune recovery in progress - Architecture diagram, cost profile, SDD track record - Referenced from Home.md landing page
Add v17 dev_gsiupd2 paradigm assessment New page documenting the CatherineThomas-NOAA/global-workflow dev_gsiupd2 branch (v17 pre-coupled-modeling DA trajectory) compared against the forked develop baseline, with an MCP/GraphRAG gap analysis and a 6-step recommended path for dual-branch ingestion. Linked from Home.md.
Add SageMaker GraphRAG Production Pipeline Strategy - New wiki page: SageMaker-GraphRAG-Production-Pipeline-Strategy.md - Documents built infrastructure (Phase 49): launcher, Dockerfile, drift detector, benchmark runner, fine-tuning pipeline, hard negative miner - Cost-benefit analysis: EC2 direct vs SageMaker for Bedrock re-ingestion - Activation roadmap: drift detection -> fine-tuning -> self-healing loop - Cost projections: ~$6/month for full production self-healing - Updated Home.md with link to new page
Add Rocoto --dryrun PR description wiki page with Home.md link - New page: Rocoto-Dryrun-Mode-PR-Restore-and-Harden.md Full PR description for feature/dryrun_nodaemon branch targeting christopherwharrop/rocoto:develop. Restores reverted PR #117 with 14 daemon-layer fixes across 17 files and 7 batch schedulers. Includes Hera pipeline failure analysis (Lustre I/O, not branch). - Home.md: Added link in top section
feat: add AWS Infrastructure Port Phase 46 design spec - Consolidated requirements, design, and implementation plan from Kiro spec - 17 requirements, 6 components, 13 correctness properties, 5-phase rollout - Covers Neptune, OpenSearch, ECS Fargate, CDK, Cognito OAuth 2.0 - Added link from Home.md landing page
Add MCP/RAG baseline test: C96_atm3DVar_extended analysis with tool call scorecard Baseline quality benchmark for AWS Bedrock port. Analyzes the extended CI case using 11 MCP tool calls (avg 3.2/5.0 effectiveness). Key finding: graph-based tools (find_env_dependencies, get_job_details) outperformed semantic search for code-structural questions. Includes scored tool call log, non-MCP source inventory, and recommendations for Neptune vs OpenSearch prioritization in the AWS migration.
Updated Home (markdown)
docs: add executive summary to wiki landing page
docs: SDD Framework Status Report — 26 sessions, ESMF/NUOPC coverage, platform health
Add ICSDIR_ROOT removal impact analysis (GraphRAG-assisted) - New wiki page: ICSDIR_ROOT-Removal-Impact-Analysis.md - Traces ICSDIR_ROOT through full CI dependency chain using MCP tools - Documents BASE_IC redundancy, 19 safe removals, 8 exceptions - Identifies Hercules/Orion path discrepancy and CTest updates needed - Added entry link in Home.md
Add PW RDHPCS Platform Dashboard & MCP Toolset docs; update Home.md - Parallel-Works-RDHPCS-Platform-Dashboard.md: Full infrastructure dashboard with 35 clusters, 45K budget analysis, storage inventory, networking, active sessions — all data from 26 PW MCP tool queries - PW-MCP-Toolset-Documentation.md: Complete 26-tool reference covering Phase 37 expansion (19→26 tools), API endpoint map, architecture - Home.md: Add links to both new wiki pages at top of page
Add Neo4j GraphRAG Ingestion Pipeline wiki page Documents the complete 4-stage ingestion pipeline that builds the 41K-node, 589K-relationship knowledge graph from Fortran/Python/Shell source code. Covers 15+ scripts across code graph creation, vector embeddings, documentation crawling, and hierarchical community detection with LLM summarization. Linked from Home.md landing page.
Add MCP-RAG 32-day achievement synopsis (Jan 30 - Mar 3, 2026) - New wiki page: 5 major breakthroughs across v7.10.0-v7.25.1 - Hierarchical GraphRAG communities (1,036 nodes, 828 LLM summaries) - Cross-language graph unification (Shell/Fortran/Python) - Agentic MCP tool surface (39->44 tools + session state) - NCEPLIBS documentation ingestion + Phase 34 spec - Instruction file architecture + tool parameter sync - Added link to Home.md landing page
Add CI error analysis for PR #4359 C96_atm3DVar gdas_atmos_prod_f000 failure - New wiki page: MCP-RAG assisted root-cause analysis of unbound variable paramlistb_f000 in exglobal_atmos_products.sh (caused by PR #4347, reverted PR #4360) - Home.md: Add CI Error Analyses section linking all error analysis pages
Add iframe embed of SDD CLI Handoff Workflow diagram in Home.md - Embeds raw wiki HTML via iframe for inline preview - Adds fallback direct link if browser blocks iframe
Add SDD CLI Handoff Workflow diagram and Home.md landing link - SDD_CLI_Handoff_Workflow.html: Interactive SVG diagram showing 8-step Spec-Driven Development pipeline from managed concepts to code via CLI /plan handoff (swim lanes: Human+AI, CLI Agent, Validation, State) - Home.md: Added featured section with table summary and link to diagram
Phase 24E-5 milestone: GraphRAG hierarchical community materialization 1,036 Community nodes across 4 levels, 21,559 MEMBER_OF, 978 PARENT_OF, 1,297 INTERACTS_WITH, 828 hierarchical summaries. Enables multi-resolution drill-down queries across the Global Workflow's subsystem architecture. Independently verified against live Neo4j + ChromaDB.
Add Resource Configuration Comparison technical paper (CROW vs Global-Workflow) - 44-page comprehensive analysis comparing CROW declarative YAML DSL (2016-2020) with current imperative shell-based Global-Workflow configuration - Includes TikZ architecture diagrams and algorithm pseudocode - Detailed code examples from both systems - MPMD runtime integration analysis - Validation pipeline recommendations - Architectural guidance for next-generation infrastructure - Updated Home.md with link in HPC System Administration section
Add MPMD MPI Runtime Infrastructure PDF technical paper and update Home.md with download link
added MPMD MPI info
udated link in Home to GCAFS overview