vamseeachanta
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- ▌ Cfd Pipeline · vamseeachantaCross-program workflow for CFD analysis — geometry (FreeCAD/Gmsh) to meshing (Gmsh/snappyHexMesh) to solving (OpenFOAM) to visualization (ParaView/Blender). Covers data flow, format conversion, and validation between programs.
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- ▌ Mermaid Conventions · vamseeachantaConventions for creating consistent Mermaid diagrams including decision node layout, edge ordering, and flowchart direction rules.
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- ▌ Customer Research · vamseeachantaInvestigate customer questions through multi-source research with confidence scoring and citations
- ▌ Response Drafting · vamseeachantaDraft professional customer communications with empathy-first approach and clear next steps
- ▌ Comprehensive Learning Wrapper · vamseeachantaDiscoverable skill wrapper for the comprehensive-learning nightly pipeline. Provides session-invocable commands to trigger learning extraction, check pipeline status, and review recent learning reports. Bridges the cron-based pipeline to the skills tree.
- ▌ Memory Bridge Commit Fallbacks · vamseeachantaFallback procedures when the Hermes ↔ Codex memory bridge writes .Codex/memory outputs but the internal git commit/push path fails because of dirty, stale, or broken submodule state.
- ▌ Overnight Worktree Agent Waves · vamseeachanta bundleOperate unattended overnight or background multi-agent waves with worktree isolation, artifact reconciliation, verification fallbacks, and closure-first batching.
- ▌ Workflow Governance Assessment · vamseeachanta bundleClass-level workflow governance, enforcement audits, and multi-tool architecture assessment.
- ▌ Python Scientific Computing · vamseeachantaPython for engineering analysis, numerical computing, and scientific workflows using NumPy, SciPy, SymPy
- ▌ Docs Stale Reference Guardrails · vamseeachantaPrevent deleted workflow/path references from creeping back into live docs by combining strict scans, legacy allowlists, and shared regex helpers.
- ▌ Shell Script Hardening Patterns · vamseeachantaHarden Bash automation scripts with TDD-first static and behavioral checks, safe Python invocation via uv, locking, persistent state, and review-driven correction loops.
- ▌ Signal Analysis · vamseeachantaPerform signal processing, rainflow cycle counting, and spectral analysis for fatigue and time series data. Use for analyzing stress time histories, computing FFT/PSD, extracting fatigue cycles (ASTM E1049-85), and batch processing OrcaFlex signals.
- ▌ Library Evaluation Integration · vamseeachantaCreate evaluation scripts and integration tests for Python scientific libraries in the digitalmodel package. Follows the established pattern from fluids, ht, meshio, sectionproperties, and pygmt evaluations.
- ▌ Requesting Code Review · vamseeachanta bundlePre-commit verification pipeline — static security scan, baseline-aware quality gates, independent reviewer subagent, and auto-fix loop. Use after code changes and before committing, pushing, or opening a PR.
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- ▌ Calculation Methodology · vamseeachanta bundleGuides the creation of engineering calculation documents through a 6-phase workflow covering problem definition, input gathering, method selection, computation, validation, and reporting. Produces structured YAML calculation files that the calculation-report skill renders to HTML/PDF.
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- ▌ Skill Creator Step 1 Name · vamseeachantaSkill-creator checklist template. Use when scaffolding a new skill with step-by-step instructions and verification items.
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- ▌ Source Management · vamseeachantaConfigure and query MCP data sources for enterprise search. Use when checking which sources (chat, email, cloud storage, CRM, knowledge base) are connected, connecting new ones, or tuning query priority and rate limits.
- ▌ Delegate Task 4 Lane Workaround · vamseeachantaWork around delegate_task batch concurrency cap when the user wants four parallel review lanes.
- ▌ Roadmap Anchor Issue Governance · vamseeachantaReopen and reuse the original roadmap/umbrella issue as the governance anchor; create new issues only for genuinely missing scoped work, then retarget/link all execution issues back to the anchor.
- ▌ Interactive Dashboard Builder · vamseeachantaCreate self-contained HTML/JavaScript dashboards with Chart.js, filters, and professional styling
- ▌ Pytest Fixture Generator · vamseeachantaGenerate standardized pytest configuration with fixtures, markers, and coverage settings. Creates conftest.py and pytest.ini for workspace-hub compliant testing.
- ▌ Fatigue Analysis · vamseeachantaFatigue analysis for offshore structures including S-N curves, rainflow counting, Miner's rule, and DNV standards
- ▌ Mooring Analysis · vamseeachantaMooring system design, analysis, and assessment for floating offshore platforms
- ▌ Solver Benchmark · vamseeachantaRun N-way diffraction solver benchmarks comparing AQWA, OrcaWave, and BEMRosetta results
- ▌ Clinical Trial Protocol · vamseeachantaGenerate clinical trial protocols for medical devices or drugs through a modular, waypoint-based architecture with research-only and full protocol modes.
- ▌ Bulk Docstring Addition · vamseeachantaAdd Google-style docstrings to all public functions and classes in a Python package. Uses AST parsing for precise gap detection, priority ranking by coverage ratio, and multi-file patching.
- ▌ External Drive Ingest Planning · vamseeachantaPlan safe external-drive ingests into repo-aligned storage such as /mnt/ace: read-only mounts, manifests, staged rsync, dedupe-merge gates, GitHub issue traceability, and governance/execution split.
- ▌ Blender Worktree Test Hardening · vamseeachantaRecover and harden digitalmodel Blender automation work in isolated worktrees when uv/editable dependency paths break and local machines lack a Blender executable.
- ▌ LLM Wiki Source Extraction Coverage · vamseeachanta bundleDoc-type-aware extraction contract for llm-wiki source ingestion with measurable coverage and source-anchored traceability. Use when (1) ingesting a PDF, DOCX, XLSX, PPTX, HTML, or scanned-image source into a wiki `sources/` page, (2) computing the pre-extraction estimate (what fraction of the source we expect to recover) and post-extraction yield (what fraction we actually recovered), (3) anchoring wiki claims back to specific page / paragraph / cell / slide positions in the source so a reviewer can re-verify or revise against the actual document, (4) deciding whether OCR fallback or manual transcription is needed. Codifies workspace-hub's existing OCR fallback chain and python-docx / openpyxl / trafilatura patterns into a format-specific routing table. Companion to research/llm-wiki-page-shape-contract (Rule 7 input-layer pages) and research/llm-wiki — this skill is the defense against silent extraction failure.
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- ▌ DOCX Templates 1 Template Design · vamseeachantaSub-skill of docx-templates: 1. Template Design (+2).
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- ▌ Python DOCX 1 Document Structure · vamseeachantaSub-skill of python-docx: 1. Document Structure (+3).
- ▌ XLSX To Python Recommended Stack · vamseeachantaSub-skill of xlsx-to-python: Recommended Stack (+2).
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- ▌ Doc Extraction Cp Anode Formulae · vamseeachantaSub-skill of doc-extraction-cp: Anode Formulae (+3).
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- ▌ Gmsh Openfoam Orcaflex · vamseeachantaMulti-physics simulation pipeline — Gmsh mesh generation → OpenFOAM CFD → OrcaFlex structural/mooring analysis. Agent-callable end-to-end workflow that passes geometry, fluid loads, and structural response through three solvers in sequence with validated handoffs at each step. Stub/mock fallbacks for environments without solver licenses.
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- ▌ Git Sync Manager 3 Repository Status Check · vamseeachantaSub-skill of git-sync-manager: 3. Repository Status Check (+1).
- ▌ State Directory Manager 5 Cache Management · vamseeachantaSub-skill of state-directory-manager: 5. Cache Management (+1).
- ▌ Skill Creator Inspiration Examples · vamseeachantaSub-skill of skill-creator: Inspiration & Examples.
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- ▌ Discipline Refactor Phase 4 Validation · vamseeachantaSub-skill of discipline-refactor: Phase 4: Validation.
- ▌ Repo Cleanup Structure Section Updates · vamseeachantaSub-skill of repo-cleanup: Structure Section Updates (+1).
- ▌ Workstation Aware Provider Orchestration · vamseeachantaPlan and operate a Hermes-led control plane that routes AI provider work across workstations using quota urgency, machine readiness, GitHub issue gates, and a dispatch ledger.
- ▌ Orcaflex Extreme Analysis · vamseeachantaExtract extreme response values with linked statistics from OrcaFlex simulations. Use for design load identification, max/min extraction with associated values, and extreme event characterization.