vamseeachanta
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- ▌ LLM Wiki Public Private Routing · vamseeachanta bundleFirewall between the public llm-wiki repo (vamseeachanta/llm-wiki, MIT + CC-BY-4.0) and per-client private wikis (vamseeachanta/llm-wiki-<client>, e.g. llm-wiki-mkt-a per #2746). Use when (1) deciding whether a converted wiki page lands in public or private surface, (2) applying the project-name abstraction rule to public-bound content, (3) evaluating the public- availability exception that lets actual project names pass through unmodified, (4) promoting content from private to public after sanitization. Encodes the 2026-05-20 user routing directive verbatim: exact client results → private; abstracted (project-name only) → public; project name + all key data publicly available → exception applies. Companion to research/llm-wiki-page-shape-contract (which calls this skill at Rule 8) and research/llm-wiki-source-extraction-coverage (which produces the source pages this skill decides where to send).
- ▌ Equivalence Publish Health · vamseeachantaDiagnose and fix a machine whose equivalence-state fingerprint publish is absent, stale, or gate-length slow (the wh#3500 pre-push RUN_ALL deadlock signature). Use when the equality matrix shows PUBLISH-GATED / PUBLISH-STALE / MISSING-EVIDENCE on the publish-health row, or the sentinel reports absent-fingerprint / publish-slow divergences.
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- ▌ Continuous Planning Pipeline · vamseeachantaMaintain a standing day/night GitHub issue pipeline so agents always have planned, reviewed, user-approved work for overnight execution and next-day QA/approval.
- ▌ LLM Wiki Roadmap Integration · vamseeachantaIntegrate repo-ecosystem work into an existing llm-wiki / knowledge-roadmap issue without creating duplicate GitHub issues.
- ▌ Roadmap To Github Issue Wave · vamseeachantaTurn a roadmap/readiness review into a de-duplicated GitHub epic + child issue set with verification and explicit scope boundaries.
- ▌ Subagent Sandbox Limitations · vamseeachantaCritical limitations of delegate_task subagents — sandbox isolation prevents repo writes. Use for research/analysis only, not implementation.
- ▌ Pipefail Grep Q Sigpipe Guard · vamseeachantaDiagnose and fix false negatives caused by `grep -q` short-circuiting upstream producers under `set -euo pipefail`.
- ▌ Doc Extraction Drilling Riser · vamseeachantaLayer 3 domain sub-skill for extracting drilling riser data from API RP 16Q, DNV-RP-C205, and riser analysis reports. Provides detection heuristics for VIV parameters, kill/choke line specs, and BOP stack configurations. type: reference
- ▌ Hydrodynamics · vamseeachantaManage hydrodynamic coefficients, wave spectra, and environmental loading for vessel response analysis. Use for 6×6 matrix management, wave spectrum modeling, OCIMF loading calculations, and RAO interpolation.
- ▌ Github Issue Label Existence Audit · vamseeachantaPrevent GitHub issue creation failures by auditing exact label existence, duplicate titles, and partial-create risk before calling gh issue create.
- ▌ Cron Job Management · vamseeachantaPatterns for creating, testing, debugging, and maintaining cron-driven automation in workspace-hub, including log strategy, failure analysis, and safe git-aware job design.
- ▌ Dummy Backfill Test · vamseeachantaTemporary validation skill used to test skill backfill and commit flows.
- ▌ Pre Completion Cleanup Audit · vamseeachanta bundleAudit and dispose of session residue (orphan files, scratch dirs, sibling-repo state, locks, trash-stages) BEFORE claiming a task complete. Required gate before any agent says "all done", "task complete", or hands work back to user/orchestrator.
- ▌ Economic Sensitivity Analyzer · vamseeachantaPerform advanced economic sensitivity analysis for oil & gas investments including spider diagrams, 2D surfaces, breakeven analysis, and decision tree analysis.
- ▌ Improve Codebase Architecture · vamseeachanta bundleFind deepening opportunities in a codebase, informed by the domain language in CONTEXT.md and the decisions in docs/adr/. Use when the user wants to improve architecture, find refactoring opportunities, consolidate tightly-coupled modules, or make a codebase more testable and AI-navigable.
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- ▌ Core Context Management Validatecontextsh · vamseeachantaSub-skill of core-context-management: validate_context.sh (+4).
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- ▌ Search Strategy · vamseeachantaQuery decomposition and multi-source search orchestration for enterprise knowledge retrieval workflows
- ▌ Agent Work Adversarial Review · vamseeachantaAdversarially review the last 24h of multi-agent work by combining git history, GitHub issue state, generated analysis artifacts, governance tests, and duplicate-checked follow-up issue creation.
- ▌ Closed Issue Plan Refile Loop · vamseeachantaReopen and re-drive a previously closed GitHub plan issue after review/governance blockers are fixed, without prematurely restoring approval state.
- ▌ Enforcement Audit And Upgrade · vamseeachantaAudit existing enforcement infrastructure, identify gaps between advisory and strict modes, create hard-gate scripts, and incrementally roll out enforcement. Pattern from
- ▌ Plan Rerun State Revalidation · vamseeachantaRevalidate live plan state before rerunning adversarial review or resuming from a handoff so review prompts do not encode stale approval/artifact assumptions.
- ▌ Aqwa Reference · vamseeachantaAQWA solver stages (RESTART), OPTIONS keywords, FIDP/FISK external damping/stiffness cards, backend bugs, and MCP tool integration patterns.
- ▌ Catenary Riser · vamseeachantaAnalyze catenary and lazy wave riser configurations for static shape, forces, and OrcaFlex model generation. Use for riser static configuration analysis, catenary force calculations, lazy wave design, and generating OrcaFlex models from catenary parameters.
- ▌ Mesh Utilities · vamseeachantaQuick mesh inspection, conversion, quality checks, and coarsening for hydrodynamic solvers
- ▌ Mooring Design · vamseeachantaDesign and analyze mooring systems including CALM and SALM buoys, catenary moorings, and spread mooring configurations. Covers mooring line design, safety factors, environmental loading, and compliance with DNV, API, and ABS standards.
- ▌ Github Interaction Limits Hardening · vamseeachantaLock down public GitHub repositories so only collaborators can interact with issues, PRs, comments, discussions, and other user-generated surfaces using repository interaction limits; includes expiry verification and renewal handling.
- ▌ Gsd Operational Audit · vamseeachantaAudit a repo's live GSD/get-shit-done workflow state against docs, issues, and runtime outputs to find stale issues, automation reliability gaps, parser drift, migration residue, and policy contradictions.
- ▌ Repo Mission Portfolio Audit · vamseeachantaAudit the workspace-hub repo portfolio to extract each repo's mission, identify documentation gaps, and prioritize a plan/approval sequence with explicit LLM-wiki weighting for future issue triage.
- ▌ Worktree Branch Sync Hygiene · vamseeachanta bundleClass-level branch, worktree, dirty-main, stash, sync, and hook hygiene for workspace-hub style multi-repo work.
- ▌ Public Knowledge Graph Governance · vamseeachanta bundleMaintain public-safe knowledge graph artifacts for llm-wiki and similar markdown knowledge bases. Use when changing graph generators, validators, schema docs, weekly freshness checks, or public/private source-scope boundaries.
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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.