vamseeachanta
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- ▌ Artifact Verification 2 · vamseeachanta bundleOrchestrator checklist to verify worker outputs against the approved plan before accepting artifacts. Phase 2 of orchestrator/worker context enforcement (#2020).
- ▌ Session Start Routine 2 · vamseeachantaPre-flight checks at session start — load context, check prior state, validate env, check for in-flight work from other terminals
- ▌ Sparc Pseudocode 2 · vamseeachantaSPARC Pseudocode phase specialist for algorithm design, data structure selection, complexity analysis, and design pattern identification
- ▌ Sparc Refinement 2 · vamseeachantaSPARC Refinement phase specialist for iterative improvement through TDD, code optimization, refactoring, performance tuning, and quality improvement
- ▌ Agent Learnings Portability 2 · vamseeachantaGit-track AI agent learnings so they survive machine loss — memory snapshots, corrections, patterns, insights across Claude, Hermes, Codex, and Gemini.
- ▌ Session Corpus Audit 4 · vamseeachantaAnalyze orchestrator session JSONL logs across Claude/Hermes/Codex to produce cross-agent baselines, tool/file frequency analysis, and skill gap detection. Use when auditing agent activity patterns or identifying skill gaps from session data.
- ▌ Cad Mesh Generation 2 · vamseeachantaGenerate parametric CAD geometry and finite element meshes using FreeCAD and GMSH
- ▌ Content Strategy 2 · vamseeachantaContent marketing strategy with brand voice, editorial calendar, and content frameworks. Use for blog planning, content creation pipelines, and brand consistency. Based on alirezarezvani/claude-skills.
- ▌ Hermes Ecosystem Integration 2 · vamseeachanta bundleWire Hermes into workspace-hub ecosystem — multi-repo skills, config sync, session export to learning pipeline, memory cross-pollination, skill patch tracking, and cross-machine health checks.
- ▌ External Repo Adoption Recon 2 · vamseeachantaClone and analyze an external open-source repo (best practices, frameworks, workflow toolkits) to produce a gap analysis against our ecosystem and an adoption cadence plan. Use when a user shares a GitHub URL of a methodology/tooling repo and wants to extract what's useful.
- ▌ Ecosystem Terminology 2 · vamseeachantaCanonical names, abbreviations, and relationship vocabulary for the workspace-hub ecosystem. Load this when naming repos, modules, machines, files, or expanding acronyms to ensure consistency across humans and agents. type: reference
- ▌ CLI Productivity 2 · vamseeachantaEssential CLI tools and shell productivity patterns for efficient terminal workflows
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- ▌ Module Based Refactor 2 · vamseeachanta bundleReorganize a repository from flat structure to a module-based 5-layer architecture (src/tests/specs/docs/examples) while preserving git history. Use when restructuring a codebase into modules, migrating import paths, cleaning up hidden folders, consolidating duplicate directories, removing root-level artifacts, or archiving completed plan files. Capabilities: parallel agent spawn strategy, hidden-folder consolidation patterns, benchmark fixture separation, 4-phase atomic commit workflow.
- ▌ Provider Session Quota Operations 2 · vamseeachanta bundleClass-level provider/session operations for Claude, Codex, Gemini, Hermes, quotas, audit exporters, readiness dispatch, and utilization scorecards.
- ▌ Gtm Parametric Demo Reports 2 · vamseeachanta bundleCreate parametric engineering demo reports (HTML+PDF) for cold outreach to marine/offshore contractors. Data-first architecture: input DBs → parametric sweep → output DBs → comparison matrices → branded interactive report.
- ▌ Cross Agent Skill Audit 2 · vamseeachantaAudit and fix skill accessibility across all 4 agents (Hermes, Claude Code, Codex CLI, Gemini CLI). Identifies gaps in symlink wiring, external_dirs, and per-repo routing.
- ▌ Memory Bridge Operation 2 · vamseeachantaManage the Hermes ↔ repo memory sync system — bridge, quality gate, compaction, health checks, and cron
- ▌ Excel Workbook To Python Cowork 2 · vamseeachantaConvert engineering Excel workbooks to Python code using Claude Desktop cowork on Windows. Benchmarked superior output with 24 vs 7 functions and 81 vs 53 tests for Ballymore jumper.
- ▌ Issue Tree Decomposition 2 · vamseeachanta bundleBreak a large umbrella GitHub issue into a layered tree of focused follow-on issues using read-only subagent analysis, then create the issues locally and update docs/parent issue with the issue map.
- ▌ Sparc Architecture 2 · vamseeachantaSPARC Architecture phase specialist for system design, component architecture, interface design, scalability planning, and technology selection
- ▌ Orcaflex 2 · vamseeachanta bundleOrcaFlex marine dynamic analysis — modeling, analysis, post-processing, and validation
- ▌ Comprehensive Learning 2 · vamseeachanta bundleSingle fire-and-forget command that runs the full session learning pipeline: insights → reflect → knowledge → improve → action-candidates → report. All machines run local Phases 1–9 against logs/orchestrator/ and commit derived state. dev-primary additionally runs Phase 10a (cross-machine compilation) and Phase 10 (report). Safe for cron scheduling. Use when session ends, nightly cron fires, or you want to harvest learnings from recent sessions. Replaces running 4 skills manually.
- ▌ YAML Workflow Executor 2 · vamseeachantaExecute data processing workflows defined in YAML configuration files. Supports data loading, transformation, validation, and reporting pipelines.
- ▌ Canvas Design 2 · vamseeachanta bundleCreate original visual art, static infographics, and data-backed visual artifacts in PNG and PDF formats using design philosophy principles. Use for museum-quality visual artifacts, design manifestos, artistic compositions, and stakeholder-facing risk/safety infographics.
- ▌ Skill Ecosystem Curation 2 · vamseeachanta bundleClass-level skill ecosystem curation: housekeeping, deduplication/collision reconciliation, archival, and consolidation governance.
- ▌ Stage Prompt Drift Guard 2 · vamseeachantaAudit historical stage-prompt artifact drift from Claude logs, generate a package index, and enforce only newly introduced drift in CI and local pre-push hooks.
- ▌ CI Test Debugging Gotchas 2 · vamseeachanta bundleClass-level CI/test/debugging gotchas: shell pipefail, stale pycache imports, lint restoration, GitHub Actions shell/platform quirks, and test-suite repair.
- ▌ Sparc Specification 2 · vamseeachantaSPARC Specification phase specialist for requirements analysis, constraint identification, use case definition, and acceptance criteria creation
- ▌ Hardware Assessment 2 · vamseeachantaCross-platform hardware assessment and system maintenance — assess hardware, update OS/tools/custom software, and track changes over time via JSON changelogs
- ▌ Repo Portfolio Steering 2 · vamseeachantaGenerate a one-page portfolio steering report for workspace-hub. Use when the user invokes /repo-portfolio-steering, asks about harness vs engineering balance, wants a portfolio health check, or asks which repos to fund next. Reports on portfolio steering, GTM readiness, and provider activity balance.
- ▌ Worker Discovery Protocol 2 · vamseeachantaProtocol for workers to capture and propagate discoveries back to the orchestrator and shared knowledge base. Phase 3 of orchestrator/worker context enforcement (#2020).
- ▌ Workflow Compliance Audit 2 · vamseeachantaSystematic audit of whether agents are following established workflows — cross-review, plan approval, TDD compliance, and document intelligence status.
- ▌ Research And Literature Gathering 2 · vamseeachantaSystematic workflow for finding, downloading, and indexing engineering literature by domain. Covers the full lifecycle: discovery via standards ledger and doc index, web search for open-access PDFs, download script generation, PDF validation, catalogue YAML creation, and handoff to the 7-phase document-index-pipeline for indexing. Use when populating a new engineering domain with reference literature or when a WRK item requires domain-specific standards and textbooks.
- ▌ Aqwa Input 2 · vamseeachantaAQWA input file formats (LIS, DAT, MES), analysis type configurations, standalone DAT conventions, mesh quality rules, and complete workflow config examples.
- ▌ Bemrosetta 2 · vamseeachantaBEMRosetta hydrodynamic coefficient converter - AQWA to OrcaFlex workflow with QTF and mesh support
- ▌ Engineering Solver Domain Recon 2 · vamseeachantaDeep reconnaissance of an engineering solver domain (OrcaWave, OrcaFlex, CalculiX, OpenFOAM, etc.) across a multi-repo ecosystem — map infrastructure, issues, skills, data artifacts, machine constraints, and solver queue state before planning work.
- ▌ Github Comment Body File Safety 2 · vamseeachantaPrevent shell-quoting and command-substitution bugs when posting GitHub issue/PR comments or editing bodies with gh CLI.
- ▌ Github Issue Closeout Race Safe 2 · vamseeachanta bundleClose GitHub issues without losing the evidence comment when multiple agents or races may close the issue concurrently.
- ▌ AI Tool Assessment 2 · vamseeachantaAssess and report on AI tool subscriptions, usage patterns, and cost-effectiveness. Use for reviewing AI subscriptions, analyzing tool usage, optimizing AI spend.
- ▌ Gh Work Execution 2 · vamseeachanta bundleCanonical GitHub issue execution route after plan approval — strengthened resource intelligence, TDD-first implementation, targeted validation, adversarial review, delegation controls for Claude agent teams, GitHub progress posting, future-issue capture, and commit/push with closeout discipline.
- ▌ Legal Sanity Review · vamseeachantaLegal Sanity Review Workflow — mandatory pre-gate in the cross-review cycle
- ▌ Uv Package Manager 2 · vamseeachantaUV for fast Python package management, virtual environments, and project workflows
- ▌ Wave Theory 2 · vamseeachantaOcean wave theory including wave spectra, statistics, irregular seas, and wave transformation for offshore engineering
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- ▌ Legal Sanity Review 2 · vamseeachantaLegal Sanity Review Workflow — mandatory pre-gate in the cross-review cycle
- ▌ Durable Provider Throughput Dispatch 2 · vamseeachanta bundleRun quota-aware but spend-forward Claude/Codex/Gemini batches when provider credits are not the bottleneck and the goal is durable plan/review/execution throughput across machines.
- ▌ Competitive Analysis 2 · vamseeachanta bundleCompetitive intelligence with positioning analysis, battlecards, and market monitoring. Use for competitor tracking, differentiation strategy, and win/loss analysis. Based on alirezarezvani/claude-skills.
- ▌ Memory Management 2 · vamseeachantaTwo-tier memory system for decoding workplace shorthand, acronyms, nicknames, and internal language.
- ▌ Engineering Issue Workflow 2 · vamseeachanta bundleMandatory workflow for engineering-critical GitHub issues — resource intelligence, plan review, TDD, implementation, and 3-provider cross-review.
- ▌ Gh Work Planning Checklist 2 · vamseeachanta bundleCompact live-execution checklist companion for the canonical gh-work-planning route. Use for fast operational tracking during issue planning without replacing the full route.
- ▌ Plotly Visualization 2 · vamseeachanta bundleGenerate interactive Plotly and Matplotlib visualizations from DataFrames with configurable templates and multi-format support.
- ▌ Documentation 2 · vamseeachantaGenerate professional documentation, technical writing, and presentations from code using MkDocs, Sphinx, and related tools.
- ▌ Aqwa Output 2 · vamseeachantaAQWA output formats (RAO CSV, coefficient JSON), LIS parsing conventions, result validation, benchmark comparison vs OrcaWave, and validation criteria.
- ▌ Cc Best Practice Adoption 2 · vamseeachantaUse when onboarding new Claude Code features, reviewing external best-practice repos, or expanding the daily learning catalog. Covers: gap analysis against native CC capabilities, tips catalog expansion, daily-learning script, native .claude/ structure (agents, commands, settings).
- ▌ Core Context Management Quick Reference 2 · vamseeachantaSub-skill of core-context-management: Quick Reference.
- ▌ Web Artifacts Builder 2 · vamseeachanta bundleBuild self-contained interactive web applications as single HTML files. Use for creating demos, prototypes, interactive tools, and standalone web experiences that work without external servers.
- ▌ Inventory Readiness Provider Dispatch 2 · vamseeachantaBuild and operate a computable readiness matrix that connects raw-data-to-GTM package stages with Claude/Codex/Gemini dispatch lanes and weekly credit pacing.
- ▌ Ace Linux 1 Control Surface 2 · vamseeachanta bundleOperate ace-linux-1 as the continuous AI-agent control surface for overnight and continuous batches that keep GTM material moving toward client outreach.
- ▌ Artifact Commit Verification 2 · vamseeachanta bundleClass-level artifact and commit verification for claimed agent work, exact file diffs, and closeout evidence.
- ▌ Viv Analysis 2 · vamseeachanta bundleAssess vortex-induced vibration (VIV) for risers and tubular members with natural frequency and safety factor calculations. Use for VIV susceptibility analysis, natural frequency calculation, vortex shedding assessment, and tubular member fatigue from VIV.
- ▌ Github Issue Lifecycle Operations 2 · vamseeachanta bundleClass-level GitHub issue lifecycle operations: issue creation, planning/execution routing, labels, evidence fields, roadmap anchors, closeout races, and visual planning.
- ▌ Continuous Planning Pipeline 2 · 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 2 · vamseeachanta bundleIntegrate repo-ecosystem work into an existing llm-wiki / knowledge-roadmap issue without creating duplicate GitHub issues.
- ▌ Subagent Sandbox Limitations 2 · vamseeachanta bundleCritical limitations of delegate_task subagents — sandbox isolation prevents repo writes. Use for research/analysis only, not implementation.
- ▌ Hydrodynamics 2 · 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.
- ▌ Cron Job Management 2 · vamseeachanta bundlePatterns 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 2 · vamseeachantaTemporary validation skill used to test skill backfill and commit flows.
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- ▌ Agent Work Adversarial Review 2 · vamseeachanta bundleAdversarially 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.
- ▌ Enforcement Audit And Upgrade 2 · 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 2 · vamseeachantaRevalidate live plan state before rerunning adversarial review or resuming from a handoff so review prompts do not encode stale approval/artifact assumptions.
- ▌ Catenary Riser 2 · 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.
- ▌ Mooring Design 2 · 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.
- ▌ Gsd Operational Audit 2 · 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 2 · vamseeachanta bundleAudit 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 2 · vamseeachanta bundleClass-level branch, worktree, dirty-main, stash, sync, and hook hygiene for workspace-hub style multi-repo work.
- ▌ Risk Assessment 2 · vamseeachanta bundlePerform probabilistic risk assessment with Monte Carlo simulations for offshore marine operations
- ▌ Mermaid Conventions 2 · vamseeachanta bundleConventions for creating consistent Mermaid diagrams including decision node layout, edge ordering, and flowchart direction rules.
- ▌ Comprehensive Learning Wrapper 2 · 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 2 · vamseeachantaFallback procedures when the Hermes ↔ Claude memory bridge writes .claude/memory outputs but the internal git commit/push path fails because of dirty, stale, or broken submodule state.
- ▌ Overnight Worktree Agent Waves 2 · vamseeachanta bundleOperate unattended overnight or background multi-agent waves with worktree isolation, artifact reconciliation, verification fallbacks, and closure-first batching.
- ▌ Docs Stale Reference Guardrails 2 · vamseeachantaPrevent deleted workflow/path references from creeping back into live docs by combining strict scans, legacy allowlists, and shared regex helpers.
- ▌ Signal Analysis 2 · 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.
- ▌ Calculation Methodology 2 · 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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- ▌ Clinical Trial Protocol 2 · vamseeachantaGenerate clinical trial protocols for medical devices or drugs through a modular, waypoint-based architecture with research-only and full protocol modes.
- ▌ External Drive Ingest Planning 2 · 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.
- ▌ Python Project Template 2 · vamseeachantaGenerate standardized Python project structure with pyproject.toml, UV environment, pytest configuration, and workspace-hub compliance. Creates production-ready project scaffolding.
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- ▌ Parallel Plan Drafting Worktrees 2 · vamseeachantaDraft multiple follow-up GitHub issue plans in parallel using isolated git worktrees plus background Claude Code print-mode runs, while keeping governance-safe boundaries and avoiding shared-file contention.
- ▌ Provider Session Ecosystem Audit 2 · vamseeachanta bundleAudit Claude/Codex/Hermes/Gemini session logs, normalize provider-specific quirks, and wire recurring exports/reporting for ongoing ecosystem health checks.
- ▌ Skill Chain Context Optimization 2 · vamseeachantaRefactor large or frequently-run skills into context-efficient chains using isolated execution, file-backed handoffs, minimal summaries, and runtime-aware command substitution.
- ▌ Python Project Template 3 · vamseeachantaGenerate standardized Python project structure with pyproject.toml, UV environment, pytest configuration, and workspace-hub compliance. Creates production-ready project scaffolding.
- ▌ Orcawave Analysis 2 · vamseeachantaExpert agent for OrcaWave diffraction/radiation analysis with deep expertise in marine hydrodynamics and panel method computations. Use for wave-structure interaction, added mass/damping calculations, QTF computation, and OrcaFlex hydrodynamic database generation.
- ▌ Plan Gated Issue Execution Wave 2 · vamseeachantaExecute a multi-issue architecture/planning wave in a plan-gated repo, then safely transition approved issues into implementation with file-based Claude prompts, local approval markers, subprocess monitoring, and cleanup handling for sandbox/hook edge cases.
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