vamseeachanta/workspace-hub - 第 82 页

gsd-operational-audit

Audit 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.

原文语言：英语

document-index-pipeline

Orchestrate the 7-phase document indexing pipeline (A→G) for the 1M+ document corpus. Use when running batch extraction, classification, or gap analysis on og_standards, ace_standards, or workspace_spec sources.

原文语言：英语

digitalmodel-code-explorer

Fast orientation guide for the digitalmodel codebase, with module lookup, source-to-test mapping, and targeted inspection patterns to avoid repeated bulk-reading of digitalmodel/src and tests.

原文语言：英语

research-and-literature-gathering

Systematic 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…

原文语言：英语

prompt-engineering

Comprehensive prompting techniques including chain-of-thought, few-shot, zero-shot, system prompts, persona design, and evaluation patterns

原文语言：英语

lead-generation

B2B demand generation with CAC optimization, multi-channel strategies, and lead qualification frameworks. Use for lead acquisition, nurture campaigns, and conversion optimization. Based on alirezarezvani/claude-skills.

原文语言：英语

social-media

Social media marketing with campaign analysis, platform strategies, and engagement metrics. Use for social presence building, campaign tracking, and ROI analysis. Based on alirezarezvani/claude-skills.

原文语言：英语

memory-management

Two-tier memory system for decoding workplace shorthand, acronyms, nicknames, and internal language.

原文语言：英语

cross-platform-compat

Portable bash patterns for Windows Git Bash, Linux, and macOS. Canonical replacement table for bc/python3/nproc/sed-i/git-add and OS detection. Use when writing or auditing scripts that run across machines.

原文语言：英语

doc-research-download

Repeatable workflow for domain documentation research WRKs: search for freely-available references, download PDFs via shared bash lib, catalogue into knowledge/seeds/<domain>-resources.yaml. Use when starting any WRK that collects and indexes domain reference…

原文语言：英语

pptx

PowerPoint presentation toolkit for creating new presentations, editing existing ones, and using templates. Supports HTML-to-PPTX conversion, slide manipulation, and professional design. Use when building presentations, slide decks, or visual reports.

原文语言：英语

rag-system-builder

Build Retrieval-Augmented Generation (RAG) Q&A systems with Claude or OpenAI. Use for creating AI assistants that answer questions from document collections, technical libraries, or knowledge bases.

原文语言：英语

api12-drilling-analyzer

Analyze drilling performance and metrics using API 12-digit well numbering system. Use for drilling time analysis, cost benchmarking, well comparison, sidetracks tracking, and drilling efficiency metrics across GOM fields.

原文语言：英语

bsee-data-extractor

Extract and process BSEE (Bureau of Safety and Environmental Enforcement) data including production, WAR (Well Activity Reports), and APD (Application for Permit to Drill) data. Use for querying production data, well activities, drilling permits, completions,…

原文语言：英语

economic-sensitivity-analyzer

Perform advanced economic sensitivity analysis for oil & gas investments including spider diagrams, 2D surfaces, breakeven analysis, and decision tree analysis.

原文语言：英语

fdas-economics

Perform offshore field development economic analysis with NPV, MIRR, IRR, and payback calculations. Use for investment analysis, cashflow modeling, BSEE data integration, development system classification, and Excel report generation.

原文语言：英语

field-analyzer

Deepwater field-specific analysis for major Gulf of Mexico developments and production aggregation

原文语言：英语

hse-risk-analyzer

Analyze BSEE HSE (Health, Safety, Environment) incident data for risk assessment. Use for operator safety scoring, incident trend analysis, compliance tracking, and ESG-integrated economic evaluation.

原文语言：英语

marine-safety-incidents

Collect, analyze, and report marine safety incident data from 7 global maritime authorities. Use for incident scraping, safety trend analysis, risk assessment, geographic hotspot identification, and marine safety reporting.

原文语言：英语

metocean-data-fetcher

Fetch real-time and historical metocean data from NDBC, CO-OPS, Open-Meteo, ERDDAP, and MET Norway. Use for buoy data retrieval, tidal observations, marine forecasts, and multi-source data fusion.

原文语言：英语

metocean

Metocean data workflows — fetching, statistics, and visualization

原文语言：英语

metocean-statistics

Statistical analysis of metocean data including extreme value analysis, return periods, joint probability distributions, and directional statistics. Use for design criteria, fatigue analysis, and operational limits.

原文语言：英语

metocean-visualizer

Create interactive metocean visualizations including time series plots, wave roses, scatter plots, geographic maps, and dashboards. Use for data exploration, reporting, and operational monitoring.

原文语言：英语

npv-analyzer

Perform NPV analysis and economic evaluation for oil & gas assets. Use for cash flow modeling, price scenario analysis, Monte Carlo simulation, P10/P50/P90 probabilistic analysis, working interest calculations, and financial metrics (IRR, payback, NPV) for…

原文语言：英语

production-forecaster

Forecast oil & gas well production using decline curve analysis. Use when estimating EUR, generating type curves, fitting Arps models (exponential, hyperbolic, harmonic), or running reserve calculations. Supports conventional and unconventional wells,…

原文语言：英语

sodir-data-extractor

Extract and process Norwegian Petroleum Directorate field and production data from SODIR

原文语言：英语

web-scraper-energy

Web scraping workflows for energy data collection from BSEE and BOEM using Scrapy

原文语言：英语

well-production-dashboard

Create interactive well production dashboards with real-time monitoring, verification integration, economic metrics, and multi-format exports. Use for well performance analysis, field aggregation, production forecasting, and API-driven dashboards.

原文语言：英语

code-reviewer

Comprehensive code review toolkit for evaluating quality across multiple languages. Use for PR analysis, quality checking, and generating review reports. Based on alirezarezvani/claude-skills.

原文语言：英语

git-worktree-workflow

Use git worktrees for parallel Claude Code workflows. Run multiple Claude instances on different features simultaneously without merge conflicts. Use for parallel development, multi-branch testing, and subagent workflows.

原文语言：英语

github-sync

Multi-repository synchronization coordinator for version alignment, dependency sync, and cross-package integration. Use for package synchronization, version management, documentation alignment, and coordinated releases across multiple repositories.

原文语言：英语

mcp-builder

Guide for building high-quality Model Context Protocol (MCP) servers that allow LLMs to interact with external services. Use when creating new MCP integrations, tools, or servers for Claude or other AI systems.

原文语言：英语

sparc-architecture

SPARC Architecture phase specialist for system design, component architecture, interface design, scalability planning, and technology selection

原文语言：英语

sparc-pseudocode

SPARC Pseudocode phase specialist for algorithm design, data structure selection, complexity analysis, and design pattern identification

原文语言：英语

sparc-refinement

SPARC Refinement phase specialist for iterative improvement through TDD, code optimization, refactoring, performance tuning, and quality improvement

原文语言：英语

sparc-specification

SPARC Specification phase specialist for requirements analysis, constraint identification, use case definition, and acceptance criteria creation

原文语言：英语

python-project-template

Generate standardized Python project structure with pyproject.toml, UV environment, pytest configuration, and workspace-hub compliance. Creates production-ready project scaffolding.

原文语言：英语

fe-analyst

Finite Element Analysis Analyst — slender structure FEA for marine and offshore systems

原文语言：英语

mooring-design

Design 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.

原文语言：英语

clinical-trial-protocol

Generate clinical trial protocols for medical devices or drugs through a modular, waypoint-based architecture with research-only and full protocol modes.

原文语言：英语