vamseeachanta
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- ▌ Core Context Management · vamseeachantaManage agent context files, enforce size limits, and optimize token budget allocation
- ▌ Agent Usage Optimizer · vamseeachantaReads quota state and recommends optimal Codex/Codex/Gemini allocation per task
- ▌ Call Prep · vamseeachantaPrepare sales professionals for meetings with structured briefings and discovery questions
- ▌ Md To PDF · vamseeachanta bundleConvert Markdown documents with YAML frontmatter into styled, print-ready PDFs using Chrome headless.
- ▌ Research Literature · vamseeachanta bundleSystematize research and literature gathering for engineering categories — queries doc index, capability map, and standards ledger to produce structured research briefs for calculation implementation. type: reference
- ▌ Github Modes · vamseeachantaComprehensive GitHub integration modes for workflow orchestration, PR management, and repository coordination. Use for GitHub CLI operations, automated workflows, PR reviews, issue tracking, release management, and CI/CD coordination.
- ▌ Openfoam · vamseeachantaOpenFOAM AI Interface Skill — case setup, CLI execution, output parsing, failure diagnosis, validation
- ▌ Guidance · vamseeachanta bundleControl LLM output with regex and grammars, guarantee valid JSON/XML/code generation, enforce structured formats, and build multi-step workflows with Guidance - Microsoft Research's constrained generation framework
- ▌ Lodging Selection · vamseeachantaUse when recommending lodging inside a trip plan. Encodes the hotel-vs-Airbnb decision matrix, walk-distance gates, never-fabricate-listings rule, and the specific search-criteria template for Airbnb/Vrbo entries. Invoked by trip-planner.
- ▌ Clean Code · vamseeachantaClean code enforcement for workspace-hub Python repos: file/function size limits, God Object detection, naming rules, dead code removal, and refactor decision guidance. Consult before writing new modules or accepting large files.
- ▌ Playwright · vamseeachantaPlaywright CLI recipes for E2E testing, screenshots, PDF export, and accessibility audits. Use instead of browser MCP tools for deterministic, token-efficient browser automation.
- ▌ Macos Computer Use · vamseeachantaDrive the macOS desktop in the background — screenshots, mouse, keyboard, scroll, drag — without stealing the user's cursor, keyboard focus, or Space. Works with any tool-capable model. Load this skill whenever the `computer_use` tool is available.
- ▌ Npv Analyzer · vamseeachantaPerform 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 field development projects.
- ▌ Gemini Batch Execution · vamseeachantaExecute Gemini research tasks in efficient batches using hermes router to maximize $20/month quota utilization. Covers toolset config, batch patterns, sandbox pitfalls, and cleanup.
- ▌ Hermes Model Switching · vamseeachantaQuick provider/model switching for Hermes CLI — aliases, fallbacks, task routing matrix, and utilization audit pattern.
- ▌ AI Prompting · vamseeachantaLLM application patterns, prompt optimization techniques, and AI-powered data analysis workflows.
- ▌ Compliance · vamseeachantaAssist with privacy regulation compliance, DPA reviews, data subject requests, and regulatory monitoring
- ▌ Nda Triage · vamseeachantaScreen incoming NDAs using a 10-point evaluation checklist with GREEN/YELLOW/RED classification
- ▌ Code Reviewer · vamseeachantaComprehensive code review toolkit for evaluating quality across multiple languages. Use for PR analysis, quality checking, and generating review reports. Based on alirezarezvani/Codex-skills.
- ▌ Gmail Multi Account · vamseeachantaMulti-account Gmail management via himalaya CLI. Three accounts (aceengineer, achantav, skestates) with distinct triage rules, contact DBs, and tone profiles. Foundation skill for email automation.
- ▌ Github Pr Workflow · vamseeachanta bundleFull pull request lifecycle — create branches, commit changes, open PRs, monitor CI status, auto-fix failures, and merge. Works with gh CLI or falls back to git + GitHub REST API via curl.
- ▌ N8n · vamseeachantaOpen-source workflow automation platform with visual node-based editor, 400+ integrations, webhooks, and self-hosted deployment capabilities
- ▌ Ml Paper Writing · vamseeachanta bundleWrite publication-ready ML/AI papers for NeurIPS, ICML, ICLR, ACL, AAAI, COLM. Use when drafting papers from research repos, structuring arguments, verifying citations, or preparing camera-ready submissions. Includes LaTeX templates, reviewer guidelines, and citation verification workflows.
- ▌ Plan · vamseeachantaPlan mode for Hermes — inspect context, write a markdown plan into the active workspace's `.hermes/plans/` directory, and do not execute the work.
- ▌ Agent Teams · vamseeachanta bundleAgent team protocols for workspace-hub — when to use teams, decision matrix, team lifecycle, communication patterns, and MAX_TEAMMATES=3 constraint
- ▌ CLI Productivity · vamseeachanta bundleEssential CLI tools and shell productivity patterns for efficient terminal workflows
- ▌ Codex · vamseeachantaDelegate coding tasks to OpenAI Codex CLI agent. Use for building features, refactoring, PR reviews, and batch issue fixing. Requires the codex CLI and a git repository.
- ▌ Great Tables · vamseeachantaPublication-quality tables in Python with rich styling, formatting, conditional formatting, and export to HTML/images - inspired by R's gt package
- ▌ SQL Queries · vamseeachantaWrite correct, performant, readable SQL across all major data warehouse dialects
- ▌ Doc Research Download · vamseeachantaRepeatable 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 documents. type: reference
- ▌ DOCX Templates · vamseeachantaTemplate-based Word document generation using Jinja2 syntax. Create reports, contracts, and documents with loops, conditionals, tables, and mail merge capabilities.
- ▌ XLSX To Python · vamseeachantaConvert Excel calculation spreadsheets to Python code — extract formulas, build dependency graphs, generate pytest tests using cell values as assertions, and produce dark-intelligence archive YAMLs.
- ▌ Chartjs · vamseeachantaCreate simple, responsive charts quickly with Chart.js using canvas-based rendering
- ▌ Echarts · vamseeachantaCreate powerful interactive charts with Apache ECharts - balanced ease-of-use and customization
- ▌ Devtools · vamseeachantaOptimize development environment, containers, CLI productivity, and git workflows using Docker, shell tooling, and editor customization.
- ▌ Webapp Testing · vamseeachantaWeb application testing toolkit using Playwright with Python. Use for verifying frontend functionality, debugging UI behavior, capturing browser screenshots, viewing browser logs, and automating web interactions.
- ▌ Kanban Orchestrator · vamseeachantaDecomposition playbook + specialist-roster conventions + anti-temptation rules for an orchestrator profile routing work through Kanban. The "don't do the work yourself" rule and the basic lifecycle are auto-injected into every kanban worker's system prompt; this skill is the deeper playbook when you're specifically playing the orchestrator role.
- ▌ Gmail Headless OAUTH · vamseeachantaManual OAuth2 token exchange for Gmail on headless servers. Bypass gmail-mcp-multiauth browser requirement. Generate auth URLs, exchange codes, manage multi-account credentials with auto-refresh.
- ▌ Pyvista 3d · vamseeachantaAI interface skill for PyVista 3D visualization --- VTK wrapper for mesh rendering, STL/OBJ/VTK I/O, scalar coloring, offscreen rendering, and engineering analysis post-processing.
- ▌ Doc Extraction · vamseeachantaClassify and extract structured content from engineering documents using a 3-layer taxonomy: generic content types, engineering patterns, and domain sub-skills. Use when ingesting standards, reports, or technical manuals into structured data for downstream analysis. type: reference
- ▌ Maritime Legal · vamseeachanta bundleAI-assisted maritime legal and casualty consulting — engineering-technical interface with admiralty proceedings
- ▌ Risk And Redundancy · vamseeachantaUse when populating the Watch-outs section of a trip plan. Encodes failure modes (closures, weather, motion sickness, altitude, kid logistics) and the rule that every trip needs a Plan B for load-bearing legs. Invoked by trip-planner.
- ▌ Visual Review Board · vamseeachantaUse when sourcing destination preview photos for a trip plan. Encodes the Wikimedia-API thumburl pattern (no hand-construction), main-session re-verification, and the destination-specific selection rule. Invoked by trip-planner.
- ▌ Fdas Economics · vamseeachantaPerform 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.
- ▌ Field Analyzer · vamseeachantaDeepwater field-specific analysis for major Gulf of Mexico developments and production aggregation
- ▌ Hf Dataset Publishing · vamseeachanta bundleSave/publish analysis or computation results from ANY ecosystem repo to Hugging Face as a queryable, viewer-renderable dataset. Use when the user wants to "save results to hugging face", "publish dataset to HF", "hugging face data saving", "save analysis results", "hf dataset", "make results queryable", or "render via datasets-server API". Reshapes nested results into flat parquet tables, writes a dataset card with a viewer `configs:` block and provenance, applies license/public-vs-private routing, enforces a domain data-quality gate (faithful-to-source != correct), publishes to `aceengineer/<repo>-<projection>`, and verifies via the datasets-server API.
- ▌ Digitalmodel Code Explorer · vamseeachantaFast 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.
- ▌ Module Lookup · vamseeachantaQuery the digitalmodel module registry to discover modules by capability, standard, or maturity without reading source code.
- ▌ Content Calendar · vamseeachantaProduce a planned, on-voice content pipeline from a few content pillars — map each piece to a funnel stage + persona, atomize one core asset into many derivatives, schedule with owner/status, attach a distribution plan, and pass a quality gate. Built for steady B2B technical-content cadence (incl. data-backed seasonal series).
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- ▌ Git Sync Manager · vamseeachantaMulti-repository git synchronization and fetch-pull-push patterns for batch operations across workspaces
- ▌ Repo Cleanup · vamseeachantaSystematic cleanup of repository clutter including build artifacts, duplicates, temp files, and consolidation of scattered directories. Use for repository maintenance, artifact removal, directory consolidation, and gitignore updates.
- ▌ Today · vamseeachantaInteractive daily productivity review with guided priority setting. Supports morning planning, midday check-ins, and end-of-day wrap-ups. Use for daily ritual or cron automation.
- ▌ Data Analysis · vamseeachantaData processing, visualization, exploratory data analysis, and dashboard patterns using Polars, Pandas, and Plotly.
- ▌ Github Swarm Pr · vamseeachantaPull request swarm management for multi-agent code review and validation. Use for coordinated PR reviews, automated validation, PR-based swarm creation, and intelligent merge workflows.
- ▌ Github Workflow · vamseeachantaGitHub Actions workflow automation for intelligent CI/CD pipelines with adaptive optimization. Use for workflow creation, pipeline optimization, security scanning, failure analysis, and automated deployment strategies.
- ▌ Subagent Driven · vamseeachantaExecute implementation plans with structured subagent dispatch and two-stage review (spec compliance, then code quality). Based on obra/superpowers.
- ▌ Hermes Windows Setup · vamseeachanta bundleInstall and configure a repo-centric Hermes agent workspace on Windows. Covers prerequisites, repo cloning, Python/uv environment, skills system, memory bridge, and multi-agent coordination — the Windows equivalent of the Linux workspace-hub pattern.
- ▌ Gmail Data Extraction · vamseeachantaExtract structured data from Gmail emails using REST API (no pip dependencies). Covers inbox scanning, subject line regex extraction, email text parsing, thread-aware drafting, and legal-scan-before-commit workflow.
- ▌ Gmail Extract And Act · vamseeachantaThe email-as-queue workflow — extract structured data from emails, act on it, track thread state, and delete emails when topics complete. Email is transient; extracted data is persistent.
- ▌ Extract Learnings To Issues · vamseeachantaExtract unstructured user reflections and learnings, distill core themes, route insights to existing GitHub issues as contextual comments rather than creating duplicates.
- ▌ Transport And Passes · vamseeachantaUse when recommending transit for a trip — drive vs train vs fly, rail-pass selection, seat reservations and supplements, drive-time honesty. Invoked by trip-planner.
- ▌ Ecosystem Data Sources · vamseeachantaProactively surface what DATA the ecosystem already has for an engineering domain — before starting analysis, points to the consolidated data-source catalog, any latent ACE_SHARE project precedent, and the domain-database issue that curates it. Use when work touches an engineering domain (riser, mooring, pipeline, structural/FFS, naval-arch/hydro, metocean, materials, production, geotech, drilling, CAD/sim, or financial/asset), when someone asks 'do we have data for X', 'where do we get X data', 'build the X database', or before implementing a calculation that needs reference data.
- ▌ Hermes Memory Bridge · vamseeachanta bundleArchitecture and scripts for syncing Hermes memory into git-tracked .claude/memory/ so all machines get context via git pull. Covers quality gate, drift detection, topic mirroring, and cron automation.
- ▌ Uv Package Manager · vamseeachantaUV for fast Python package management, virtual environments, and project workflows
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- ▌ Popular Web Designs · vamseeachanta bundle54 production-quality design systems extracted from real websites. Load a template to generate HTML/CSS that matches the visual identity of sites like Stripe, Linear, Vercel, Notion, Airbnb, and more. Each template includes colors, typography, components, layout rules, and ready-to-use CSS values.
- ▌ Document Index Pipeline · vamseeachantaOrchestrate 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.
- ▌ PDF Utilities · vamseeachantaRead, extract, edit, and manipulate PDF documents including table extraction, page manipulation, fillable forms, and comments.
- ▌ Gmsh Meshing · vamseeachanta bundlegmsh Meshing Skill — CLI, .geo scripting, Python API, and solver integration
- ▌ Gtm Job Market Scan · vamseeachantaScan job boards to identify consulting opportunities by matching hiring demand to a practitioner's capabilities. Build a GTM outreach campaign from job postings. Reusable scanner at scripts/gtm/job-market-scanner.py.
- ▌ Source Command Gsd From Gsd2 · vamseeachantaImport a GSD-2 (.gsd/) project back to GSD v1 (.planning/) format
- ▌ Remote Desktop · vamseeachantaConnect to dev-secondary graphical desktop from dev-primary via VNC over SSH tunnel
- ▌ Repo Structure · vamseeachantaCanonical source layout, test mirroring, root cleanliness, gitignore, docs classification, and committed artifact rules for all workspace-hub tier-1 repos. Consult before creating directories or files in any submodule.
- ▌ Bd Pipeline Review · vamseeachantaRun the weekly marketing/BD review that turns activity into tracked, advancing opportunities. Pull a funnel snapshot against the KPI spine, enforce pipeline hygiene, focus on priority + at-risk deals, and end with written, owned action items. Guards against vanity metrics and leads falling through the cracks.
- ▌ Bash CLI Framework · vamseeachantaUniversal bash CLI patterns for colors, logging, headers, and error handling
- ▌ JSON Config Loader · vamseeachantaConfiguration file parsing patterns for bash scripts (INI, key=value, JSON)
- ▌ Opencode · vamseeachantaDelegate coding tasks to OpenCode CLI agent for feature implementation, refactoring, PR review, and long-running autonomous sessions. Requires the opencode CLI installed and authenticated.
- ▌ Feature Spec · vamseeachantaWrite structured product requirements documents (PRDs) with problem statements, user stories, requirements, and success metrics
- ▌ Daily Briefing · vamseeachantaProvide sales professionals with a prioritized daily action plan and pipeline overview
- ▌ Draft Outreach · vamseeachantaCreate personalized outreach messages by researching prospects and tailoring content before drafting
- ▌ Gh Work Planning · vamseeachantaCanonical GitHub issue planning route — issue intake, strengthened resource intelligence, repo-tracked plan artifact, adversarial review, GitHub progress posting, future-issue capture, explicit approval gate before execution, and execution-ready delegation packaging for Codex agent teams.
- ▌ Data Management · vamseeachantaComprehensive DataFrame loading, filtering, transformation, and data pipeline management from Excel, CSV, and multiple sources with YAML-driven configuration.
- ▌ Ydata Profiling · vamseeachantaAutomated data quality reports with comprehensive variable analysis, missing value detection, correlations, and HTML report generation - formerly pandas-profiling
- ▌ Highcharts · vamseeachantaCreate enterprise-grade interactive charts with Highcharts including stock and map visualizations
- ▌ Elite Frontend UX · vamseeachanta bundleCreate distinctive, production-grade frontend interfaces with expert-level UX design. Use when building SaaS dashboards, landing pages, marketing sites, React/Vue components, HTML/CSS layouts, or any web UI. Combines bold aesthetic direction with systematic design tokens, WCAG accessibility, conversion optimization, and Tailwind/React best practices. Produces polished, memorable interfaces that avoid generic AI aesthetics while meeting professional standards. type: reference
- ▌ Github Multi Repo · vamseeachantaCross-repository swarm orchestration for organization-wide automation and intelligent collaboration. Use for multi-repo coordination, synchronized operations, dependency management, and organization-wide policy changes.
- ▌ Github Pr Manager · vamseeachantaComprehensive pull request management with swarm coordination for automated reviews, testing, and merge workflows. Use for PR lifecycle management, multi-reviewer coordination, conflict resolution, and intelligent branch management.
- ▌ Verification Loop · vamseeachantaSix-phase quality gate for code changes. Runs build, typecheck, lint, test, security, and diff-review in sequence. Supports JavaScript/TypeScript, Python, and Rust with auto-detection and skip conditions.
- ▌ Doc Extraction Cp · vamseeachantaLayer 3 domain sub-skill for extracting cathodic protection data from DNV-RP-B401, DNV-RP-F103, and related CP standards. Provides CP-specific detection heuristics for anode calculations, coating breakdown factors, current density tables, and design life parameters. type: reference
- ▌ Issue Portfolio Triage · vamseeachantaTriage and rank GitHub issues across a workspace-hub style multi-repo ecosystem using machine-readiness, provider-utilization, and leverage scoring.
- ▌ Airflow · vamseeachantaPython DAG workflow orchestration using Apache Airflow for data pipelines, ETL processes, and scheduled task automation
- ▌ Perf Tuning · vamseeachantaDiagnose local machine slowness and apply CPU/IO/governor tuning. Use when work feels slow on ace-linux-1 / ace-linux-2 — Hermes lagging, git operations taking minutes, builds dragging, Codex feeling sluggish. Runs perf-bench.sh, identifies the dominant bottleneck (CPU governor, filesystem driver, NUMA, memory pressure, I/O contention), and applies fixes from the perf-tuning runbook.
- ▌ Google Workspace · vamseeachanta bundleGmail, Calendar, Drive, Contacts, Sheets, and Docs integration via Python. Uses OAuth2 with automatic token refresh. No external binaries needed — runs entirely with Google's Python client libraries in the Hermes venv.
- ▌ Source Command Learn Extended · vamseeachantaExtract learnings from the current session and convert them to actionable repo content. Phase 4 of #1760.
- ▌ Hse Risk Analyzer · vamseeachantaAnalyze 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.
- ▌ Github Repo Management · vamseeachanta bundleClone, create, fork, configure, and manage GitHub repositories. Manage remotes, secrets, releases, and workflows. Works with gh CLI or falls back to git + GitHub REST API via curl.
- ▌ Linkedin Funnel Ops · vamseeachantaRun the LinkedIn organic funnel — reactions/likes → page follows → engaged followers → conversations. Covers the concrete platform levers (invite-to-follow, the Premium-page auto-invite of reactors, comment-gating, newsletters, page CTA buttons, personal-profile reach) and the compliant ways to pull contact data. Converts engagement into tracked conversations, not vanity metrics.
- ▌ Test Oversized Skill · vamseeachantaA test fixture skill that exceeds 200 lines with multiple H2/H3 sections for split testing.
- ▌ Mkdocs · vamseeachantaBuild professional project documentation with MkDocs and Material theme. Covers site configuration, navigation, plugins, search optimization, versioning with mike, and deployment to GitHub Pages.