vamseeachanta
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- ▌ Kanban Worker · vamseeachantaPitfalls, examples, and edge cases for Hermes Kanban workers. The lifecycle itself is auto-injected into every worker's system prompt as KANBAN_GUIDANCE (from agent/prompt_builder.py); this skill is what you load when you want deeper detail on specific scenarios.
- ▌ Gmail Outreach · vamseeachantaOutbound email actions — periodic relationship touchbase messages and batch unsubscribe from newsletters/marketing. Combines gmail-touchbase + gmail-unsubscribe into one skill.
- ▌ Drilling · vamseeachantaDomain expertise for drilling engineering covering well planning, hydraulics, well control, and drilling operations analysis.
- ▌ Qgis · vamseeachantaQGIS AI Interface Skill — PyQGIS headless automation, Processing framework, vector/raster I/O, CRS transforms, well plotting from CSV, failure diagnosis
- ▌ Field Dev Code Recon · vamseeachantaExtract field development information from external sources (LinkedIn posts, technical content), map against digitalmodel codebase coverage, document gaps, and create actionable GitHub issues.
- ▌ Github Issues · vamseeachanta bundleCreate, manage, triage, and close GitHub issues. Search existing issues, add labels, assign people, and link to PRs. Works with gh CLI or falls back to git + GitHub REST API via curl.
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- ▌ Handoff · vamseeachantaCompact the current conversation into a handoff document for another agent to pick up.
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- ▌ Pandasai · vamseeachanta bundleConversational data analysis using natural language queries on pandas DataFrames. Use when you want to ask plain-English questions about data, generate charts, explain transformations, or build exploratory analysis interfaces — all powered by an LLM backend. Supports OpenAI, Anthropic, Google Gemini, Azure OpenAI, and local models. Handles single DataFrames (SmartDataframe) and multi-table joins (SmartDatalake).
- ▌ Autoviz · vamseeachantaAutomatic exploratory data analysis and visualization with a single line of code - generates comprehensive charts, detects patterns, and exports to HTML/notebooks
- ▌ Matlab Dark Port · vamseeachantaPort legacy MATLAB engineering code to Python through the legal deny-list gate — extract example data, audit branded names, build regression tests, and commit to nested repo correctly.
- ▌ Shell Tdd · vamseeachantaShell-based TDD test harness patterns — pass/fail counters, common assertions, set -e gotchas, and exit code conventions for bash test scripts
- ▌ Contact Manager · vamseeachantaNormalize, classify, and manage contact databases across 3 Gmail accounts. Clean CSV exports, deduplicate, tag categories, flag touchbase/unsubscribe candidates.
- ▌ Wiki Context · vamseeachantaAuto-query llm-wiki domains for relevant context before executing domain tasks
- ▌ Improve · vamseeachantaAutonomous session-exit skill that improves all ecosystem files from session learnings
- ▌ Obsidian · vamseeachanta bundleLocal-first knowledge management with markdown vaults, bidirectional linking, plugin ecosystem, and flexible sync strategies
- ▌ Langchain · vamseeachantaBuild production-ready LLM applications with chains, agents, memory, tools, and RAG pipelines using the LangChain framework
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- ▌ Sweetviz · vamseeachantaAutomated EDA comparison reports with target analysis, feature comparison, and HTML report generation for pandas DataFrames
- ▌ Skill Eval · vamseeachanta bundleEvaluate all workspace-hub skills for structural validity, content quality, cross-reference integrity, and registry consistency. Runs 18 checks across critical, warning, and info severity levels with actionable fix suggestions.
- ▌ Test Fixer · vamseeachantaSafe workflow for fixing bulk test assertion failures in existing test suites — collection errors mask deeper problems, replace_all corrupts, fix source first then tests
- ▌ Gmail Operations · vamseeachanta bundleClass-level Gmail and email operations: multi-account setup, OAuth, triage, extraction, archiving, attachments, unsubscribe, and touchbase workflows.
- ▌ Cost Estimation · vamseeachantaUse when constructing the Estimated cost ballpark section of a trip plan. Encodes bucket structure (flights+pass+lodging+food+extras), 2026 family-of-N anchors, and the re-verify-at-booking marker. Invoked by trip-planner.
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- ▌ Drive File Search · vamseeachanta bundleSurface SPECIFIC FILES on the shared drives (/mnt/ace, /mnt/dde) relevant to the current task — the FILE-level complement to ecosystem-data-sources (domain-catalog level). Extracts query terms from work context, runs the drive-index CLI once, presents ranked canonical paths with freshness caveats. Use for similar-past-work, prior-project, or files/examples/precedent asks; when domain work needs past deliverables (mooring calc → xlsx/py; CAD → dwg/step; standards → PDF inventory).
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- ▌ Corporate Tax Form Fill · vamseeachantaProgrammatically fill IRS tax form PDFs (Form 1120, etc.) using pymupdf/fitz. Covers field discovery, mapping, filling, cross-checking, and PDF generation.
- ▌ Streamlit · vamseeachantaBuild interactive data applications and dashboards with pure Python - no frontend experience required
- ▌ Calculation Report · vamseeachantaGenerate professional engineering calculation reports from YAML — renders LaTeX formulas, interactive charts, and pass/fail outputs as HTML using the warm-parchment design system
- ▌ Knowledge Pipeline · vamseeachantaWorkflow for maintaining workspace-hub knowledge and learning pipelines across scripts/knowledge, scripts/learning, and docs/superpowers, including indexing, archive synthesis, issue updates, and pipeline troubleshooting.
- ▌ Office Docs · vamseeachantaAutomate Microsoft Office and PDF document workflows including generation, manipulation, and template-based document processing.
- ▌ Python DOCX · vamseeachantaCreate and manipulate Microsoft Word documents programmatically. Build reports, contracts, and documentation with full control over paragraphs, tables, headers, styles, and images.
- ▌ Python PPTX · vamseeachantaCreate and manipulate PowerPoint presentations programmatically. Build slide decks with layouts, shapes, charts, tables, and images. Generate data-driven presentations from templates.
- ▌ D3js · vamseeachantaCreate custom, highly interactive data visualizations with D3.js (Data-Driven Documents)
- ▌ Github Sync · vamseeachantaMulti-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.
- ▌ MCP Builder · vamseeachantaGuide 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 Codex or other AI systems.
- ▌ Blender Interface · vamseeachantaAI interface skill for Blender 3D — headless CLI execution, Python bpy API, mesh import/export, rendering, and integration with engineering analysis workflows.
- ▌ Oil And Gas · vamseeachantaDomain expertise for petroleum engineering, reservoir analysis, production optimization, and energy industry operations across the full oil and gas value chain.
- ▌ Booking Timeline · vamseeachantaUse when constructing the Booking & reservation timeline section of a trip plan. Encodes the 4-month / 2-month / 6-week / 1-week reservation cascade and refund-window rules. Invoked by trip-planner.
- ▌ Itinerary Design · vamseeachantaUse when constructing a day-by-day itinerary inside a trip plan. Encodes base-count rules, jet-lag handling, transit-day discipline, slack budgeting, and the "last day = travel only" rule. Invoked by the trip-planner skill.
- ▌ Repo Sync · vamseeachanta bundleSmart repository synchronization across workspace-hub ecosystem — diagnoses and fixes pull failures (detached HEAD, diverged branches, uncommitted changes)
- ▌ Slim Git History · vamseeachanta bundleDiagnose and reduce git repository bloat — multi-GB .git, slow git status/fetch/clone caused by large binaries committed to history. Consolidates packs and enables the untracked-cache (always-safe wins), then plans an operator-gated history rewrite that strips only large already-deleted blobs. Use when a repo's .git is multiple GB, git ops are slow, or the user mentions "repo bloat", "shrink/slim .git", "git filter-repo", "repo health", or large binaries in git history. Safe to point at any workspace-hub repo.
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- ▌ Usage Tracker · vamseeachantaTrack and analyze usage metrics with timestamped logging, reporting, and trend detection
- ▌ 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.