vamseeachanta
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- ▌ Quantification Metrics 2 · vamseeachantaCalculate and present quantifiable metrics for features, products, and initiatives including ROI, time savings, and adoption metrics.
- ▌ Internal Comms 2 · vamseeachantaCreate professional internal communications including memos, announcements, newsletters, and company updates. Use for employee communications, policy announcements, team updates, and organizational messaging.
- ▌ Theme Factory 2 · vamseeachantaProfessional styling toolkit with 10 pre-set themes for slides, documents, reports, and HTML pages. Use when applying consistent colors and fonts to any artifact, or when generating custom themes on-the-fly.
- ▌ Financial Statements 2 · vamseeachantaGenerate income statements, balance sheets, and cash flow statements with GAAP presentation and period-over-period comparison.
- ▌ Product Competitive Analysis 2 · vamseeachantaAnalyze competitors with feature comparison matrices, positioning analysis, and strategic implications
- ▌ Task Management 2 · vamseeachantaSimple task management using a shared TASKS.md file for tracking commitments and action items.
- ▌ Next Wave Handoff Bundle 2 · vamseeachanta bundleBuild a docs-only execution handoff bundle after a completed implementation wave — follow-up issue drafts, scoped authorization note, deploy checklist, operator note, copy/paste command bundle, and incremental commit hygiene.
- ▌ Data Context Extractor 2 · vamseeachantaGenerate or improve a company-specific data analysis skill by extracting tribal knowledge from analysts
- ▌ Knowledge Base Builder 2 · vamseeachanta bundleBuild searchable knowledge bases from document collections (PDFs, Word, text files). Use for creating technical libraries, standards repositories, research databases, or any large document collection requiring full-text search.
- ▌ Gmail Extract Archive 2 · vamseeachantaDEPRECATED — superseded by gmail-extract-and-act. Extract Gmail data into archive repo, parse attachments, legal scan, then delete. Uses archive-everything model.
- ▌ Gis Informed Workflow 2 · vamseeachantaGIS-Informed Engineering Workflow — GIS site data to engineering analysis inputs. Covers: bathymetry extraction, pipeline routing, well location to OrcaFlex, metocean spatial analysis, and property valuation spatial overlays.
- ▌ Vscode Extensions 2 · vamseeachantaVS Code productivity optimization with essential extensions, settings sync, profiles, keybindings, snippets, and workspace configuration
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- ▌ Mkdocs Example 2 · vamseeachantaMkDocs example admonition syntax. Use when inserting code examples or worked demonstrations in MkDocs documentation.
- ▌ Mkdocs Success 2 · vamseeachantaMkDocs success admonition syntax. Use when indicating completed actions or successful outcomes in MkDocs documentation.
- ▌ Mkdocs Warning 2 · vamseeachantaMkDocs warning admonition syntax. Use when alerting readers to potential issues or cautions in MkDocs documentation.
- ▌ Doc Coauthoring 2 · vamseeachantaCollaborate on documents with tracked changes, suggestions, and iterative refinement. Use for reviewing drafts, providing editorial feedback, and collaborative document development.
- ▌ Plan Automation Contracts 2 · vamseeachantaTighten plans for scheduled/reporting workflows and multi-source detectors so adversarial review can verify runtime, publication, and normalization behavior.
- ▌ Pandas Data Processing 2 · vamseeachantaPandas for time series analysis, OrcaFlex results processing, and marine engineering data workflows
- ▌ Testing Production 2 · vamseeachantaProduction validation specialist ensuring applications are fully implemented and deployment-ready. Use to verify no mock/stub/fake implementations remain, validate against real databases and APIs, perform end-to-end testing with actual systems, and confirm production readiness.
- ▌ Testing Tdd London 2 · vamseeachantaTDD London School (mockist) specialist for mock-driven, outside-in development. Use for behavior verification testing, contract-driven development, testing object collaborations, or when focusing on HOW objects interact rather than WHAT they contain.
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- ▌ Brand Guidelines 2 · vamseeachantaCreate and maintain brand guidelines including visual identity, voice and tone, and usage rules. Use for establishing brand standards, style guides, and ensuring brand consistency across materials.
- ▌ Algorithmic Art 2 · vamseeachantaCreate generative art using p5.js with seeded randomness and interactive exploration. Use for computational aesthetics, parametric design, particle systems, noise fields, and procedural generation.
- ▌ Frontend Design 2 · vamseeachantaCreate distinctive, production-grade web interfaces with high design quality. Use for components, pages, dashboards, and full applications that need to stand out from generic AI aesthetics.
- ▌ Ticket Triage 2 · vamseeachantaCategorize, prioritize, and route support tickets based on severity and type
- ▌ Competitive Intelligence 2 · vamseeachantaGenerate interactive HTML battlecards for competitive sales enablement and market positioning
- ▌ Gtm Cross Review Readiness 2 · vamseeachantaAdversarial review workflow for GTM feature work before user approval — validate shipped artifacts, live URLs, public-facing collateral, and issue/body status drift.
- ▌ Uv Package Manager 3 · vamseeachantaUV for fast Python package management, virtual environments, and project workflows
- ▌ Planning Code Goal 2 · vamseeachantaCode-centric Goal-Oriented Action Planning integrated with SPARC methodology. Use for feature implementation planning, performance optimization goals, testing strategy development, or any software development objective requiring systematic breakdown with measurable success criteria.
- ▌ Gmail Extract And Clean 2 · vamseeachantaDEPRECATED — superseded by gmail-extract-and-act. Extract emails from Gmail to /mnt/ace/<repo>/, archive to repos, commit, then delete. Uses archive-everything model.
- ▌ Wave Theory 3 · vamseeachantaOcean wave theory including wave spectra, statistics, irregular seas, and wave transformation for offshore engineering
- ▌ Tax Filing Strategy And Packets 2 · vamseeachantaClass-level tax filing strategy and packet assembly for C-Corp/personal/TaxAct workflows, including R&D strategy and strategic planning.
- ▌ Nextflow Pipelines 2 · vamseeachantaRun nf-core bioinformatics pipelines (rnaseq, sarek, atacseq) on sequencing data for gene expression, variant calling, and chromatin accessibility analyses.
- ▌ Single Cell Rna Qc 2 · vamseeachantaPerforms quality control on single-cell RNA-seq data (.h5ad or .h5 files) using scverse best practices with MAD-based filtering and comprehensive visualizations.
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- ▌ Engineering Chatbot Demo 2 · vamseeachantaGTM demo execution for engineering AI chatbot presentations — system prompt authoring, demo scripting, ROI capture
- ▌ Slack Gif Creator 2 · vamseeachantaCreate custom animated GIFs for Slack reactions and celebrations. Use for team milestones, custom emoji reactions, inside jokes, and workplace fun.
- ▌ Performance Analytics 2 · vamseeachantaAnalyze marketing performance with key metrics, trend analysis, and optimization recommendations
- ▌ User Research Synthesis 2 · vamseeachantaSynthesize qualitative and quantitative user research into structured insights and opportunity areas
- ▌ Numpy Numerical Analysis 2 · vamseeachantaNumPy for matrix operations, FFT, linear algebra, and numerical computations in marine engineering
- ▌ Doc Audit And Close Workflow 2 · vamseeachantaA repeatable workflow for executing a batch of documentation, audit, or planning tasks. For each task, it audits the current state, creates a plan/report, commits the result, and closes the corresponding GitHub issue. The process is designed to be idempotent.
- ▌ Engineering Report Generator 2 · vamseeachantaGenerate engineering analysis reports with interactive Plotly visualizations, standard report sections, and HTML export. Use for creating dashboards, analysis summaries, and technical documentation with charts.
- ▌ Investigative Issue Workdown 2 · vamseeachantaA robust workflow for handling a batch of related investigative tasks that require file system research, documentation, and version control.
- ▌ Reporting Workflow 2 · vamseeachantaEnd-to-end workflow for generating reports from data, validating outputs, running report-focused tests, and iterating on HTML/interactive reporting artifacts.
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- ▌ Usage Tracker 5 Trend Analysis 2 · vamseeachantaSub-skill of usage-tracker: 5. Trend Analysis (+1).
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- ▌ Roadmap To Github Issue Wave 2 · vamseeachantaTurn a roadmap/readiness review into a de-duplicated GitHub epic + child issue set with verification and explicit scope boundaries.
- ▌ Pipefail Grep Q Sigpipe Guard 2 · vamseeachantaDiagnose and fix false negatives caused by `grep -q` short-circuiting upstream producers under `set -euo pipefail`.
- ▌ Doc Extraction Drilling Riser 2 · 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
- ▌ Marine Safety 2 · vamseeachantaAssess offshore asset integrity, corrosion management, and life extension for aging marine structures
- ▌ Github Issue Label Existence Audit 2 · vamseeachantaPrevent GitHub issue creation failures by auditing exact label existence, duplicate titles, and partial-create risk before calling gh issue create.
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- ▌ Core Context Management Validatecontextsh 2 · vamseeachantaSub-skill of core-context-management: validate_context.sh (+4).
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- ▌ Search Strategy 2 · vamseeachantaQuery decomposition and multi-source search orchestration for enterprise knowledge retrieval workflows
- ▌ Closed Issue Plan Refile Loop 2 · vamseeachantaReopen and re-drive a previously closed GitHub plan issue after review/governance blockers are fixed, without prematurely restoring approval state.
- ▌ Aqwa Reference 2 · vamseeachantaAQWA solver stages (RESTART), OPTIONS keywords, FIDP/FISK external damping/stiffness cards, backend bugs, and MCP tool integration patterns.
- ▌ Mesh Utilities 2 · vamseeachantaQuick mesh inspection, conversion, quality checks, and coarsening for hydrodynamic solvers
- ▌ Github Interaction Limits Hardening 2 · 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.
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- ▌ Gis 2 · vamseeachantaCross-application GIS skill — CRS reference, data formats, Blender/QGIS integration via digitalmodel.gis
- ▌ Pypdf 2 · vamseeachantaManipulate PDF documents programmatically. Merge, split, rotate, and watermark PDFs. Extract text and metadata. Handle form filling and encryption/decryption.
- ▌ Units 2 · vamseeachantaUnit-safe engineering calculations with provenance tracking, dimensional consistency verification, and unit conversion across SI, inch, and metric systems.
- ▌ Dash 2 · vamseeachantaBuild production-grade interactive dashboards with Plotly Dash - enterprise features, callbacks, and scalable deployment
- ▌ Gmail Triage 2 · vamseeachantaDaily multi-account Gmail inbox triage — scan unread, classify by urgency, cross-reference contacts, generate actionable digest. Supports ace/personal/skestates accounts.
- ▌ Agenta 3 · vamseeachantaLLM prompt management and evaluation platform. Version prompts, run A/B tests, evaluate with metrics, and deploy with confidence using Agenta's self-hosted solution.
- ▌ XLSX 2 · vamseeachantaExcel spreadsheet toolkit for creating, reading, and manipulating .xlsx files. Supports formulas, formatting, charts, and financial modeling with industry-standard conventions. Use for data analysis, financial models, reports, and spreadsheet automation.
- ▌ Manim Video 2 · vamseeachanta bundleProduction pipeline for mathematical and technical animations using Manim Community Edition. Creates 3Blue1Brown-style explainer videos, algorithm visualizations, equation derivations, architecture diagrams, and data stories. Use when users request: animated explanations, math animations, concept visualizations, algorithm walkthroughs, technical explainers, 3Blue1Brown style videos, or any programmatic animation with geometric/mathematical content.
- ▌ Polars 3 · vamseeachantaHigh-performance DataFrame library for fast data processing with lazy evaluation, parallel execution, and memory efficiency
- ▌ Openpyxl 2 · vamseeachantaCreate and manipulate Microsoft Excel workbooks programmatically. Build spreadsheets with formulas, charts, conditional formatting, and pivot tables. Handle large datasets efficiently with streaming mode.
- ▌ Tdd Obra 2 · vamseeachantaTest-Driven Development methodology enforcing RED-GREEN-REFACTOR cycle. Use for writing tests first, preventing regression, and ensuring code correctness. Based on obra/superpowers.