vamseeachanta
- 3.3k skills
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- 2 days ago last updated
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- ▌ Legal Risk Assessment Mandatory Engagement · vamseeachantaSub-skill of legal-risk-assessment: Mandatory Engagement (+3).
- ▌ SEO Optimizer Required For Aceengineer · vamseeachantaSub-skill of seo-optimizer: Required for AceEngineer (+1).
- ▌ Product Roadmap Identifying Dependencies · vamseeachantaSub-skill of product-roadmap: Identifying Dependencies (+1).
- ▌ Memory Management Project Codenames · vamseeachantaSub-skill of memory-management: Project Codenames.
- ▌ Time Tracking 3 Toggl Track Reports · vamseeachantaSub-skill of time-tracking: 3. Toggl Track - Reports.
- ▌ Ydata Profiling 7 HTML Report Customization · vamseeachantaSub-skill of ydata-profiling: 7. HTML Report Customization.
- ▌ Document RAG Pipeline Build Knowledge Base · vamseeachantaSub-skill of document-rag-pipeline: Build Knowledge Base (+2).
- ▌ Knowledge Base Builder Execution Checklist · vamseeachantaSub-skill of knowledge-base-builder: Execution Checklist.
- ▌ Python DOCX 5 Image Insertion And Positioning · vamseeachantaSub-skill of python-docx: 5. Image Insertion and Positioning.
- ▌ YAML Configuration Loading YAML In Python · vamseeachantaSub-skill of yaml-configuration: Loading YAML in Python (+3).
- ▌ Highcharts Boost Module Large Datasets · vamseeachantaSub-skill of highcharts: Boost Module (Large Datasets) (+2).
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- ▌ Pandoc 5 Custom Latex Templates · vamseeachantaSub-skill of pandoc: 5. Custom LaTeX Templates (+1).
- ▌ Sphinx 1 Project Initialization · vamseeachantaSub-skill of sphinx: 1. Project Initialization (+1).
- ▌ Github Issue Tracker Core Capabilities · vamseeachantaSub-skill of github-issue-tracker: Core Capabilities.
- ▌ Github Multi Repo Multi Repo Dashboard · vamseeachantaSub-skill of github-multi-repo: Multi-Repo Dashboard (+2).
- ▌ Github Swarm Issue 3 Progress Tracking · vamseeachantaSub-skill of github-swarm-issue: 3. Progress Tracking (+3).
- ▌ LLM Wiki Page Shape Contract · vamseeachanta bundleEnforce the page-shape contract when a repo-side document or analysis output gets converted into an llm-wiki page. Use when (1) running `scripts/knowledge/llm_wiki.py ingest`, (2) writing or rewriting a wiki page from docs/reports/*, docs/handoffs/*, scripts/review/results/*, or calc citation outputs, (3) deciding whether a page should be split into a folder of sub-pages, (4) reviewing wiki PRs for length / diagram / divide-and-conquer compliance. Codifies the Karpathy + Astro-Han + lewislulu page rules applied to workspace-hub's domain-wiki layout under /mnt/local-analysis/llm-wiki/wikis/<domain>/. Sibling to research/llm-wiki (which owns the CLI ops) — this skill is the quality gate every converted page must clear before commit.
- ▌ Python Project Template · 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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- ▌ Mkdocs Example · vamseeachantaMkDocs example admonition syntax. Use when inserting code examples or worked demonstrations in MkDocs documentation.
- ▌ Mkdocs Success · vamseeachantaMkDocs success admonition syntax. Use when indicating completed actions or successful outcomes in MkDocs documentation.
- ▌ Mkdocs Warning · vamseeachantaMkDocs warning admonition syntax. Use when alerting readers to potential issues or cautions in MkDocs documentation.
- ▌ Doc Coauthoring · vamseeachantaCollaborate on documents with tracked changes, suggestions, and iterative refinement. Use for reviewing drafts, providing editorial feedback, and collaborative document development.
- ▌ Plan Automation Contracts · vamseeachantaTighten plans for scheduled/reporting workflows and multi-source detectors so adversarial review can verify runtime, publication, and normalization behavior.
- ▌ Worker Discovery Protocol · 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 · vamseeachantaSystematic audit of whether agents are following established workflows — cross-review, plan approval, TDD compliance, and document intelligence status.
- ▌ Research And Literature Gathering · 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.
- ▌ Pandas Data Processing · vamseeachantaPandas for time series analysis, OrcaFlex results processing, and marine engineering data workflows
- ▌ Testing Production · 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 · 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.
- ▌ Aqwa Input · vamseeachantaAQWA input file formats (LIS, DAT, MES), analysis type configurations, standalone DAT conventions, mesh quality rules, and complete workflow config examples.
- ▌ Bemrosetta · vamseeachantaBEMRosetta hydrodynamic coefficient converter - AQWA to OrcaFlex workflow with QTF and mesh support
- ▌ Fe Analyst · vamseeachantaFinite Element Analysis Analyst — slender structure FEA for marine and offshore systems
- ▌ Engineering Solver Domain Recon · 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 · vamseeachantaPrevent shell-quoting and command-substitution bugs when posting GitHub issue/PR comments or editing bodies with gh CLI.
- ▌ Github Issue Closeout Race Safe · vamseeachantaClose GitHub issues without losing the evidence comment when multiple agents or races may close the issue concurrently.
- ▌ AI Tool Assessment · 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 · vamseeachantaCanonical GitHub issue execution route after plan approval — strengthened resource intelligence, TDD-first implementation, targeted validation, adversarial review, delegation controls for Codex agent teams, GitHub progress posting, future-issue capture, and commit/push with closeout discipline.
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- ▌ Durable Provider Throughput Dispatch · vamseeachanta bundleRun quota-aware but spend-forward Codex/Codex/Gemini batches when provider credits are not the bottleneck and the goal is durable plan/review/execution throughput across machines.
- ▌ Brand Guidelines · 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 · 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 · 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 · vamseeachantaCategorize, prioritize, and route support tickets based on severity and type
- ▌ Competitive Analysis · vamseeachantaCompetitive intelligence with positioning analysis, battlecards, and market monitoring. Use for competitor tracking, differentiation strategy, and win/loss analysis. Based on alirezarezvani/Codex-skills.
- ▌ Memory Management · vamseeachantaTwo-tier memory system for decoding workplace shorthand, acronyms, nicknames, and internal language.
- ▌ Competitive Intelligence · vamseeachantaGenerate interactive HTML battlecards for competitive sales enablement and market positioning
- ▌ Engineering Issue Workflow · vamseeachanta bundleMandatory workflow for engineering-critical GitHub issues — resource intelligence, plan review, TDD, implementation, and 3-provider cross-review.
- ▌ Gh Work Planning Checklist · vamseeachantaCompact live-execution checklist companion for the canonical gh-work-planning route. Use for fast operational tracking during issue planning without replacing the full route.
- ▌ Gtm Cross Review Readiness · vamseeachantaAdversarial review workflow for GTM feature work before user approval — validate shipped artifacts, live URLs, public-facing collateral, and issue/body status drift.
- ▌ Plotly Visualization · vamseeachantaGenerate interactive Plotly and Matplotlib visualizations from DataFrames with configurable templates and multi-format support.
- ▌ Documentation · vamseeachantaGenerate professional documentation, technical writing, and presentations from code using MkDocs, Sphinx, and related tools.
- ▌ Planning Code Goal · 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 · 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.
- ▌ Aqwa Output · vamseeachantaAQWA output formats (RAO CSV, coefficient JSON), LIS parsing conventions, result validation, benchmark comparison vs OrcaWave, and validation criteria.
- ▌ Tax Filing Strategy And Packets · vamseeachantaClass-level tax filing strategy and packet assembly for C-Corp/personal/TaxAct workflows, including R&D strategy and strategic planning.
- ▌ Nextflow Pipelines · vamseeachantaRun nf-core bioinformatics pipelines (rnaseq, sarek, atacseq) on sequencing data for gene expression, variant calling, and chromatin accessibility analyses.
- ▌ Single Cell Rna Qc · vamseeachantaPerforms quality control on single-cell RNA-seq data (.h5ad or .h5 files) using scverse best practices with MAD-based filtering and comprehensive visualizations.
- ▌ Cc Best Practice Adoption · vamseeachantaUse when onboarding new Codex 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 .Codex/ structure (agents, commands, settings).
- ▌ Context Compaction Handoff · vamseeachanta bundleGuardrails for resuming work after context compaction or transcript handoff blocks; prioritize the latest real user request over stale summarized tasks and verify before answering.
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- ▌ Core Context Management Quick Reference · vamseeachantaSub-skill of core-context-management: Quick Reference.
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- ▌ Web Artifacts Builder · vamseeachantaBuild 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.
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- ▌ Inventory Readiness Provider Dispatch · vamseeachantaBuild and operate a computable readiness matrix that connects raw-data-to-GTM package stages with Codex/Codex/Gemini dispatch lanes and weekly credit pacing.
- ▌ Engineering Chatbot Demo · vamseeachantaGTM demo execution for engineering AI chatbot presentations — system prompt authoring, demo scripting, ROI capture
- ▌ Slack Gif Creator · vamseeachantaCreate custom animated GIFs for Slack reactions and celebrations. Use for team milestones, custom emoji reactions, inside jokes, and workplace fun.
- ▌ Performance Analytics · vamseeachantaAnalyze marketing performance with key metrics, trend analysis, and optimization recommendations
- ▌ User Research Synthesis · vamseeachantaSynthesize qualitative and quantitative user research into structured insights and opportunity areas
- ▌ Ace Linux 1 Control Surface · vamseeachantaOperate ace-linux-1 as the continuous AI-agent control surface for overnight and continuous batches that keep GTM material moving toward client outreach.
- ▌ Numpy Numerical Analysis · vamseeachantaNumPy for matrix operations, FFT, linear algebra, and numerical computations in marine engineering
- ▌ Artifact Commit Verification · vamseeachanta bundleClass-level artifact and commit verification for claimed agent work, exact file diffs, and closeout evidence.
- ▌ Doc Audit And Close Workflow · 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 · 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 · vamseeachantaA robust workflow for handling a batch of related investigative tasks that require file system research, documentation, and version control.
- ▌ Reporting Workflow · vamseeachantaEnd-to-end workflow for generating reports from data, validating outputs, running report-focused tests, and iterating on HTML/interactive reporting artifacts.
- ▌ Viv Analysis · vamseeachantaAssess 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 · vamseeachanta bundleClass-level GitHub issue lifecycle operations: issue creation, planning/execution routing, labels, evidence fields, roadmap anchors, closeout races, and visual planning.
- ▌ Linkedin Post To Gtm Ingestion · vamseeachantaReview external LinkedIn posts and fold reusable insights into ACE-style GTM docs, capability maps, and content calendars.
- ▌ Communication Voice · vamseeachantaWrite outbound email and external messages in Vamsee Achanta's voice — a subtle offer to help, never bold or rash claims. Load before drafting ANY email, LinkedIn/Collide reply, proposal note, or outreach sent under his name.