vamseeachanta
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- ▌ 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.
- ▌ LLM Wiki Public Private Routing · vamseeachanta bundleFirewall between the public llm-wiki repo (vamseeachanta/llm-wiki, MIT + CC-BY-4.0) and per-client private wikis (vamseeachanta/llm-wiki-<client>, e.g. llm-wiki-mkt-a per #2746). Use when (1) deciding whether a converted wiki page lands in public or private surface, (2) applying the project-name abstraction rule to public-bound content, (3) evaluating the public- availability exception that lets actual project names pass through unmodified, (4) promoting content from private to public after sanitization. Encodes the 2026-05-20 user routing directive verbatim: exact client results → private; abstracted (project-name only) → public; project name + all key data publicly available → exception applies. Companion to research/llm-wiki-page-shape-contract (which calls this skill at Rule 8) and research/llm-wiki-source-extraction-coverage (which produces the source pages this skill decides where to send).
- ▌ Equivalence Publish Health · vamseeachantaDiagnose and fix a machine whose equivalence-state fingerprint publish is absent, stale, or gate-length slow (the wh#3500 pre-push RUN_ALL deadlock signature). Use when the equality matrix shows PUBLISH-GATED / PUBLISH-STALE / MISSING-EVIDENCE on the publish-health row, or the sentinel reports absent-fingerprint / publish-slow divergences.
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- ▌ Continuous Planning Pipeline · vamseeachantaMaintain a standing day/night GitHub issue pipeline so agents always have planned, reviewed, user-approved work for overnight execution and next-day QA/approval.
- ▌ LLM Wiki Roadmap Integration · vamseeachantaIntegrate repo-ecosystem work into an existing llm-wiki / knowledge-roadmap issue without creating duplicate GitHub issues.
- ▌ Roadmap To Github Issue Wave · vamseeachantaTurn a roadmap/readiness review into a de-duplicated GitHub epic + child issue set with verification and explicit scope boundaries.
- ▌ Subagent Sandbox Limitations · vamseeachantaCritical limitations of delegate_task subagents — sandbox isolation prevents repo writes. Use for research/analysis only, not implementation.
- ▌ Pipefail Grep Q Sigpipe Guard · vamseeachantaDiagnose and fix false negatives caused by `grep -q` short-circuiting upstream producers under `set -euo pipefail`.
- ▌ Doc Extraction Drilling Riser · 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
- ▌ Hydrodynamics · vamseeachantaManage hydrodynamic coefficients, wave spectra, and environmental loading for vessel response analysis. Use for 6×6 matrix management, wave spectrum modeling, OCIMF loading calculations, and RAO interpolation.
- ▌ Github Issue Label Existence Audit · vamseeachantaPrevent GitHub issue creation failures by auditing exact label existence, duplicate titles, and partial-create risk before calling gh issue create.
- ▌ Cron Job Management · vamseeachantaPatterns for creating, testing, debugging, and maintaining cron-driven automation in workspace-hub, including log strategy, failure analysis, and safe git-aware job design.
- ▌ Dummy Backfill Test · vamseeachantaTemporary validation skill used to test skill backfill and commit flows.
- ▌ Pre Completion Cleanup Audit · vamseeachanta bundleAudit and dispose of session residue (orphan files, scratch dirs, sibling-repo state, locks, trash-stages) BEFORE claiming a task complete. Required gate before any agent says "all done", "task complete", or hands work back to user/orchestrator.
- ▌ Economic Sensitivity Analyzer · vamseeachantaPerform advanced economic sensitivity analysis for oil & gas investments including spider diagrams, 2D surfaces, breakeven analysis, and decision tree analysis.
- ▌ Improve Codebase Architecture · vamseeachanta bundleFind deepening opportunities in a codebase, informed by the domain language in CONTEXT.md and the decisions in docs/adr/. Use when the user wants to improve architecture, find refactoring opportunities, consolidate tightly-coupled modules, or make a codebase more testable and AI-navigable.
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- ▌ Core Context Management Validatecontextsh · vamseeachantaSub-skill of core-context-management: validate_context.sh (+4).
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- ▌ Search Strategy · vamseeachantaQuery decomposition and multi-source search orchestration for enterprise knowledge retrieval workflows
- ▌ Agent Work Adversarial Review · vamseeachantaAdversarially review the last 24h of multi-agent work by combining git history, GitHub issue state, generated analysis artifacts, governance tests, and duplicate-checked follow-up issue creation.
- ▌ Closed Issue Plan Refile Loop · vamseeachantaReopen and re-drive a previously closed GitHub plan issue after review/governance blockers are fixed, without prematurely restoring approval state.
- ▌ Enforcement Audit And Upgrade · vamseeachantaAudit existing enforcement infrastructure, identify gaps between advisory and strict modes, create hard-gate scripts, and incrementally roll out enforcement. Pattern from
- ▌ Plan Rerun State Revalidation · vamseeachantaRevalidate live plan state before rerunning adversarial review or resuming from a handoff so review prompts do not encode stale approval/artifact assumptions.
- ▌ Aqwa Reference · vamseeachantaAQWA solver stages (RESTART), OPTIONS keywords, FIDP/FISK external damping/stiffness cards, backend bugs, and MCP tool integration patterns.
- ▌ Catenary Riser · vamseeachantaAnalyze catenary and lazy wave riser configurations for static shape, forces, and OrcaFlex model generation. Use for riser static configuration analysis, catenary force calculations, lazy wave design, and generating OrcaFlex models from catenary parameters.
- ▌ Mesh Utilities · vamseeachantaQuick mesh inspection, conversion, quality checks, and coarsening for hydrodynamic solvers
- ▌ Mooring Design · vamseeachantaDesign 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.
- ▌ Github Interaction Limits Hardening · 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.
- ▌ Gsd Operational Audit · vamseeachantaAudit 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.
- ▌ Repo Mission Portfolio Audit · vamseeachantaAudit the workspace-hub repo portfolio to extract each repo's mission, identify documentation gaps, and prioritize a plan/approval sequence with explicit LLM-wiki weighting for future issue triage.
- ▌ Worktree Branch Sync Hygiene · vamseeachanta bundleClass-level branch, worktree, dirty-main, stash, sync, and hook hygiene for workspace-hub style multi-repo work.
- ▌ Public Knowledge Graph Governance · vamseeachanta bundleMaintain public-safe knowledge graph artifacts for llm-wiki and similar markdown knowledge bases. Use when changing graph generators, validators, schema docs, weekly freshness checks, or public/private source-scope boundaries.
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