vamseeachanta
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- ▌ Clean Code Hard Limits Zero Tolerance · vamseeachantaSub-skill of clean-code: Hard Limits (Zero-Tolerance).
- ▌ Repo Structure Compliance Quick Check · vamseeachantaSub-skill of repo-structure: Compliance Quick-Check.
- ▌ Repo Structure Never Tests Inside Src · vamseeachantaSub-skill of repo-structure: NEVER: tests/ inside src/ (+7).
- ▌ Web Artifacts Builder Execution Checklist · vamseeachantaSub-skill of web-artifacts-builder: Execution Checklist.
- ▌ Repo Cleanup Folders To Delete Confirmed Safe · vamseeachantaSub-skill of repo-cleanup: Folders to DELETE (Confirmed Safe) (+3).
- ▌ PDF Text Extractor Readability Classification · vamseeachantaSub-skill of pdf-text-extractor: Readability Classification.
- ▌ Adversarial Review Prompt Refresh Guard · vamseeachantaPrevent stale plan/code review prompts from being sent to Codex/Gemini after the underlying artifact changed.
- ▌ Re Review Local Plan Artifact Grounding · vamseeachantaPrevent stale adversarial re-reviews by forcing Codex/Gemini to review the exact revised local plan artifact instead of stale GitHub issue text or default-branch content.
- ▌ Diagnose Stale Pycache Import Mismatch · vamseeachantaDiagnose Python ImportError cases where a symbol cannot be imported even though the source file already defines it; verify live source, interpreter/venv selection, clear stale __pycache__, and rerun targeted imports/tests.
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- ▌ Overnight Wave Pack Worktree Isolation · vamseeachantaSafely launch overnight multi-terminal workspace-hub planning packs from isolated worktrees when the main checkout is dirty or prompts share planning/index files.
- ▌ Static Site Build Artifact Plan Review · vamseeachantaPlan-review pattern for static-site fixes where the deployed artifact is generated from source files (e.g. sitemap/robots/static assets). Prevents review churn by separating durable regression checks from one-time migration verification and by validating built output, not just source files.
- ▌ Boundary Policy Classification By Role · vamseeachantaClassify artifacts as durable vs transient by their functional role rather than directory path, using multi-layer architectural validation
- ▌ Cash Basis Tax Reconciliation Workflow · vamseeachantaMulti-source document reconciliation to establish authoritative tax basis and complete Form 1120 for C-Corps using cash method
- ▌ Freetaxusa Tax Form Navigation Credits · vamseeachantaPattern for navigating FreeTaxUSA's tax form flow, validating auto-calculated credits, and handling form-specific exemptions
- ▌ Multi File Tax Reconciliation Workflow · vamseeachantaSystematic parallel review and reconciliation of multi-document tax filings with cross-reference validation
- ▌ Portable Pattern Verification Workflow · vamseeachantaMulti-package implementation with verification strategy for cross-platform configuration hardening
- ▌ Provider Session Ecosystem Audit And Exporters · vamseeachantaBuild and maintain cross-provider session-log audits for Codex, Codex, Hermes, and Gemini, including exporter design, normalization, and behavioral verification.
- ▌ Agenta 3 Evaluation Metrics And Testing · vamseeachantaSub-skill of agenta: 3. Evaluation Metrics and Testing.
- ▌ Agenta 4 Playground And Experimentation · vamseeachantaSub-skill of agenta: 4. Playground and Experimentation.
- ▌ Prompt Engineering Inconsistent Outputs · vamseeachantaSub-skill of prompt-engineering: Inconsistent Outputs (+2).
- ▌ Gis · vamseeachantaCross-application GIS skill — CRS reference, data formats, Blender/QGIS integration via digitalmodel.gis
- ▌ Mcporter · vamseeachantaUse the mcporter CLI to list, configure, auth, and call MCP servers/tools directly (HTTP or stdio), including ad-hoc servers, config edits, and CLI/type generation.
- ▌ Recall · vamseeachantaQuery the cross-provider topic-memory corpus by keyword (and optional class) instead of grepping ~180 files. Use when you need to check "what have we learned about X" before solving a problem.
- ▌ Plotly · vamseeachantaCreate interactive scientific and analytical charts with Plotly (JavaScript & Python)
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- ▌ Docker · vamseeachanta bundleComplete Docker containerization patterns for development and production workflows
- ▌ Wave Theory · vamseeachantaOcean wave theory including wave spectra, statistics, irregular seas, and wave transformation for offshore engineering
- ▌ Comfyui · vamseeachanta bundleGenerate images, video, and audio with ComfyUI — install, launch, manage nodes/models, run workflows with parameter injection. Uses the official comfy-cli for lifecycle and direct REST/WebSocket API for execution.
- ▌ Dspy · vamseeachanta bundleBuild complex AI systems with declarative programming, optimize prompts automatically, create modular RAG systems and agents with DSPy - Stanford NLP's framework for systematic LM programming
- ▌ Pypdf · vamseeachantaManipulate PDF documents programmatically. Merge, split, rotate, and watermark PDFs. Extract text and metadata. Handle form filling and encryption/decryption.
- ▌ Units · vamseeachantaUnit-safe engineering calculations with provenance tracking, dimensional consistency verification, and unit conversion across SI, inch, and metric systems.
- ▌ LLM Wiki · vamseeachantaKarpathy's LLM Wiki — build and maintain a persistent, interlinked markdown knowledge base. Ingest sources, query compiled knowledge, and lint for consistency.
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- ▌ Dash · vamseeachantaBuild production-grade interactive dashboards with Plotly Dash - enterprise features, callbacks, and scalable deployment
- ▌ PDF · vamseeachantaComprehensive PDF manipulation toolkit. For batch/bulk extraction (1K+ PDFs), use pdftotext (poppler) via subprocess — fastest and most reliable at scale. For single-document understanding, OpenAI Codex PDF-to-Markdown gives best results. Also supports text/table extraction, PDF creation, merging/splitting, and forms.
- ▌ Gmail Triage · vamseeachantaDaily multi-account Gmail inbox triage — scan unread, classify by urgency, cross-reference contacts, generate actionable digest. Supports ace/personal/skestates accounts.
- ▌ Sync · vamseeachantaFast, verified multi-repo synchronization across all workspace-hub submodules including pull, push, and submodule pointer updates.
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- ▌ Agenta · 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.
- ▌ DOCX · vamseeachantaComprehensive Word document toolkit for reading, creating, and editing .docx files. Supports text extraction, document creation with python-docx, and tracked changes via redlining workflow. Use for legal, academic, or professional document manipulation.
- ▌ PPTX · vamseeachantaPowerPoint presentation toolkit for creating new presentations, editing existing ones, and using templates. Supports HTML-to-PPTX conversion, slide manipulation, and professional design. Use when building presentations, slide decks, or visual reports.
- ▌ XLSX · 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.
- ▌ Godmode · vamseeachanta bundleJailbreak API-served LLMs using G0DM0D3 techniques — Parseltongue input obfuscation (33 techniques), GODMODE CLASSIC system prompt templates, ULTRAPLINIAN multi-model racing, encoding escalation, and Hermes-native prefill/system prompt integration. Use when a user wants to bypass safety filters, jailbreak a model, or red-team model robustness.
- ▌ Trip Planner · vamseeachantaUse when the user asks to plan, draft, or refine a leisure trip — weekend getaway, road trip, international rail trip, or beach vacation. Triggers on phrases like "plan a trip", "trip to X", "weekend ideas", "X-day trip", "where should we go", "draft an itinerary". Routes through the travel-skill family (itinerary-design, lodging-selection, transport-and-passes, visual-review-board, risk-and-redundancy, booking-timeline, cost-estimation) and writes a GitHub issue body in the canonical achantas-data format. Skip for business travel logistics, expense reports, or non-trip questions.
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- ▌ Manim Video · 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 · vamseeachantaHigh-performance DataFrame library for fast data processing with lazy evaluation, parallel execution, and memory efficiency
- ▌ Openpyxl · 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 · vamseeachantaTest-Driven Development methodology enforcing RED-GREEN-REFACTOR cycle. Use for writing tests first, preventing regression, and ensuring code correctness. Based on obra/superpowers.
- ▌ 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