vamseeachanta
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- ▌ Lead Generation Scoring Criteria · vamseeachantaSub-skill of lead-generation: Scoring Criteria (+1).
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- ▌ Bsee Sodir Extraction 1 Rate Limiting · vamseeachantaSub-skill of bsee-sodir-extraction: 1. Rate Limiting (+2).
- ▌ Data Analysis 1 Lazy Evaluation First · vamseeachantaSub-skill of data-analysis: 1. Lazy Evaluation First (+3).
- ▌ Data Analysis Caching For Performance · vamseeachantaSub-skill of data-analysis: Caching for Performance (+2).
- ▌ Great Tables 4 Conditional Formatting · vamseeachantaSub-skill of great-tables: 4. Conditional Formatting.
- ▌ Streamlit 1 Use Caching Appropriately · vamseeachantaSub-skill of streamlit: 1. Use Caching Appropriately (+3).
- ▌ Sweetviz 3 Dataset Comparison Compare · vamseeachantaSub-skill of sweetviz: 3. Dataset Comparison (Compare).
- ▌ Document RAG Pipeline Error Handling · vamseeachantaSub-skill of document-rag-pipeline: Error Handling.
- ▌ PPTX Basic Creation With Python PPTX · vamseeachantaSub-skill of pptx: Basic Creation with python-pptx (+3).
- ▌ Semantic Search Setup Best Practices · vamseeachantaSub-skill of semantic-search-setup: Best Practices.
- ▌ Semantic Search Setup Error Handling · vamseeachantaSub-skill of semantic-search-setup: Error Handling.
- ▌ XLSX Financial Model Color Standards · vamseeachantaSub-skill of xlsx: Financial Model Color Standards (+1).
- ▌ Office Docs Testing Document Generation · vamseeachantaSub-skill of office-docs: Testing Document Generation.
- ▌ Python PPTX 6 Template Based Generation · vamseeachantaSub-skill of python-pptx: 6. Template-Based Generation.
- ▌ XLSX To Python Step 1 Dual Pass Loading · vamseeachantaSub-skill of xlsx-to-python: Step 1 — Dual-Pass Loading (+5).
- ▌ Plotly Example 1 3d Scatter Plot · vamseeachantaSub-skill of plotly: Example 1: 3D Scatter Plot (+5).
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- ▌ Elite Frontend UX 2 Design Token System · vamseeachantaSub-skill of elite-frontend-ux: 2. Design Token System.
- ▌ Git Worktree Workflow Create A Worktree · vamseeachantaSub-skill of git-worktree-workflow: Create a Worktree (+2).
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- ▌ Github Sync Sync Quality Metrics · vamseeachantaSub-skill of github-sync: Sync Quality Metrics (+1).
- ▌ Parallel File Processor Core Components · vamseeachantaSub-skill of parallel-file-processor: Core Components (+5).
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- ▌ Webapp Testing Wait For Dynamic Content · vamseeachantaSub-skill of webapp-testing: Wait for Dynamic Content (+5).
- ▌ Freecad Automation Version Metadata · vamseeachantaSub-skill of freecad-automation: Version Metadata.
- ▌ Doc Extraction Cp Source Code Alignment · vamseeachantaSub-skill of doc-extraction-cp: Source Code Alignment.
- ▌ Financial Analysis Accounting Standards · vamseeachantaSub-skill of financial-analysis: Accounting Standards (+3).
- ▌ Financial Analysis Valuation Techniques · vamseeachantaSub-skill of financial-analysis: Valuation Techniques (+2).
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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.