Agent skills
Skills you can use with AI coding agents, indexed from public GitHub repositories.
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calculation-report
Generate professional engineering calculation reports from YAML — renders LaTeX formulas, interactive charts, and pass/fail outputs as HTML using the warm-parchment design system
vamseeachanta/workspace-hub 4
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research-and-literature-gathering
Systematic 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.
vamseeachanta/workspace-hub 4
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document-index-pipeline
Orchestrate the 7-phase document indexing pipeline (A→G) for the 1M+ document corpus. Use when running batch extraction, classification, or gap analysis on og_standards, ace_standards, or workspace_spec sources.
vamseeachanta/workspace-hub 4
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dark-intelligence-workflow
Extract calculation methodology from legacy Excel/files into clean, client-free dark intelligence archive — the canonical path for porting legacy calculations to public repos while avoiding legal/IP issues.
vamseeachanta/workspace-hub 4
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doc-research-download
Repeatable workflow for domain documentation research WRKs: search for freely-available references, download PDFs via shared bash lib, catalogue into knowledge/seeds/<domain>-resources.yaml. Use when starting any WRK that collects and indexes domain reference documents. type: reference
vamseeachanta/workspace-hub 4
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pypdf
Manipulate PDF documents programmatically. Merge, split, rotate, and watermark PDFs. Extract text and metadata. Handle form filling and encryption/decryption.
vamseeachanta/workspace-hub 4
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python-pptx
Create and manipulate PowerPoint presentations programmatically. Build slide decks with layouts, shapes, charts, tables, and images. Generate data-driven presentations from templates.
vamseeachanta/workspace-hub 4
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python-docx
Create and manipulate Microsoft Word documents programmatically. Build reports, contracts, and documentation with full control over paragraphs, tables, headers, styles, and images.
vamseeachanta/workspace-hub 4
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xlsx-to-python
Convert Excel calculation spreadsheets to Python code — extract formulas, build dependency graphs, generate pytest tests using cell values as assertions, and produce dark-intelligence archive YAMLs.
vamseeachanta/workspace-hub 4
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openpyxl
Create and manipulate Microsoft Excel workbooks programmatically. Build spreadsheets with formulas, charts, conditional formatting, and pivot tables. Handle large datasets efficiently with streaming mode.
vamseeachanta/workspace-hub 4
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docx-templates
Template-based Word document generation using Jinja2 syntax. Create reports, contracts, and documents with loops, conditionals, tables, and mail merge capabilities.
vamseeachanta/workspace-hub 4
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office-docs
Automate Microsoft Office and PDF document workflows including generation, manipulation, and template-based document processing.
vamseeachanta/workspace-hub 4
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autoviz
Automatic exploratory data analysis and visualization with a single line of code - generates comprehensive charts, detects patterns, and exports to HTML/notebooks
vamseeachanta/workspace-hub 4
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dash
Build production-grade interactive dashboards with Plotly Dash - enterprise features, callbacks, and scalable deployment
vamseeachanta/workspace-hub 4
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gsd-complete-milestone
Archive completed milestone and prepare for next version
vamseeachanta/workspace-hub 4
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gsd-reapply-patches
Reapply local modifications after a GSD update
vamseeachanta/workspace-hub 4
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gsd-verify-work
Validate built features through conversational UAT
vamseeachanta/workspace-hub 4
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gsd-thread
Manage persistent context threads for cross-session work
vamseeachanta/workspace-hub 4
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clinical-trial-protocol
Generate clinical trial protocols for medical devices or drugs through a modular, waypoint-based architecture with research-only and full protocol modes.
vamseeachanta/workspace-hub 4
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single-cell-rna-qc
Performs quality control on single-cell RNA-seq data (.h5ad or .h5 files) using scverse best practices with MAD-based filtering and comprehensive visualizations.
vamseeachanta/workspace-hub 4
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scvi-tools
Deep learning for single-cell analysis using scvi-tools: data integration, batch correction, multi-modal analysis, reference mapping, and more.
vamseeachanta/workspace-hub 4
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nextflow-pipelines
Run nf-core bioinformatics pipelines (rnaseq, sarek, atacseq) on sequencing data for gene expression, variant calling, and chromatin accessibility analyses.
vamseeachanta/workspace-hub 4
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instrument-data-allotrope
Convert laboratory instrument output files (PDF, CSV, Excel, TXT) to Allotrope Simple Model (ASM) JSON format or flattened 2D CSV for LIMS systems and data lakes.
vamseeachanta/workspace-hub 4
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scientific-problem-selection
Systematic framework for scientific problem selection, project ideation, troubleshooting stuck projects, and strategic research decisions.
vamseeachanta/workspace-hub 4