Engineering Report Generator

by a5c-ai

skill

Engineering report generation skill for standard technical reports and calculation sheets

Skill Details

Repository Files

1 file in this skill directory


name: engineering-report-generator description: Engineering report generation skill for standard technical reports and calculation sheets allowed-tools:

  • Read
  • Write
  • Glob
  • Grep
  • Edit
  • Bash metadata: specialization: civil-engineering domain: science category: Documentation skill-id: CIV-SK-035

Engineering Report Generator Skill

Purpose

The Engineering Report Generator Skill creates standard engineering reports including geotechnical, structural, and traffic reports with calculation documentation.

Capabilities

  • Standard report templates (geotechnical, structural, traffic)
  • Calculation sheet formatting
  • Drawing sheet generation
  • Table and figure numbering
  • Reference management
  • PE seal block placement
  • Executive summary generation
  • Appendix organization

Usage Guidelines

When to Use

  • Creating technical reports
  • Documenting calculations
  • Preparing deliverables
  • Generating drawings

Prerequisites

  • Technical content complete
  • Figures and tables prepared
  • References compiled
  • Review comments addressed

Best Practices

  • Follow template standards
  • Maintain consistent formatting
  • Include required content
  • Quality check before issue

Process Integration

This skill integrates with:

  • All processes (documentation output)

Configuration

engineering-report-generator:
  report-types:
    - geotechnical
    - structural
    - traffic
    - design
  formats:
    - docx
    - pdf
    - html
  sections:
    - executive-summary
    - methodology
    - findings
    - recommendations
    - appendices

Output Artifacts

  • Technical reports
  • Calculation packages
  • Drawing sets
  • Appendix documents

Related Skills

Attack Tree Construction

Build comprehensive attack trees to visualize threat paths. Use when mapping attack scenarios, identifying defense gaps, or communicating security risks to stakeholders.

skill

Grafana Dashboards

Create and manage production Grafana dashboards for real-time visualization of system and application metrics. Use when building monitoring dashboards, visualizing metrics, or creating operational observability interfaces.

skill

Matplotlib

Foundational plotting library. Create line plots, scatter, bar, histograms, heatmaps, 3D, subplots, export PNG/PDF/SVG, for scientific visualization and publication figures.

skill

Scientific Visualization

Create publication figures with matplotlib/seaborn/plotly. Multi-panel layouts, error bars, significance markers, colorblind-safe, export PDF/EPS/TIFF, for journal-ready scientific plots.

skill

Seaborn

Statistical visualization. Scatter, box, violin, heatmaps, pair plots, regression, correlation matrices, KDE, faceted plots, for exploratory analysis and publication figures.

skill

Shap

Model interpretability and explainability using SHAP (SHapley Additive exPlanations). Use this skill when explaining machine learning model predictions, computing feature importance, generating SHAP plots (waterfall, beeswarm, bar, scatter, force, heatmap), debugging models, analyzing model bias or fairness, comparing models, or implementing explainable AI. Works with tree-based models (XGBoost, LightGBM, Random Forest), deep learning (TensorFlow, PyTorch), linear models, and any black-box model

skill

Pydeseq2

Differential gene expression analysis (Python DESeq2). Identify DE genes from bulk RNA-seq counts, Wald tests, FDR correction, volcano/MA plots, for RNA-seq analysis.

skill

Query Writing

For writing and executing SQL queries - from simple single-table queries to complex multi-table JOINs and aggregations

skill

Pydeseq2

Differential gene expression analysis (Python DESeq2). Identify DE genes from bulk RNA-seq counts, Wald tests, FDR correction, volcano/MA plots, for RNA-seq analysis.

skill

Scientific Visualization

Meta-skill for publication-ready figures. Use when creating journal submission figures requiring multi-panel layouts, significance annotations, error bars, colorblind-safe palettes, and specific journal formatting (Nature, Science, Cell). Orchestrates matplotlib/seaborn/plotly with publication styles. For quick exploration use seaborn or plotly directly.

skill

Skill Information

Category:Skill
Last Updated:1/24/2026