4d-seismic-hub-maintenance

name: 4d-seismic-hub-maintenance description: Intelligent Agent workflows for maintaining the 4D Seismic Hub. Includes one-click auditing, data governance, and automated content curation.

🤖 4D Seismic Hub Maintenance (Agent Mode)

This skill provides a comprehensive, automated framework for the long-term maintenance and growth of the 4D Seismic Hub. It leverages an AI Maintenance Agent to ensure data integrity, consistent styling, and high-quality decision intelligence.

🚀 One-Click Maintenance

Trigger: User says "Run routine maintenance" or "Audit the site".

The Agent will autonomously perform the following:

1. Health Audit: Run python 4d-seismic-hub-maintenance/scripts/audit_hub.py. This script verifies:
   • YAML Schema compliance for all data files.
   • Coordinate validity for map markers.
   • Markdown frontmatter and layout consistency for analysis posts.
2. Taxonomy Cleanup: Standardize tags across the repository (e.g., merging "ccs" and "CCS").
3. Link Verification: Periodically check for broken external links in papers.yml.
4. Auto-Correction: Fix formatting, YAML indentation, and minor typos without manual intervention.

🧠 Intelligent Curation

Trigger: User provides a source (URL/PDF) and says "Add this case to the hub".

The Agent will:

1. Extract Decision Intelligence: Identify how the 4D data impacted field development (the "So What?").
2. Synthesize Data: Automatically generate YAML entries and a deep-dive analysis post (_posts/).
3. Inject Community Modules: Ensure every new post includes the "Pro/Cons" interactive module with the direct GitHub edit link.
4. Coordinate Mapping: Find and apply GPS coordinates for the field if not provided.

💬 Community Summary Maintenance

Trigger: User says "Summarize the forum thread for this post" or "Update the community summary".

The Agent will:

1. Review the post front matter for any existing community_summary.
2. Read the current GitHub issue thread associated with community_issue_term (or the post page.id fallback).
3. Distill the strongest supporting and skeptical arguments into:
   • community_summary.pro
   • community_summary.con
   • community_summary.updated_at
4. Keep each bullet concrete, technical, and non-redundant.
5. Update the post front matter rather than injecting synthesized text into the body.

🛡️ Quality Standards

• Mandatory Fields: Every paper entry MUST have nrms_median, sensor_type, and water_depth.
• Aesthetic Uniformity: All generated content must respect the design tokens in assets/css/main.scss.
• Verified Sources: NRMS values must be cross-checked against the processing version (e.g., raw vs processed).

Maintained by the 4D Seismic Hub AI Agent.