القائمة
Deepwater field-specific analysis for major Gulf of Mexico developments and production aggregation
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Write outbound email and external messages in Vamsee Achanta's voice — a subtle offer to help, never bold or rash claims. Load before drafting ANY email, LinkedIn/Collide reply, proposal note, or outreach sent under his name.
Save/publish analysis or computation results from ANY ecosystem repo to Hugging Face as a queryable, viewer-renderable dataset. Use when the user wants to "save results to hugging face", "publish dataset to HF", "hugging face data saving", "save analysis results", "hf dataset", "make results queryable", or "render via datasets-server API". Reshapes nested results into flat parquet tables, writes a dataset card with a viewer `configs:` block and provenance, applies license/public-vs-private routing, enforces a domain data-quality gate (faithful-to-source != correct), publishes to `aceengineer/<repo>-<projection>`, and verifies via the datasets-server API.
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| name | field-analyzer |
| description | Deepwater field-specific analysis for major Gulf of Mexico developments and production aggregation |
| type | reference |
| capabilities | [] |
| requires | [] |
| tags | [] |
| category | data |
| version | 1.0.0 |
Use this skill when you need to:
"""
ABOUTME: Field-level analysis for major GOM deepwater developments
ABOUTME: Aggregates wells by field and provides field-specific analytics
"""
from dataclasses import dataclass, field
from typing import List, Dict, Optional
import pandas as pd
@dataclass
class FieldDefinition:
"""Definition of a GOM field."""
name: str
operator: str
development_type: str # FPSO, TLP, SPAR, SUBSEA
water_depth_ft: float
first_production: str # YYYY-MM
api_numbers: List[str] = field(default_factory=list)
lease_numbers: List[str] = field(default_factory=list)
blocks: List[str] = field(default_factory=list)
# Known Lower Tertiary fields
*See sub-skills for full details.*
## YAML Configuration Template
```yaml
# config/input/field-analysis.yaml
metadata:
feature_name: "field-analysis"
created: "2025-01-15"
# Fields to analyze
fields:
- name: "ANCHOR"
include_forecast: true
- name: "JACK"
include_forecast: true
- name: "ST_MALO"
include_forecast: true
# Analysis options
analysis:
aggregate_by: "month"
calculate_type_curve: true
compare_vs_plan: false
# Custom field definitions (optional)
custom_fields:
- name:
*See sub-skills full details.*
```bash
python -m worldenergydata.field_analyzer \
--field ANCHOR \
--output reports/anchor_analysis.html
python -m worldenergydata.field_analyzer \
--compare JACK ST_MALO JULIA \
--metric oil_bbl \
--output reports/lt_comparison.html