skills.rest
DobricLilujun
DobricLilujunCOMMUNITY
Explore all skills by this author →
WebsiteGitHub

XBRL-tag-classification

Classify financial sentences into XBRL tags using predefined mapping rules.

Updated Aug 23, 2026
Search Tags:#finance#classification#tagging#text-analysis#rule-based#xbrl
One-click install
npx skills add https://github.com/DobricLilujun/LabAgentSkill --skill xbrl-tag-classification
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: XBRL-tag-classification
Source: https://github.com/DobricLilujun/LabAgentSkill/tree/main/skillsHub/skills_insurBench/XBRL-tag-classification
Command: npx skills add https://github.com/DobricLilujun/LabAgentSkill --skill xbrl-tag-classification

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Classify financial text into specific XBRL tags by analyzing semantic cues, context, and category boundaries.

Core Features & Use Cases

  • Tag Definitions and disambiguation rules map phrases to XBRL taxonomy terms.
  • Applies to regulatory disclosures and financial notes to automate tagging for reporting and auditing.
  • Use Case: automatically tag sentences from annual reports into corresponding XBRL tags to speed up compliance reviews.

Quick Start

Provide the correct XBRL tag for the given financial sentence according to the rules.

Frequently Asked Questions about XBRL-tag-classification

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I classify financial text into specific XBRL tags for regulatory disclosures?▼

Use predefined mapping rules that analyze semantic cues and context to map phrases to taxonomy terms like DebtInstrumentFaceAmount. This automates tagging for reporting and auditing workflows.

What is the best way to automate tagging sentences from annual reports into XBRL taxonomy terms?▼

Automate tagging by applying context-aware interpretation to map financial sentences to XBRL tags. This speeds up compliance reviews by correctly identifying tags such as LongTermDebt from regulatory disclosures and financial notes.

Can I use predefined mapping rules to disambiguate XBRL tags in financial notes?▼

Yes, disambiguation rules map financial phrases to XBRL taxonomy terms by analyzing semantic cues and category boundaries. This ensures accurate tag classification for accounting texts and financial notes.

Does XBRL tag classification work for both financial notes and regulatory disclosures?▼

XBRL tag classification applies to both regulatory disclosures and financial notes. It requires context-aware interpretation to correctly map text to tags, informing both reporting and auditing workflows across accounting texts.

How do I map a financial sentence to the correct XBRL tag?▼

Provide the financial sentence to the classifier, which applies predefined mapping rules to identify the correct XBRL tag. It analyzes semantic cues and context to determine tags like DebtInstrumentFaceAmount or LongTermDebt.

What are the limitations of using rule-based XBRL tagging for financial text analysis?▼

Rule-based XBRL tagging requires context-aware interpretation to map phrases accurately, meaning ambiguous sentences may challenge predefined rules. It applies specifically to accounting texts where clear semantic cues and category boundaries exist.

Related Skills

Explore More Finance & Accounting Skills→
skills-ilskills-il
10

israeli-annual-reports

Analyze Israeli corporate annual reports and MAYA filings with Hebrew terminology definitions.

Official
Intermediate
Bossmann007Bossmann007

comments

Track regulatory consultation deadlines and log filing decisions.

Community
Intermediate
gauss314gauss314
173

sec-data

Retrieve and structure SEC EDGAR XBRL financial statements into JSON or CSV formats.

Community
Intermediate
agiprolabsagiprolabs
266

signal-classification

Train XGBoost and LightGBM models to classify future price movements with walk-forward validation and SHAP feature importance.

Community
Advanced