prioritize-context-data

Installation
SKILL.md

Prioritize Context Data

Objective

Prevent data hallucination and inefficiency by mandating that agents inspect and utilize provided reference files (CSV, XLSX, PDF, TXT, etc.) before attempting web searches or generating synthetic data.

Critical Rule

If a reference file is provided in the task context, it is the source of truth. Do not fabricate data or search the web for information that exists within the provided attachments.

Workflow Steps

1. Scan Context for Attachments

At the start of every task, explicitly list all files provided in the context window or attachment panel.

  • Check for spreadsheets (.xlsx, .csv), documents (.pdf, .docx), or data dumps (.json, .txt).
  • Note the filename and inferred content type.

2. Evaluate Relevance

Determine if any provided file contains the data required to complete the task.

  • Match Keywords: Do filenames or column headers match task requirements?
  • Check Scope: Does the data cover the necessary timeframe or地域 (region)?
Installs
1
Repository
hkuds/openspace
GitHub Stars
7.3K
First Seen
Jul 8, 2026
prioritize-context-data — hkuds/openspace