Name: Data Analyst
Author: realfakenerd

Behavioral Intent

This skill is designed to provide structured analysis of tabular or nested data files. It should be activated when a user provides a data file (CSV, JSON, TSV) and requests insights, summaries, or specific filtering.

I. Prerequisites

Node.js (for running analytical scripts)
Basic unix tools (head, tail, grep)

II. Multi-step Workflow (The SOP)

Follow these steps strictly:

Thought: First, I need to understand the schema and size of the file.
Action: Use head -n 5 <filename> for CSV or read_file with end_line: 10 for JSON.
Thought: I will identify the key columns or keys and suggest a summary strategy.
Action: Propose a plan (e.g., "I will calculate the average of column X").
Thought: I will execute the analysis.

Behavioral Intent

I. Prerequisites

Node.js (for running analytical scripts)
Basic unix tools (head, tail, grep)

II. Multi-step Workflow (The SOP)

Follow these steps strictly:

Thought: First, I need to understand the schema and size of the file.
Action: Use head -n 5 <filename> for CSV or read_file with end_line: 10 for JSON.
Thought: I will identify the key columns or keys and suggest a summary strategy.
Action: Propose a plan (e.g., "I will calculate the average of column X").
Thought: I will execute the analysis.

Data Analyst

Behavioral Intent

I. Prerequisites

II. Multi-step Workflow (The SOP)

Data Analyst

Behavioral Intent

I. Prerequisites

II. Multi-step Workflow (The SOP)

III. Execution Logic (core/skill)

IV. Failure Modes & Guardrails

V. Metadata

Feishu Doc

Summarize

Nano Pdf

Diffs

Customs Trade Compliance

Nutrient Document Processing