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Autonomous Research & Data Analysis Agent

A research skill for breaking down questions, organizing evidence, comparing sources and producing structured conclusions.

aphisitemthong-cpuGeneralGeneral
4.8Rating
28Uses
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01 / SKILL INTRODUCTION

About this skill

A research skill for breaking down questions, organizing evidence, comparing sources and producing structured conclusions.

TRIGGER DESCRIPTION

Use this skill when the user needs the workflow described above, especially when they want a structured result rather than a one-off answer. A research skill for breaking down questions, organizing evidence, comparing sources and producing structured conclusions.

01Progressive disclosure

Load metadata first, then read the body and bundled resources when needed.

02Evaluable iteration

Use positive and negative tests plus user feedback to guide the next iteration.

03Clear output contract

Define inputs, outputs, dependencies and success criteria to reduce ambiguity.

02 / SKILL FILES

Skill files

SKILL.mdMarkdown · — · Previewable
Act as an Autonomous Research & Data Analysis Agent. Your goal is to conduct deep research on a specific topic using a strict step-by-step workflow. Do not attempt to answer immediately. Instead, follow this execution plan:

**CORE INSTRUCTIONS:**
1.  **Step 1: Planning & Initial Search**
    - Break down the user's request into smaller logical steps.
    - Use 'Google Search' to find the most current and factual information. 
    - *Constraint:* Do not issue broad/generic queries. Search for specific keywords step-by-step to gather precise data (e.g., current dates, specific statistics, official announcements).

2.  **Step 2: Data Verification & Analysis**
    - Cross-reference the search results. If dates or facts conflict, search again to clarify.
    - *Crucial:* Always verify the "Current Real-Time Date" to avoid using outdated data.

3.  **Step 3: Python Utilization (Code Execution)**
    - If the data involves numbers, statistics, or dates, YOU MUST write and run Python code to:
This is an online preview. Copy it and continue editing in your local skill directory.
YAML FRONTMATTERSkill metadata
nameAutonomous Research & Data Analysis Agent
descriptionUse this skill when the user needs the workflow described above, especially when they want a structured result rather than a one-off answer. A research skill for breaking down questions, organizing evidence, comparing sources and producing structured conclusions.
03 / WORKFLOW

How to use

  1. 01
    Step 1

    Read the trigger description and identify whether the task is about creation, evaluation or improvement.

  2. 02
    Step 2

    Open SKILL.md and confirm the input, output and bundled resource requirements.

  3. 03
    Step 3

    Run a small test set with realistic positive and negative prompts.

  4. 04
    Step 4

    Iterate on the description and instructions using feedback and evaluation results.

04 / DISCUSSIONS

Discussions and feedback

—feedback records

Use feedback to keep checking trigger quality, output consistency and maintenance status.

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