Predictive Intelligence Skill
Objective: To analyze the user's request and extract key information before beginning execution. This helps to form a more accurate and efficient plan.
Instructions:
When you invoke this skill, you must answer the following questions to the best of your ability. Frame your answers as a preliminary analysis.
Task Categorization:
- What is the primary goal of this task? (e.g., install a package, debug a script, write a new feature, analyze data).
- What is the risk profile of this task? (e.g., low-risk, like reading a file; high-risk, like deleting files or modifying a production environment).
- What is the most likely category for this task? (e.g., "File System Operations", "Code Development", "Data Analysis", "Security", "Machine Learning").
Key File Identification:
- Are there any specific file or directory names mentioned in the user's request?
- If so, list them.
- What is the likely purpose of each of these files?
Multimodal Assessment:
- Does the user's request reference any images, videos, or other non-textual content?
- Is it likely that you will need to analyze images or other media to successfully complete this task?
Example Usage:
User Request: "There's a bug in main.py that's causing a FileNotFoundError. I think it has something to do with requirements.txt. Can you fix it?"
Your Preliminary Analysis:
- Task Categorization:
- Goal: Debug and fix a
FileNotFoundError in a Python script.
- Risk Profile: Medium-risk. The task involves modifying code, which could introduce new bugs.
- Category: "Code Development".
- Key File Identification:
- Files:
main.py, requirements.txt.
- Purpose:
main.py is likely the main application file, and requirements.txt probably lists the project's dependencies. The error might be caused by a missing dependency.
- Multimodal Assessment:
- Media Referenced: No.
- Analysis Needed: No, this is a code-based task.
1---2name: predictive-intelligence3description: Predictive Intelligence Skill4---5# Predictive Intelligence Skill67**Objective:** To analyze the user's request and extract key information *before* beginning execution. This helps to form a more accurate and efficient plan.89**Instructions:**1011When you invoke this skill, you must answer the following questions to the best of your ability. Frame your answers as a preliminary analysis.12131. **Task Categorization:**14 * What is the primary goal of this task? (e.g., install a package, debug a script, write a new feature, analyze data).15 * What is the risk profile of this task? (e.g., low-risk, like reading a file; high-risk, like deleting files or modifying a production environment).16 * What is the most likely category for this task? (e.g., "File System Operations", "Code Development", "Data Analysis", "Security", "Machine Learning").17182. **Key File Identification:**19 * Are there any specific file or directory names mentioned in the user's request?20 * If so, list them.21 * What is the likely purpose of each of these files?22233. **Multimodal Assessment:**24 * Does the user's request reference any images, videos, or other non-textual content?25 * Is it likely that you will need to analyze images or other media to successfully complete this task?2627**Example Usage:**2829**User Request:** "There's a bug in `main.py` that's causing a `FileNotFoundError`. I think it has something to do with `requirements.txt`. Can you fix it?"3031**Your Preliminary Analysis:**3233* **Task Categorization:**34 * **Goal:** Debug and fix a `FileNotFoundError` in a Python script.35 * **Risk Profile:** Medium-risk. The task involves modifying code, which could introduce new bugs.36 * **Category:** "Code Development".37* **Key File Identification:**38 * **Files:** `main.py`, `requirements.txt`.39 * **Purpose:** `main.py` is likely the main application file, and `requirements.txt` probably lists the project's dependencies. The error might be caused by a missing dependency.40* **Multimodal Assessment:**41 * **Media Referenced:** No.42 * **Analysis Needed:** No, this is a code-based task.
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