Public Opinion Monitoring & Report Generation

This skill provides a structured methodology for monitoring and analyzing public sentiment about public-facing entities (celebrities, entertainment products, brands) using publicly available web information.

Purpose & Scope

Prerequisites

This skill requires the AI assistant platform to provide the following built-in tools:

| Tool | Role | Required | |------|------|----------| | WebSearch | Retrieve public web information | Yes | | WebFetch | Read detailed web page content | Yes | | Write | Save the generated HTML report | Yes | | preview_url | Display the HTML report preview | Optional | | deliver_attachments | Deliver the report file to the user | Optional |

> Note: If the platform does not provide WebSearch or WebFetch, this skill cannot function. > In that case, inform the user that the required web access tools are not available.

This skill has zero external dependencies. It does not install packages, execute scripts, access system files, or communicate with external servers.

Privacy & Data Policy

Data Availability Caveats

> Important context for agents: > > The skill instructs gathering platform metrics (social media trending, view counts, engagement data). > In practice, most specific numerical metrics (e.g., exact view counts, follower numbers) are only accessible > through platform-specific APIs and are typically not available via public web search or page fetching. > > The agent should: > - Only report metrics that are explicitly visible in the web search results or fetched page content > - Never estimate, extrapolate, or fabricate numerical data > - Use qualitative descriptions (e.g., "high activity", "significant engagement") when exact numbers are unavailable > - Label any unavailable data as "Data Unavailable"

Trigger Conditions

This skill activates when user requests include keywords related to:

Supported Monitoring Targets

Workflow

Phase 1: Parameter Identification

Extract from the user request:

| Parameter | Default | Description | |-----------|---------|-------------| | Target | User-specified | Name of the entity to monitor | | Time range | Last 30 days | Customizable by user | | Output format | HTML | Only HTML format is supported | | Focus areas | All dimensions | Fan data, reputation events, platform activity, risk alerts |

Phase 2: Public Information Gathering

The AI assistant gathers information from publicly accessible web sources across these dimensions:

Basic data (3-5 searches recommended):

Event identification:

> Important: Only data obtainable through public web searches should be used. > If specific numerical data is unavailable, the report should indicate "Data Unavailable".

Phase 3: Analysis

3.1 Sentiment Classification Categorize the overall public opinion into:

3.2 Event Timeline Organize major events chronologically (minimum 5 events), including:

3.3 Risk Assessment Identify current or potential reputation risks:

Phase 4: Report Generation

Generate a complete, self-contained HTML report using the template structure below. The template is provided inline — no external file dependencies are required.

File naming: {target_name}{days}day_sentiment_report_{YYYYMMDD}.html

Report sections:

1. Header — Title, monitoring period, generation date 2. KPI Overview — Overall sentiment score (0-100), positive/neutral/negative ratios, event count, active platforms 3. Sentiment Distribution — Visual bar chart and trend description 4. Event Timeline — Chronological list with sentiment and impact tags 5. Platform Performance — Cross-platform activity comparison 6. Risk Assessment Matrix — Current risks with severity and recommendations 7. Operational Recommendations — Short-term (1-2 weeks), mid-term (1 month), long-term (3+ months) 8. Disclaimer — Data source clarification

Phase 5: Delivery

1. Save the HTML report using the Write tool 2. Display the report preview using preview_url (if available) 3. Deliver the file using deliver_attachments (if available) 4. If tools are unavailable, provide the file path for manual access

Guidelines

Report Template

Use the following HTML structure as the report template. All CSS is embedded inline — no external stylesheets, fonts, or scripts are required. Replace {PLACEHOLDER} tokens with actual data.

    
    
    
    


    

        

            
{TITLE}
            

                {PERIOD}
                {DATE}
            
        
        

            

                

                    
{POSITIVE}%
                    
Positive
                
                

                    
{NEUTRAL}%
                    
Neutral
                
                

                    
{NEGATIVE}%
                    
Negative
                
                

                    
{HOT_COUNT}
                    
Key Events
                
            
        
        

            
📊 Sentiment Distribution
            

                

                

                

            
            

                 Positive {POSITIVE}%
                 Neutral {NEUTRAL}%
                 Negative {NEGATIVE}%
            
            
{TREND_SUMMARY}
        
        

            
📅 Key Events Timeline
            

                

                    
{EVENT_DATE}
                    
{EVENT_TITLE}
                    
{EVENT_DESC}
                    {EVENT_SENTIMENT}
                    {EVENT_IMPACT_LABEL}
                
            
        
        

            
📰 Platform Performance
        
        

            
⚠ Risk Assessment
            

                
Risk
Level
Recommendation
                

                    
{RISK_DESC}
{RISK_LEVEL_LABEL}
{RISK_SUGGESTION}
                
            
        
        

            
💡 Recommendations
            

                
Short-term (1-2 weeks)
                
{ADVICE_SHORT_1}
{ADVICE_SHORT_2}
            
            

                
Mid-term (1 month)
                
{ADVICE_MID_1}
{ADVICE_MID_2}
            
            

                
Long-term (3+ months)
                
{ADVICE_LONG_1}
{ADVICE_LONG_2}
            
        
        

            
This report is based on publicly available web information and is for reference only.
            
Report generated by AI; does not represent any official position.
        
    

This skill requires the AI assistant platform to provide the following built-in tools:

| Tool | Role | Required | |------|------|----------| | WebSearch | Retrieve public web information | Yes | | WebFetch | Read detailed web page content | Yes | | Write | Save the generated HTML report | Yes | | preview_url | Display the HTML report preview | Optional | | deliver_attachments | Deliver the report file to the user | Optional |

> Note: If the platform does not provide WebSearch or WebFetch, this skill cannot function. > In that case, inform the user that the required web access tools are not available.

This skill has zero external dependencies. It does not install packages, execute scripts, access system files, or communicate with external servers.