content-flagging

name	content-flagging
description	Establishes a comprehensive framework for evaluating, classifying, and disposing of flagged content within the platform's content moderation ecosystem.
required_tools	["calculateBotProbabilityIndex","calculate_user_trust_score","calculateContentSeverityIndex","determineFinalDecision"]

Step 1: Calculate Bot Probability Index

Utilize the calculateBotProbabilityIndex tool to assess the likelihood of automated activity, incorporating device consistency validation. This tool will take the following inputs:

• userid from content metadata
• is_possible_bot (initial bot assessment)
• Captcha_tries (number of captcha attempts)
• device_type from device information
• os (operating system) from device information
• browser (browser specification) from device information The outputs will be the bot_probability_index and the device_consistency_score.

Step 2: Calculate User Trust Score

Compute the user's overall trust coefficient using the calculate_user_trust_score tool, factoring in historical behavior, geographic risk, and device consistency. This tool requires:

• userid from content metadata
• NumberofPreviousPosts (user's total post count)
• CountofFlaggedPosts (count of user's previously flagged posts)
• Latitude and Longitude from content metadata (geolocation coordinates)
• bot_probability_index obtained from Step 1
• device_consistency_score obtained from Step 1 The output will be the user_trust_score.

Step 3: Assess Content Severity

Determine the severity of the content violation using the calculateContentSeverityIndex tool, integrating primary and secondary violation analyses. Provide the following inputs:

• content_id from content metadata
• PrimaryViolationType from violation data
• SecondaryViolationType from violation data (if applicable)
• PrimaryViolation_Confidence from violation data
• SecondaryViolation_Confidence from violation data (if applicable) The output will be the content_severity_index.

Step 4: Determine Final Content Disposition

Utilize the determineFinalDecision tool to combine all moderation metrics and establish the final action for the flagged content. This tool needs:

• content_id from content metadata
• user_trust_score obtained from Step 2
• content_severity_index obtained from Step 3
• bot_probability_index obtained from Step 1
• NumberofPreviousPosts (user's total post count)
• CountofFlaggedPosts (count of user's previously flagged posts) The tool will output the final disposition (e.g., removed, warning, user_banned, allowed). [APPROVAL REQUIRED]