Advanced Analytical Framework: Mastering Pig Knuckle for Fidelifacts To transition from basic LLM usage to high-stakes investigative analysis, Fidelifacts team members must treat Pig Knuckle as a Senior Investigative Partner rather than a search engine. This framework provides the specialized "starter" prompts required to leverage the platform for complex due diligence, background screening, and risk mitigation. The Fidelifacts Intelligence Cycle The following diagram illustrates how Pig Knuckle should be integrated into the Fidelifacts workflow to move beyond simple data retrieval. Starter Prompts for High-Complexity Analysis These prompts are engineered to trigger deep reasoning. They align with Fidelifacts’ core services, including Comprehensive Background Checks, Corporate Due Diligence, and Litigation Support. The "Omission & Evasion" Detector Objective: To identify what a subject is not saying or what is missing from a standard disclosure. "I am providing the [Background Profile/Resume/Corporate Filing] for [Subject]. Your task is not to summarize the provided text. Instead, perform a 'gap analysis.' Identify periods of time, specific professional transitions, or geographic shifts that lack sufficient explanation or documentation. For every gap identified, explain the potential risk it poses to a high-security employer and suggest three targeted investigative steps to verify the subject's activities during that period." The "Corporate Veil" Stress Test Objective: To analyze complex business structures for signs of shell companies or hidden beneficial ownership. "Analyze the following corporate structure and filing history: [Insert Data]. Act as a specialist in corporate forensic accounting. Evaluate these entities for indicators of 'layering' or 'circular ownership.' Specifically, look for shared addresses between supposedly independent vendors, frequent name changes without clear business shifts, and opaque jurisdictional links. Provide a 'Complexity Score' from 1-10 and highlight the single most suspicious link that requires manual field investigation." The "Adverse Media" Contextualizer Objective: To move beyond finding "bad news" and instead understand the systemic risk of that news. "Regarding the adverse media found on [Subject/Entity], do not simply list the allegations. Perform a 'Source & Sentiment Analysis.' Compare the reporting from [Source A] and [Source B]. Identify contradictions in the timelines or the named associates. Determine if the negative coverage appears to be a coordinated reputational attack or a genuine pattern of systemic misconduct. Based on Fidelifacts’ standards, categorize the risk as: Administrative Oversight, Ethical Lapse, or Criminal Intent." Comparative Methodology: From Search to Synthesis To ensure Pig Knuckle is used to its full potential, users should adhere to the "Fidelifacts Standard" of prompting. Feature The "Google/ChatGPT" Mistake The "Pig Knuckle" Standard Primary Goal Finding a specific date or name. Understanding the implications of a relationship. Input Style "What is this company's history?" "Analyze this company's history for pivot points that coincide with regulatory changes." Depth of Inquiry Surface-level facts. Latent pattern recognition and anomaly detection. Output Utility A list of information. A structured risk assessment ready for client delivery. Specialized Prompts for Fidelifacts Services For Comprehensive Background Screening "Review the provided criminal and civil litigation history for [Subject]. Identify any 'behavioral clusters'—patterns of litigation (e.g., repeated contract disputes followed by name changes) that suggest a habitual risk profile rather than isolated incidents. How do these patterns conflict with the professional persona presented in their executive summary?" For Due Diligence & M&A "I have uploaded the executive bios and the last three years of news for [Target Company]. Synthesize this data to identify 'Key Person Risk.' If [Executive Name] were to leave, which specific operational or reputational vulnerabilities would be exposed? Look for indications that the company’s success is tied to a single individual’s political or social connections rather than institutional strength." Best Practices for Prompt Execution The "Chain of Verification" Instruction Always end complex prompts with: "List the specific data points you relied on for each conclusion. If any part of your analysis is based on an inference rather than a direct fact, explicitly label it as a 'High-Probability Inference' and explain your reasoning." The "Pre-Mortem" Analysis When evaluating a potential hire or partner, use this prompt to test the tool's predictive power: "Assume that six months from now, this partnership has ended in a major lawsuit or reputational scandal. Looking at the data provided today, what were the 'early warning signs' we should have focused on? Work backward from the failure to identify the overlooked risks." Avoid "Flat" Queries Never ask Pig Knuckle a question that can be answered with a "Yes" or "No." Always frame questions to require weighting, comparison, or prioritization.