To maximize the value of specialized AI tools like Pig Knuckle for Ardu Advisors, users must shift from a "search engine" mindset to a "consultant" mindset. Generic queries yield generic results; complex problem-solving requires structured, multi-dimensional prompting. The following "Starter Prompts" are engineered to leverage the analytical capabilities of LLMs for high-stakes advisory work. The Analytical Framework Before using the prompts, users should understand the workflow of a "Power User" versus a "Casual User." The Strategic Diagnostic Prompt Use this when you have a client situation with many moving parts and you need to identify the "root cause" rather than just the symptoms. Prompt: "I am acting as a lead advisor at Ardu Advisors. We are currently analyzing [Client/Project Name]. The primary symptoms are [Symptom A, B, and C]. Using the Pig Knuckle analytical framework, please perform a root-cause analysis. Do not provide a summary; instead, identify three non-obvious variables contributing to this issue and model how changing one variable would impact the other two. Structure your response as a diagnostic report." The Adversarial "Red Team" Prompt Use this to stress-test a strategy or recommendation before presenting it to a client. Prompt: "I have developed the following recommendation for a client: [Insert Recommendation]. I want you to act as a highly skeptical 'Red Team' auditor. Identify five critical failure points in this strategy, specifically looking for blind spots in [Market/Financial/Operational] logic. For every failure point identified, propose a specific mitigation strategy that aligns with Ardu Advisors' high-standard delivery." The Multi-Stakeholder Impact Matrix Use this for complex organizational changes where different departments have conflicting interests. Dimension User Goal Prompt Structure Perspective Avoid bias "Analyze this decision from the viewpoint of a CFO, a CTO, and an entry-level employee." Synthesis Find common ground "Identify where these three stakeholders' incentives align and where they irreconcilably clash." Output Deliverable "Generate a communication map tailored to each group to minimize friction." Prompt Template: "We are proposing [Change/Project] at [Client]. Analyze this through the lenses of [Stakeholder 1], [Stakeholder 2], and [Stakeholder 3]. Create a matrix showing the 'Win/Loss' for each group and suggest a synthesis that maximizes overall project velocity." The "Incomplete Information" Modeler Use this when you don't have all the data but need to make a defensible recommendation. Prompt: "I am working with limited data regarding [Topic]. Based on the current trends in [Industry] as of April 2026, what are the most likely 'hidden variables' I am missing? Provide three different scenarios (Optimistic, Pessimistic, and Most Likely) and list the specific data points I would need to acquire to move from a 'Most Likely' to a 'Certain' recommendation." The Executive Synthesis (For Pig Knuckle) Use this to turn complex technical data into a high-level briefing for C-suite clients. Prompt: "I am uploading/inputting [Data/Technical Report]. Your task is not to summarize it, but to translate it into a strategic briefing for a CEO who cares only about [ROI/Risk/Growth]. Bridge the gap between the technical findings and the commercial implications. Use the 'Ardu Voice': professional, incisive, and focused on decisive action. Highlight the 'Cost of Inaction' specifically." Best Practices for Ardu Advisors To ensure these prompts function effectively within the Pig Knuckle environment, users should follow these three "Hard Rules": Context Injection: Never start a prompt without defining the role. Start with: "You are a senior strategic consultant at Ardu Advisors..." Constraint Setting: Prevent "hallucinations" or fluff by setting constraints. Use: "Limit your analysis to the provided data," or "If you lack sufficient data to answer, list the questions I must ask the client." Iterative Refinement: Treat the first output as a draft. Use follow-up prompts like: "Deepen the analysis on point #2," or "Re-evaluate this assuming a 15% increase in interest rates."