100 Best AI Prompts for Work, Study & Everyday Life: The Ultimate Copy-Paste Library & Masterclass

Act as an Executive Chief of Staff and Strategic Communications Director.

Transform the unstructured operational updates provided inside <raw_notes> into a high-impact, C-Suite Decision Memo for [EXECUTIVE_AUDIENCE].

<raw_notes>
[PASTE UNSTRUCTURED PROJECT NOTES, METRICS, OR CURRENT BOTTLENECKS HERE]
</raw_notes>

Follow this exact structure:
1. **Executive Summary (Max 50 words)**: High-level bottom line and recommended direction.
2. **Key Operational Metrics & Trajectory**: A 3-column markdown table: | Metric | Target vs Actual | Variance / Health Status |
3. **Primary Roadblocks & Trade-Offs**: Maximum 3 bullet points, each highlighting operational impact and financial/timeline risk.
4. **Decision Required**: The specific resource allocation, sign-off, or strategic pivot requested by [DATE_DEADLINE].

Constraints:
- Eliminate passive voice, speculative adjectives, and narrative filler.
- If data is ambiguous, flag the gap explicitly with a [Data Needed] tag rather than guessing.
- Total length must not exceed 350 words.

Act as a Senior Executive Coach and Organizational Psychologist.

Draft a diplomatic, high-leverage email to escalate a critical project risk to [MANAGER_OR_EXECUTIVE_TITLE] regarding [PROPOSED_DECISION_OR_DIRECTION].

<context>
The current plan involves [DESCRIBE FLAWED APPROACH OR BLINDSPOT]. 
Our front-line data shows [DESCRIBE WHAT IS ACTUALLY HAPPENING OR DATA EVIDENCE].
The potential downside if not corrected is [QUANTIFIED RISK OR CUSTOMER CHURN].
</context>

Requirements:
1. **Diplomatic Framing**: Use the 'Shared Goal -> Emerging Data -> Collaborative Re-evaluation' framework.
2. **Psychological Safety**: Never say 'you are wrong' or 'this will fail'. Frame findings around newly discovered field signals and risk mitigation.
3. **Alternative Solutions**: Propose two viable, low-friction compromises with pros and cons.
4. **Closing**: A warm, low-pressure invitation for a 10-minute calibration chat.

Act as a seasoned Principal Technical Project Manager.

Draft a professional response to [CLIENT_OR_STAKEHOLDER] who has requested [NEW_FEATURE_OR_SCOPE_ADDITION] which falls outside the agreed project scope for [PROJECT_NAME].

<project_parameters>
Original Target Delivery Date: [DEADLINE]
Current Fixed Budget/Team Bandwidth: [BANDWIDTH_LIMITS]
Agreed Scope Boundary: [DESCRIBE DELIVERABLES SIGNED OFF]
</project_parameters>

Structure:
1. **Acknowledge and Validate**: Validate the strategic intent behind the new request.
2. **Transparent Reality Check**: Explain clearly how incorporating this request alters the Iron Triangle (Scope, Time, Cost).
3. **Three Constructive Pathways**:
   - Option A (Recommended): Ship v1 on schedule with agreed scope, queue new request as Priority #1 for Phase 2.
   - Option B: Swap an existing feature of equal complexity from v1 scope to keep the original deadline.
   - Option C: Expand the budget and push the deadline by [X days/weeks] to accommodate the addition.
4. **Call to Action**: Ask which pathway best aligns with their executive priorities.

Act as an Organizational Turnaround Specialist and Senior Operations Director.

Draft an alignment memo to resolve a cross-functional stalemate between [TEAM_A] and [TEAM_B] on [STALLED_INITIATIVE].

<conflict_details>
The friction point: [DESCRIBE WHO IS WAITING ON WHOM OR WHERE THE MISALIGNMENT IS]
Business consequence: [DESCRIBE SPRINT DELAY, LOST REVENUE, OR CUSTOMER IMPACT]
Agreed high-level objective: [SHARED MISSION GOAL]
</conflict_details>

Deliverables:
1. **Neutral Situation Assessment**: Restate the objective without assigning blame.
2. **Explicit RACI Matrix**:
   | Deliverable Task | Responsible (R) | Accountable (A) | Consulted (C) | Informed (I) |
3. **Hard Handoff Contract**: Define unambiguous 'Definition of Done' criteria for the handoff.
4. **Escalation Trigger**: Specify what happens if handoff criteria are not met within 48 hours.

Act as a Senior Director of Customer Success and Enterprise Incident Communications.

Draft a high-stakes de-escalation communication to [ENTERPRISE_CLIENT_NAME] following [INCIDENT_OR_OUTAGE_DESCRIPTION].

<incident_parameters>
Duration of Incident: [DURATION]
Severity / Impact: [REVENUE_OR_USER_DISRUPTION]
Root Cause (High Level): [TECHNICAL_REASON]
Resolution Implemented: [PERMANENT_FIX_APPLIED]
SLA Status: [BREACHED_OR_COMPLIANT]
</incident_parameters>

Tone: Accountable, calm, rigorously technical, zero defensive deflection, forward-focused.

Structure:
1. **Direct Ownership**: Unreservedly acknowledge the business impact without generic apologies.
2. **Incident Timeline & Root Cause**: Clear chronological breakdown of detection, mitigation, and permanent fix.
3. **Preventive Structural Hardening**: 3 tangible architectural or procedural guardrails instituted to guarantee this cannot recur.
4. **Commercial Remediation**: Proactive SLA credit or dedicated white-glove engineering support offered.

Act as an Executive Career Strategist and Compensation Committee Director.

Build a rigorous, persuasive Promotion & Compensation Business Case for [YOUR_NAME], currently [CURRENT_ROLE], petitioning for promotion to [TARGET_ROLE].

<career_dossier>
Tenure in Role: [MONTHS_OR_YEARS]
Key Measurable Accomplishments: [LIST 3-5 BIG WINS WITH REVENUE, SAVED TIME, OR EFFICIENCY METRICS]
Scope Expansion: [HOW YOUR RESPONSIBILITIES GREW BEYOND YOUR CURRENT JOB DESCRIPTION]
Team Leadership & Mentorship: [MENTORED JUNIORS, HIRED, ONBOARDED]
Market Benchmark: [SALARY_RANGE_RESEARCHED]
</career_dossier>

Requirements:
1. Frame accomplishments through the lens of 'Organizational ROI' rather than personal tenure or inflation.
2. Structure into 4 sections: Executive Summary, Quantified Business Impact, Scope Evolution (Demonstrating Target Role competency today), and Proposed Compensation Adjustment.
3. Use active, authoritative executive verbs (Orchestrated, Architected, Accelerated, Recovered).

Act as a Harvard-trained Master Commercial Negotiator and Deal Architect.

Analyze the upcoming contract negotiation between [YOUR_COMPANY] and [COUNTERPARTY] regarding [DEAL_OR_CONTRACT_SUBJECT].

<deal_context>
Our Must-Haves (Non-Negotiable): [LIST 2-3 CORE TERMS]
Our Nice-to-Haves: [LIST 2-3 FLEXIBLE DESIRES]
Counterparty Anticipated Sticking Points: [THEIR MAIN OBJECTIONS OR DEMANDS]
Our Best Alternative to a Negotiated Agreement (BATNA): [WHAT WE WILL DO IF TALKS COLLAPSE]
</deal_context>

Generate:
1. **The Concession Trading Ladder**: A 3-column table pairing every concession we might give with an immediate equal-value return concession:
   | If Counterparty Demands (We Give) | We Must Demand in Return (They Give) | Strategic Rationale |
2. **Opening Anchor Strategy**: Recommended initial positioning and psychological framing.
3. **Tactical Walkaway Conditions**: Strict redlines where we walk away to our BATNA.

Act as an Agile Delivery Lead and Remote Communications Specialist.

Draft a high-clarity asynchronous status update for [PROJECT_OR_TEAM] to be posted in Slack/Teams.

<progress_data>
Completed this week: [RAW LIST OF COMPLETED ITEMS]
In Progress / Next up: [PLANNED ITEMS]
Active Blockers: [WHO OR WHAT IS BLOCKING PROGRESS]
Key milestone target date: [TARGET_DATE]
</progress_data>

Rules:
- Max 180 words.
- Use visual indicators: 🟢 On Track, 🟡 At Risk, 🔴 Blocked.
- Bold names when action is required from specific individuals.
- End with a single, clear question or call to action.

Act as an Executive Productivity Consultant and Systems Thinking Strategist.

Take my chaotic list of daily tasks inside <to_do_dump> and apply the combined Eisenhower Matrix and Pareto 80/20 Principle to construct an optimal work schedule.

<to_do_dump>
[PASTE YOUR UNORGANIZED TO-DO LIST, EMAILS, TASKS, AND REMINDERS HERE]
</to_do_dump>

Output Requirements:
1. **The 80/20 High-Leverage Focus (Top 2-3 Tasks)**: The activities that create asymmetric enterprise value or unlock other people's work.
2. **The Eisenhower Action Matrix**:
   - Quadrant 1 (Urgent & Important): Do immediately today.
   - Quadrant 2 (Not Urgent but High Impact): Schedule deep focus blocks.
   - Quadrant 3 (Urgent but Low Impact): Delegate, automate, or batch in 15 minutes.
   - Quadrant 4 (Not Urgent, Low Value): Eliminate or park in backlog.
3. **Realistic Time-Boxed Agenda**: A suggested hourly breakdown allocating deep work during peak mental clarity.

Act as a Senior Operations Engineer and Systems Documentation Architect.

Transform the rough explanation of the process described in <process_description> into a standardized, fool-proof Standard Operating Procedure (SOP).

<process_description>
[EXPLAIN HOW A RECURRING TASK IS DONE, STEPS TAKEN, TOOLS USED, AND TRICKS LEARNED]
</process_description>

Format as:
1. **SOP Metadata**: Title, Purpose, Target Role, Estimated Completion Time, Prerequisites/Access Required.
2. **Step-by-Step Procedure**: Sequential numbered steps with bold sub-actions and explicit verification checkpoints ('Verify that X shows status Green before continuing').
3. **Common Failure Modes & Troubleshooting**: A 3-column table: | Error / Symptom | Root Cause | Immediate Remediation |
4. **Definition of Done (DoD)**: Exact criteria that prove the task was executed flawlessly.

Act as an Elite Executive Assistant to a Fortune 500 C-Suite Leader.

Process the emails provided in <inbox_batch>. 

<inbox_batch>
[PASTE HEADERS AND TEXT OF 3 TO 10 RECENT EMAILS HERE]
</inbox_batch>

For each email, generate:
1. **Sender & Intent (1 sentence)**: Who they are and what they specifically want.
2. **Triage Action**: [ARCHIVE / DELEGATE to X / RESPOND / CALENDAR]
3. **Draft Response**: If 'RESPOND', write a crisp, courteous 2-to-4 sentence reply matching an executive tone (decisive, polite, zero unnecessary pleasantries). If a meeting is requested, provide two specific availability slots.

Act as a Principal Automation Architect and Low-Code Engineer.

Design an automated integration pipeline between [TOOL_A], [TOOL_B], and [TOOL_C] to eliminate the manual workflow described in <manual_pain_point>.

<manual_pain_point>
[EXPLAIN WHAT YOU ARE CURRENTLY DOING MANUALLY EVERY DAY OR WEEK]
</manual_pain_point>

Generate:
1. **Architecture Blueprint**: Trigger &rarr; Filtering Logic &rarr; Transformation &rarr; Action sequence.
2. **Exact Field Mapping Table**: | Source Field (Tool A) | Transformation Rule | Target Field (Tool B) |
3. **Error Handling & Dead-Letter Queue**: What happens if an API rate-limits or payload is malformed?
4. **Estimated Monthly Time Recovered**: Realistic calculation of minutes saved per month.

Act as an Executive Performance Coach and Behavioral Scientist.

Analyze my past week's performance data in <weekly_raw_data> to conduct a structured Weekly Retrospective Audit.

<weekly_raw_data>
Goals set on Monday: [WHAT YOU PLANNED TO ACHIEVE]
Actual output delivered: [WHAT YOU ACTUALLY FINISHED]
Biggest time-sink or distraction: [WHAT DERAILED YOU]
Energy peak and energy low: [WHEN YOU FELT BEST / DRAINED]
</weekly_raw_data>

Produce:
1. **Execution Ratio & Scorecard**: Percentage of planned vs shipped milestones with honest assessment.
2. **Root Cause Diagnosis**: Why did the derailment happen? (Distinguish between external interruptions vs internal avoidance).
3. **The 'Stop / Keep / Start' Protocol**:
   - STOP doing: One specific low-yield behavior.
   - KEEP doing: The single behavior that yielded the greatest output.
   - START doing: One tactical habit adjustment for next week.
4. **Top 3 Non-Negotiable Objectives for Next Week**: Structured for maximum focus.

Act as a Certified Scrum Master and Operations Project Director.

Review the messy meeting transcript notes inside <meeting_dump> and distill them into an actionable Execution Tracking Matrix.

<meeting_dump>
[PASTE RAW CHAT LOGS, MEETING MINUTES, OR SPEECH TRANSCRIPTS HERE]
</meeting_dump>

Output Requirements:
1. **Decision Log**: Exactly what decisions were agreed upon (bulleted).
2. **Action Item RACI Table**:
   | Action Item / Deliverable | Single DRI (Directly Responsible Individual) | Due Date | Acceptance Criteria | Dependency |
3. **Unresolved Parking Lot Questions**: Open questions that require follow-up before execution can begin.
4. **Immediate 24-Hour Next Steps**: What must happen before tomorrow's end of day.

Act as an Executive Time Management Strategist.

Audit my weekly calendar schedule in <calendar_schedule> and propose an aggressive defragmentation strategy to reclaim at least two 3-hour Deep Work Blocks.

<calendar_schedule>
[PASTE YOUR TYPICAL WEEKLY MEETINGS WITH TIMES AND RECURRENCES]
</calendar_schedule>

Strategy Directives:
1. **Meeting Clumping Analysis**: Group fragmented 30-minute meetings into back-to-back Tuesday/Thursday afternoon clusters.
2. **Async Conversion Targets**: Identify which meetings can be replaced with an asynchronous 5-minute Loom video or Slack standup.
3. **Draft Polite Pushback Scripts**: Provide 2 email templates to propose moving internal 1-on-1s and standups to protected afternoons.

Act as a Principal Knowledge Management Consultant.

Create a comprehensive, bulletproof Asynchronous Project Handoff Document for [PROJECT_NAME] to be transferred to [INTERIM_OWNER].

<project_state>
Current project phase: [WHERE THINGS STAND]
Active open tasks: [WHAT IS IN PROGRESS]
Critical recurring tasks: [DAILY/WEEKLY ROUTINES]
Emergency troubleshooting / Escalations: [WHAT TO DO IF X BREAKS]
Key stakeholders and contact details: [NAMES AND EMAILS]
</project_state>

Ensure:
- Zero ambiguity: If an emergency happens, the interim owner knows exactly which dashboard to check, which Slack channel to ping, and who has root access.
- Structured with quick-reference hyperlinks placeholders and checklist format.

Act as a Principal Technology Research Analyst and B2B Ghostwriter.

Develop a comprehensive structural outline and executive narrative arc for an enterprise whitepaper titled "[WHITEPAPER_TITLE]".

<audience_and_thesis>
Target Audience: [C-LEVEL EXECUTIVES, CHIEF ARCHITECTS, VCs]
Core Thesis / Argument: [CENTRAL INSIGHT OR SHIFT HAPPENING IN THE INDUSTRY]
Our Solution / Paradigm: [OUR FRAMEWORK, METHODOLOGY, OR PRODUCT]
Key Data / Case Evidence: [STATISTICS OR PROOF POINTS]
</audience_and_thesis>

Deliverables:
1. **Compelling Abstract**: A 150-word synopsis with an urgent hook.
2. **7-Part Narrative Outline**: For each section, provide:
   - Section Title
   - Core Argument / Tension
   - Data points or diagrams to include
   - Anticipated reader skepticism and how to counter it
3. **The Call to Transformation**: Concluding chapter framing the competitive risk of inaction.

Act as a B2B SaaS Case Study Specialist and Customer Marketing Director.

Write a compelling 600-word Customer Success Story detailing how [CUSTOMER_NAME] utilized [YOUR_PRODUCT_OR_SERVICE] to overcome [MAJOR_OPERATIONAL_CHALLENGE].

<case_study_data>
Customer Profile: [INDUSTRY, TEAM SIZE, COMPANY REVENUE]
Initial Pain Point: [WHAT WAS BROKEN BEFORE]
Solution Implemented: [HOW THEY USED YOUR TOOL]
Quantified Results: [METRICS: % TIME SAVED, $ REVENUE ADDED, REDUCTION IN ERRORS]
Customer Executive Quote: [KEY QUOTE OR THEME]
</case_study_data>

Format as:
1. **Headline & Sub-headline**: Highlighting the headline quantitative win.
2. **Executive Snapshot**: 3-bullet summary box.
3. **The Challenge**: The human and business cost of the old way.
4. **The Evaluation & Implementation**: Why they chose us over competitors and how onboarding was seamless.
5. **The Measurable ROI**: Hard numbers and team transformation.
6. **Executive Endorsement Quote**: Styled in a pull-quote block.

Act as a Senior PR Strategist and Newswire Editor.

Draft a professional AP-style press release announcing [ANNOUNCEMENT_HEADLINE].

<announcement_facts>
Company Name: [COMPANY]
City & Date: [LOCATION & DATE]
The News: [PRODUCT LAUNCH, FUNDING, EXPANSION]
Key Innovation / Value Proposition: [WHY THIS MATTERS TO THE MARKET]
Customer or Partner Validation: [WHO IS USING IT AND BENEFITTING]
Spokesperson Quote 1 (Executive): [NAME & TITLE]
Spokesperson Quote 2 (Customer/Partner): [NAME & TITLE]
About the Company (Boilerplate): [1-2 PARAGRAPHS]
</announcement_facts>

Style Rules:
- Include FOR IMMEDIATE RELEASE and dateline.
- Lead paragraph must answer Who, What, When, Where, and Why within 40 words.
- Maintain objective journalistic tone without hyperbolic hype words ('disruptive', 'revolutionary').
- Include media contact details at the end.

Act as a Speechwriter to World Leaders and Tech Visionaries.

Write a compelling, authentic 8-to-10 minute All-Hands / Keynote Speech script for [SPEAKER_NAME, TITLE] addressing [CORE_THEME_OR_TRANSFORMATION].

<speech_context>
The Audience: [EMPLOYEES, INVESTORS, INDUSTRY PEERS]
Current Reality / Crisis / Opportunity: [WHAT CHALLENGE OR PIVOT WE FACE]
The Emotional Arc: [VULNERABILITY -> HONEST REALITY -> RALLYING VISION -> CALL TO ACTION]
Key Wins to Celebrate: [SPECIFIC TEAMS OR MILESTONES]
The Future North Star: [WHERE WE WILL BE IN 12 MONTHS]
</speech_context>

Guidelines:
- Include stage directions: `[PAUSE]`, `[EMPHASIZE]`, `[SMILE]`, `[LOOK LEFT/RIGHT]`.
- Use rhythmic cadence, short punchy sentences, and vivid metaphorical imagery.
- Avoid sterile corporate platitudes. Frame challenges as the crucible of our team's identity.

Act as an Elite Prose Editor and Strunk & White Stylistic Purist.

Rewrite the text inside <draft_text> to make it punchy, rhythmic, and effortlessly readable.

<draft_text>
[PASTE JARGON-HEAVY, WORDY, OR CLUNKY TEXT HERE]
</draft_text>

Editing Directives:
1. **Ban the Buzzwords**: Strike out words like 'synergize', 'leverage', 'tapestry', 'delve', 'paradigm', 'holistic', 'cutting-edge', 'streamline', and 'spearhead'.
2. **Slash Word Count by 35%**: Eliminate throat-clearing preambles ('It is important to note that...').
3. **Active Voice Mandatory**: Convert all passive phrasing into subject-verb-object clarity.
4. **Vary Sentence Length**: Mix punchy 4-word sentences with melodic 18-word sentences to create captivating reading rhythm.
5. Provide a 2-column comparison showing 'Before' vs 'After' followed by the rationale for major cuts.

Act as a Top 1% LinkedIn Content Strategist and Thought Leadership Ghostwriter.

Write an engaging, high-signal LinkedIn post based on the contrarian observation inside <contrarian_insight>.

<contrarian_insight>
Conventional wisdom / Common belief: [WHAT EVERYONE IN YOUR INDUSTRY BELIEVES]
The hidden reality / What actually works: [YOUR REAL-WORLD EXPERIENCE OR CONTRARIAN TRUTH]
Concrete Proof / Example: [STORY, DATA POINT, OR ANECDOTE]
Actionable Takeaway: [WHAT THE READER SHOULD DO DIFFERENTLY TOMORROW]
</contrarian_insight>

Formatting Rules:
- Hook (Lines 1-2): Must stop the scroll. Maximum 140 characters before the '...see more' fold.
- White Space: Single-line and two-line micro-paragraphs for mobile skimmability.
- No cringey hashtags, emojis spam, or humblebrags.
- End with an open-ended, high-IQ question that invites senior peers to comment.

Act as a Renowned Newsletter Creator (style of Morning Brew, Lenny's Newsletter, and Stratechery).

Write an engaging, insightful newsletter edition on [NEWSLETTER_TOPIC].

<newsletter_parameters>
Target Audience: [ENGINEERS, FOUNDERS, PRODUCT MANAGERS]
Personal Hook / Opening Story: [ANECDOTE OR LESSON LEARNED THIS WEEK]
The Analytical Core: [DEEP DIVE EXPLAINING HOW SOMETHING WORKS]
The Practical Framework: [STEP 1, STEP 2, STEP 3]
Subtle CTA: [MENTION PROMPTNOTE AS THE ELEGANT SOLUTION TO THIS PAIN]
</newsletter_parameters>

Tone: Conversational, witty, intellectually rigorous, deeply practical.
Include 3 click-worthy Subject Line options (Curiosity, Benefit, Contrarian).

Act as a Chief Brand Officer and Lexicographical Stylist.

Create an exhaustive Brand Voice System Instruction Prompt for [COMPANY_OR_PERSON] based on the raw writing samples inside <writing_samples>.

<writing_samples>
[PASTE 2-4 PARAGRAPHS OF YOUR BEST WRITING OR COMPANY CONTENT]
</writing_samples>

Analyze and codify:
1. **Linguistic DNA**: Sentence length distribution, vocabulary sophistication level, rhythm, humor style.
2. **Banned Words & Cliches**: 15 words this brand would NEVER utter under any circumstance.
3. **Tone Spectrum**: Where the voice sits on these sliders:
   - Serious vs Playful (1-10)
   - Technical vs Accessible (1-10)
   - Polite vs Irreverent (1-10)
4. **The Meta-Prompt**: A reusable 'Role & Persona' instruction block I can prepend to any future AI prompt to instantly enforce this exact voice.

Act as a Principal Research Scientist and Meta-Analyst.

Compare and synthesize the research methodologies, findings, and trade-offs of the papers provided inside <papers_text>.

<papers_text>
[PASTE ABSTRACTS, METHODOLOGIES, OR SUMMARY EXCERPTS OF 2 TO 5 PAPERS]
</papers_text>

Output Deliverables:
1. **Comparative Synthesis Matrix**:
   | Paper / Authors | Core Hypothesis | Dataset / Sample Size | Primary Finding | Major Methodological Limitation |
2. **Consensus vs Contradiction**:
   - Points where all papers agree.
   - Core tensions where findings or interpretations clash.
3. **Emerging Frontier**: What remains unproven or represents the most promising direction for future empirical research?

Act as an Adversarial Peer Reviewer and Senior Research Methodologist.

Rigorously stress-test the proposal, study design, or argument outlined inside <proposal_text>.

<proposal_text>
[PASTE YOUR STUDY DESIGN, EXPERIMENT PLAN, OR BUSINESS THESIS]
</proposal_text>

Identify:
1. **Sampling & Selection Biases**: How could the chosen demographic or dataset skew results?
2. **Confounding Variables**: What unmeasured external factors could explain the observed correlation?
3. **P-Hacking & Statistical Fragility**: Are the statistical assumptions robust, or vulnerable to overfitting?
4. **The Pre-Mortem Scenario**: If this project fails catastrophically within 12 months, what was the most likely blind spot?
5. **Concrete Hardening Recommendations**: 3 actionable adjustments to make the methodology unassailable.

Act as a World-Class Science Communicator (in the style of Richard Feynman and 3Blue1Brown).

Explain [COMPLEX_CONCEPT] from absolute first principles to a curious 12-year-old with zero technical background.

<concept_parameters>
Topic: [INSERT TOPIC: e.g., Transformer Attention Mechanism, Zero-Knowledge Proofs, CRISPR, Quorum Sensing]
Key Misconception to Dispel: [WHAT MOST PEOPLE MISUNDERSTAND]
</concept_parameters>

Structure:
1. **The Tangible Physical Analogy**: Explain the mechanism using an everyday real-world object or scenario (a library, a post office, cooking).
2. **The First-Principles Problem**: What fundamental dilemma or physical limitation forced humans to invent this?
3. **Step-by-Step Mechanical Walkthrough**: How the parts interact without using abstract technical jargon.
4. **The 'Why Should I Care?' Epiphany**: How this changes the future in the real world.

Act as a Brutally Objective Intellectual Adversary and Strategic Debater.

My current conviction or strategic hypothesis is detailed inside <my_thesis>.

<my_thesis>
[EXPLAIN YOUR STRATEGIC BELIEF, INVESTMENT THESIS, OR DECISION]
</my_thesis>

Your assignment:
1. **Steel-Man the Counter-Argument**: Build the strongest, most compelling, data-grounded case against my thesis. Do not create a weak straw-man.
2. **Key Assumptions Vulnerability**: Identify the 3 implicit assumptions that must be true for my thesis to hold—and explain why each might be false.
3. **Blind-Spot Data Request**: What historical precedents or emerging data signals am I likely ignoring because of confirmation bias?
4. **Stress-Test Kill Switch**: What single verifiable metric or event would conclusively prove my thesis dead wrong?

Act as a Rigorous Fact-Checking Investigator and Data Extraction Specialist.

Process the source text provided in <source_document>. Extract every quantitative statistic, benchmark, and empirical claim.

<source_document>
[PASTE DENSE DOCUMENT, RESEARCH EXCERPT, OR EARNINGS REPORT]
</source_document>

Output Schema: A markdown table containing:
| Verbatim Claim / Metric | Numerical Value | Context / Benchmark Period | Page/Paragraph Reference | Verification Confidence |

Extraction Rules:
- Never extrapolate, infer, or round numbers.
- If a metric lacks clear context, tag it as 'Unspecified Context'.
- Include zero conversational commentary before or after the table.

Act as a National Science Foundation (NSF) Reviewer and Senior Academic Grant Writer.

Structure a compelling Academic Research Abstract and Grant Proposal Outline for [RESEARCH_TOPIC].

<grant_parameters>
Principal Investigator & Domain: [NAME & DISCIPLINE]
Core Problem / Unsolved Gap: [THE SCIENTIFIC OR TECHNICAL CHALLENGE]
Proposed Novel Methodology: [YOUR UNIQUE EXPERIMENTAL APPROACH]
Anticipated Societal / Economic Impact: [BROADER IMPACTS CRITERIA]
Funding Mechanism / Budget Level: [e.g., NSF CAREER, NIH R01, DARPA]
</grant_parameters>

Generate:
1. **The 250-Word Gold-Standard Abstract**: Background &rarr; Gap &rarr; Novel Approach &rarr; Primary Hypothesis &rarr; Impact.
2. **Specific Aims (Aim 1, Aim 2, Aim 3)**: Structured with explicit falsifiable hypotheses and validation metrics.
3. **Risk Mitigation Plan**: How the research will pivot if Aim 1 encounters inconclusive data.

Act as an Intellectual Sparring Partner and Senior Thesis Advisor.

I am exploring a new research topic: [MY_RESEARCH_TOPIC].

<topic_overview>
[EXPLAIN YOUR INITIAL HYPOTHESIS, INTENDED EXPERIMENT, OR CORE ARGUMENT]
</topic_overview>

Rules for this interaction:
1. Do NOT praise my idea or summarize what I said.
2. Ask me exactly 4 penetrating Socratic questions designed to expose:
   - Question 1: An unverified premise I am taking for granted.
   - Question 2: A confounding variable or alternative explanation for the phenomenon.
   - Question 3: The single hardest empirical measurement or data acquisition obstacle.
   - Question 4: Why existing solutions or mainstream literature have not already solved this.
3. Wait for my responses before providing recommendations.

Act as a Senior Biostatistician and Meta-Analyst.

Audit the empirical claims and statistical metrics presented inside <study_results>.

<study_results>
[PASTE SUMMARY METRICS: SAMPLE SIZES, P-VALUES, CONFIDENCE INTERVALS, AND STATED EFFECT SIZES]
</study_results>

Conduct a rigorous statistical audit:
1. **Statistical Power Assessment**: Is the sample size adequately powered to detect the stated effect size without high false-positive risk?
2. **P-Value & Significance Evaluation**: Look for p-hacking signals (e.g., p=0.048 right on the boundary), multiple hypothesis testing without Bonferroni corrections, or lack of confidence intervals.
3. **Clinical / Practical vs Statistical Significance**: Even if p < 0.01, is the absolute effect size practically meaningful in the real world?
4. **Auditor Summary Verdict**: [ROBUST / WEAK / INCONCLUSIVE / SUSPECT] with a 2-sentence rationale.

Act as a High-Performance Chief of Staff and Meeting Facilitator.

Construct a high-velocity 15-to-30 minute Lean Meeting Agenda for [MEETING_NAME] with [ATTENDEES_LIST].

<meeting_objective>
Core Problem to Solve: [WHAT ISSUE HAS BROUGHT US TOGETHER]
Decision to Be Made: [THE EXACT BINARY OR MULTI-OPTION CHOICE REQUIRED]
Pre-Read Material: [DOCS THAT MUST BE READ IN ADVANCE]
</meeting_objective>

Rules:
1. Every agenda item must have:
   - Dedicated Time-Box (in minutes).
   - Discussion Leader.
   - Required Tangible Output (e.g., 'Decision on Option A vs B', not 'Discussion').
2. Pre-Meeting Ground Rules: Mandate that the pre-read is silent-read for the first 5 minutes if not completed before the call.
3. Total agenda time must be 25 minutes or less to allow team transition time.

Act as an Executive Operations Specialist.

Condense the raw meeting transcript provided inside <meeting_transcript> into an authoritative Executive Minutes Record.

<meeting_transcript>
[PASTE ZOOM, TEAMS, OR OTTER.AI TRANSCRIPT TEXT HERE]
</meeting_transcript>

Structure:
1. **Meeting Context**: Date, Subject, Attendees identified.
2. **Headline Decisions (Max 4 bullets)**: Unambiguous decisions agreed upon.
3. **Key Debates & Nuance**: Summary of dissenting views or rejected alternatives (why we chose X over Y).
4. **Action Item Tracking Table**:
   | Action Item | Single DRI | Due Date | Acceptance Criteria |
5. **Open Risks / Next Sync Date**.

Act as an Executive Facilitator and Decision Architect.

Help our team resolve a heated intellectual deadlock between [FACTION_A] and [FACTION_B] regarding [DISPUTED_DECISION].

<deadlock_context>
Faction A Position: [THEIR ARGUMENT AND PREFERRED SOLUTION]
Faction B Position: [THEIR ARGUMENT AND PREFERRED SOLUTION]
Underlying Fears: [WHAT EACH SIDE IS AFRAID OF LOSING OR BREAKING]
The Overarching Business Goal: [THE COMMON MISSION BOTH SIDES AGREE ON]
</deadlock_context>

Generate:
1. **Shared Ground Synthesis**: Restate what both sides agree on to lower emotional defensiveness.
2. **Trade-Off Scorecard**: A structured decision matrix weighting the options across Speed, Cost, Long-Term Technical Debt, and Operational Risk.
3. **The 'Reversible Experiment' Compromise**: A time-boxed pilot with explicit falsifiable metrics that lets the team move forward without permanently committing.

Act as a Senior Risk Officer and Organizational Psychologist.

Conduct an interactive Project Pre-Mortem session for [PROJECT_NAME] starting on [START_DATE].

<project_scope>
Core Objective: [WHAT WE INTEND TO LAUNCH]
Team Composition: [ROLES AND HEADCOUNT INVOLVED]
External Dependencies: [VENDORS, API PROVIDERS, CLIENT APPROVALS]
Key Timeline Milestones: [CRITICAL DATES]
</project_scope>

Assume the following premise:
*"It is today, exactly 6 months into the future. The project has failed catastrophically. We blew past the budget, missed the deadline by 3 months, and the product is riddled with bugs. Morale is shattered."*

Identify:
1. **The 4 Most Likely Killers**: The operational, architectural, or human breakdowns that caused this catastrophe.
2. **Early Warning Tripwires**: Observable symptoms that will appear in Week 2, 4, and 8 if this failure trajectory is occurring.
3. **Pre-Emptive Defenses**: Concrete structural safeguards to institute during tomorrow's kickoff to eliminate each killer.

Act as an Elite Leadership Coach and Silicon Valley VP of Engineering.

Draft a high-leverage 1-on-1 meeting structure and question framework between [MANAGER_NAME, TITLE] and [DIRECT_REPORT_NAME, TITLE].

<employee_profile>
Current Role: [ROLE AND TENURE]
Recent Challenges / Frustrations: [BURNOUT, CROSS-TEAM FRICTION, UNCLEAR CAREER PATH]
Strengths / High-Leverage Skills: [WHAT THEY EXCEL AT]
Key Goals for Current Quarter: [DELIVERABLES EXPECTED]
</employee_profile>

Generate:
1. **The 10-10-10 Time Allocation**: 10 min for their agenda, 10 min for your coaching/feedback, 10 min for long-term career growth.
2. **5 High-Signal Questions**: Questions that bypass generic 'Everything is fine' pleasantries and unearth real blockers.
3. **Closing Alignment Commitment**: A collaborative wrap-up protocol.

Act as an Enterprise Account Executive and Strategic Solutions Partner.

Draft a compelling post-meeting follow-up email to [CLIENT_EXECUTIVE_NAME] at [CLIENT_COMPANY] following our discovery meeting regarding [PROPOSAL_SUBJECT].

<meeting_takeaways>
Key Pain Points Client Expressed: [WHAT THEY ARE STRUGGLING WITH]
Value Proposition Discussed: [HOW OUR SOLUTION SOLVES IT]
Agreed Next Steps: [DEMO, SECURITY REVIEW, CONTRACT DRAFT]
Target Timeline / Next Call Date: [UPCOMING MILESTONES]
</meeting_takeaways>

Requirements:
- Executive, concise tone.
- Restate their pain in their own words so they feel completely understood.
- Clear, bulleted action items with assigned owners and dates.
- Keep total length under 220 words.

Act as a Commercial Services Director and Contract Specialist.

Draft a firm, tactful email to [CLIENT_NAME] regarding their request for [REQUESTED_CHANGES] which exceeds our signed Statement of Work (SOW).

<contract_boundary>
Original SOW Deliverables: [WHAT WAS SIGNED OFF]
Additional Scope Requested: [THE EXTRA WORK DEMANDED]
Cost & Time Impact: [X HOURS, $Y ESTIMATED COST, Z DAYS TIMELINE EXTENSION]
</contract_boundary>

Requirements:
1. Enthusiastically embrace the vision of their new idea.
2. Clearly distinguish between 'Included in Current Sprint' and 'Additional Engineering Scope'.
3. Present a professional Change Order option with exact cost and timeline adjustment.
4. Maintain a collaborative, non-defensive tone that protects our team's margins.

Act as a Principal Distributed Systems Architect.

Draft an engineering Request for Comments (RFC) for [ARCHITECTURE_PROPOSAL].

<system_context>
System Purpose / Mission: [WHAT PROBLEM THIS SERVICE SOLVES]
Current Limitations / Bottlenecks: [LATENCY, THROUGHPUT, MEMORY LEAKS, TECH DEBT]
Scale Requirements: [TARGET RPS, DATA SCALE, LATENCY BUDGETS]
Proposed Architecture Stack: [LANGUAGES, DATABASES, MESSAGING QUEUES]
</system_context>

Output Schema:
1. **RFC Header**: Title, Author, Target Date, Status (Proposed).
2. **Context & Problem Statement**: Quantified operational bottleneck.
3. **Proposed Architectural Design**: Component diagram description, data flow sequence, state management.
4. **Evaluated Alternatives & Trade-Offs**: Why we chose Option A over Option B (Markdown table evaluating Latency, Cost, Operational Complexity).
5. **Observability & Rollback Plan**: Key metrics to alert on and step-by-step failure rollback sequence.

Act as a Senior Software Craftsmanship Specialist and Clean Code Purist.

Refactor the legacy code snippet provided inside <legacy_code>.

<legacy_code>
[PASTE MESSY, MONOLITHIC, OR UNTESTABLE CODE HERE]
</legacy_code>

Language / Framework: [LANGUAGE, e.g., TypeScript, Python 3.12, Go, Rust]

Refactoring Rules:
1. **Single Responsibility Principle (SRP)**: Decompose the monolithic function into small, pure helper functions.
2. **Type Safety & Immutability**: Add strict type annotations, interfaces, and eliminate global side-effects.
3. **Robust Error Handling**: Replace generic try/catch blocks with typed domain errors and early returns (guard clauses).
4. **Performance Complexity**: Maintain or improve Big-O time and space complexity.
5. Provide the refactored code followed by a bulleted explanation of improvements.

Act as a Principal Database Reliability Engineer and PostgreSQL/MySQL Performance Tuning Expert.

Analyze the slow database query and execution plan provided inside <query_data>.

<query_data>
Database Engine & Version: [e.g., PostgreSQL 16, MySQL 8.0]
Slow SQL Query:
[PASTE QUERY HERE]

EXPLAIN ANALYZE Output (if available):
[PASTE EXPLAIN PLAN OR DESCRIBE TABLE SIZE, ROWS, AND CURRENT INDEXES]
</query_data>

Deliverables:
1. **Root Cause Diagnosis**: Identify whether the bottleneck is Sequential Scans (Seq Scan), Temp Disk Spills, Hash Joins, or N+1 queries.
2. **Rewritten Optimized Query**: Provide the rewritten SQL query using CTEs, window functions, or subquery flattening where appropriate.
3. **Optimal Index DDL**: Provide exact `CREATE INDEX` or `CREATE INDEX CONCURRENTLY` statements with column ordering rationale.
4. **Anticipated Performance Gain**: Estimated latency reduction percentage.

Act as a Principal Compiler Engineer and Regex Optimization Specialist.

Construct a robust, production-grade Regular Expression to match and parse [REGEX_REQUIREMENT].

<regex_requirements>
Pattern Purpose: [WHAT STRING PATTERN ARE YOU TRYING TO EXTRACT OR VALIDATE]
Target Flavor / Engine: [PCRE, JavaScript, Python re, Go regexp]
Must Match (Positive Test Cases): [LIST 3-4 STRINGS THAT MUST PASS]
Must Reject (Negative Test Cases): [LIST 3-4 STRINGS THAT MUST FAIL]
Potential Security Traps: Prevent Regular Expression Denial of Service (ReDoS / Catastrophic Backtracking).
</regex_requirements>

Generate:
1. **The Production Regex Pattern**: Encapsulated in a code block with named capture groups if appropriate.
2. **Component-by-Component Breakdown**: Plain-English explanation of each quantifier and delimiter.
3. **ReDoS Safety Audit**: Proof that no nested quantifiers like `(a+)+` exist that could cause exponential polynomial time complexity.
4. **Unit Test Implementation Code**: Ready-to-run test harness verifying positive and negative cases.

Act as a Site Reliability Engineering (SRE) Director and Incident Commander.

Draft a comprehensive Blameless Post-Mortem & Root Cause Analysis (RCA) document for [INCIDENT_NAME].

<incident_data>
Incident Start & Resolution Time: [UTC TIMESTAMPS]
Total Customer Downtime: [DURATION]
Symptoms & Impact: [ERROR RATE, DATA LOSS, FINANCIAL REPERCUSSIONS]
Root Cause Investigation: [WHAT SPECIFIC HARDWARE, NETWORK, OR CODE FAILURE OCCURRED]
Mitigation Executed: [WHAT BROUGHT THE SYSTEM BACK UP]
</incident_data>

Format according to Google SRE Standards:
1. **Executive Incident Summary**: Severity level, impact, duration, and root cause in 3 sentences.
2. **Detailed Chronological Timeline (UTC)**: Detection &rarr; Escalation &rarr; Triage &rarr; Fix &rarr; Recovery.
3. **The 5-Whys Root Cause Analysis**: Drilling down 5 levels from symptom to foundational organizational/architectural failure.
4. **Action Items (Preventative Hardening)**: 
   | Action Item | Type (Prevent / Mitigate / Detect) | Owner | Due Date | Priority (P0-P2) |

Act as a Principal Software Quality Engineer and Test-Driven Development (TDD) Advocate.

Generate an exhaustive, production-grade automated test suite for the software function provided inside <code_to_test>.

<code_to_test>
[PASTE FUNCTION, CLASS, OR API CONTROLLER HERE]
</code_to_test>

Testing Framework: [e.g., Pytest with pytest-mock, Jest / Vitest, Go testing]

Test Coverage Requirements:
1. **Happy Path Tests**: Typical expected inputs and outputs.
2. **Edge-Case & Boundary Tests**: Zero values, null/undefined, empty arrays, unicode strings, maximum integer overflow.
3. **Failure Mode & Exception Tests**: Network timeouts, database disconnections, malformed payloads.
4. **Mocks & Fixtures**: Properly isolated external calls using clean test doubles.
5. Ensure tests adhere to the AAA pattern (Arrange, Act, Assert).

Act as a Principal API Architect and REST Standards Lead.

Design a comprehensive, standardized OpenAPI 3.1 (Swagger) contract for [API_ENDPOINT_DESCRIPTION].

<endpoint_requirements>
Resource Path & Method: [e.g., POST /api/v1/workspaces/{workspace_id}/prompts]
Authentication: [Bearer JWT / API Key]
Path & Query Parameters: [LIST PARAMETERS AND CONSTRAINTS]
Request Body Schema: [DESCRIBE PAYLOAD FIELDS AND VALIDATIONS]
Response Payloads:
  - 201 Created: Success schema
  - 400 Bad Request: Validation error schema
  - 401/403: Security errors
  - 429: Rate limit headers
</endpoint_requirements>

Output the complete OpenAPI YAML specification with full JSON schema validation rules (min, max, regex patterns).

Act as a Senior Application Security Penetration Tester and OWASP Top 10 Auditor.

Conduct an adversarial security review of the code snippet provided inside <code_payload>.

<code_payload>
[PASTE APPLICATION CODE, CONTROLLER, OR DATABASE QUERY LOGIC]
</code_payload>

Identify:
1. **Critical Vulnerabilities**: Look for SQL Injection, XSS, SSRF, Path Traversal, Insecure Deserialization, Broken Access Control (IDOR), and Race Conditions.
2. **Exploit Proof of Concept (PoC)**: Concrete example of how an attacker would exploit this weakness (e.g., malicious payload).
3. **CVSS Severity Score**: [Critical / High / Medium / Low] with rationale.
4. **Remediated Secure Code Snippet**: The exact refactored code eliminating the vulnerability completely.

Act as a Principal Product Data Scientist and Customer Retention Specialist.

Analyze the customer cohort telemetry provided inside <usage_data> to detect early churn warning signals.

<usage_data>
[PASTE USAGE DATA, LOGIN DROPS, SUPPORT TICKET LOGS, OR LICENSE SEAT ACTIVITY]
</usage_data>

Deliverables:
1. **Churn Probability Ranking**: Classify accounts into High Risk (>75%), Medium Risk (40-75%), and Stable (<40%).
2. **Leading Indicators**: The 3 specific behavioral tipping points that triggered the risk score (e.g., drop in weekly active users, open unresolved bug ticket).
3. **Actionable Intervention Playbook**: Specific proactive playbook for the Customer Success team to re-engage each high-risk account before their renewal date.

Act as a Venture Capital Principal and SaaS Financial Analyst.

Analyze the cohort retention table provided inside <cohort_data>.

<cohort_data>
[PASTE MONTHLY RETENTION MATRIX: MONTH 0 TO MONTH 12 USER OR REVENUE RETENTION PERCENTAGES]
Customer Acquisition Cost (CAC): [AVERAGE CAC]
Gross Margin %: [GROSS MARGIN]
Monthly ARPU: [AVERAGE REVENUE PER USER]
</cohort_data>

Output:
1. **Retention Curve Analysis**: Does the retention curve flatten into a healthy 'smile' curve, or does it continually degrade toward zero?
2. **Net Revenue Retention (NRR) vs Logo Retention**: Compare user loss against expansion revenue from retained accounts.
3. **Unit Economics Health Check**:
   - Estimated LTV (Lifetime Value) = (ARPU * Gross Margin) / Monthly Churn Rate.
   - LTV:CAC Ratio (Target: >3.0x).
   - CAC Payback Period in months (Target: <12 months).
4. **Strategic Growth Diagnosis**: 3 specific recommendations to optimize retention.

Act as a Fractional CFO and Corporate Financial Controller.

Conduct a Budget Variance Analysis on the financial figures inside <budget_vs_actual>.

<budget_vs_actual>
Period: [e.g., Q2 2026]
Current Cash Balance: [CASH RESERVES]
[PASTE TABLE OF PLANNED VS ACTUAL REVENUE AND DEPARTMENTAL EXPENSES]
</budget_vs_actual>

Output Requirements:
1. **Variance Scorecard**: A markdown table with:
   | Department / Line Item | Budget | Actual | Variance ($) | Variance (%) | Health Status |
2. **Root Cause Analysis of Unfavorable Variances**: Identify the top 2 cost centers burning cash faster than forecast.
3. **Runway & Zero Cash Date Forecast**: At current burn rate, calculate months of runway remaining.
4. **Remediation Protocol**: 3 concrete expense adjustments to preserve 18+ months of cash runway.

Act as a Chief Data Officer and BI Dashboard Architect.

Design a comprehensive Executive KPI Dashboard specification for a [BUSINESS_MODEL_TYPE] company.

<business_parameters>
Company Model: [e.g., B2B SaaS, E-commerce Marketplace, Enterprise DevTools]
North Star Metric: [CORE VALUE METRIC, e.g., Net Revenue Retention, Weekly Active Prompts]
Key Executive Users: [CEO, VP SALES, VP ENG, CFO]
</business_parameters>

Structure:
1. **The North Star Metric**: Primary indicator with target goal and historical benchmark.
2. **Level-1 Operational Driver Metrics**: The 4 primary pillars (Growth, Retention, Velocity, Efficiency) with exact SQL calculation formulas.
3. **Level-2 Diagnostic Drill-Downs**: Sub-metrics to inspect when an L1 metric flashes Red.
4. **Visual Layout Wireframe**: Low-fidelity ASCII or markdown grid layout showing card placement.

Act as a Principal Experimentation Scientist and Conversion Rate Optimization (CRO) Lead.

Evaluate the A/B test split results provided inside <experiment_data>.

<experiment_data>
Hypothesis Tested: [WHAT WAS CHANGED ON VARIANT B]
Control Group: [VISITORS / CONVERSIONS]
Variant B Group: [VISITORS / CONVERSIONS]
Test Duration: [NUMBER OF DAYS]
Minimum Detectable Effect (MDE): [TARGET MDE]
</experiment_data>

Calculate and Evaluate:
1. **Conversion Rates & Absolute/Relative Lift**: Baseline vs Variant conversion rates.
2. **Statistical Significance & Confidence Level**: Chi-Square / Z-Score assessment (p-value, 95% or 99% confidence threshold).
3. **Novelty Effect & Seasonality Audit**: Was the test run long enough to span a full business cycle (including weekends)?
4. **Ship vs Iterate Recommendation**: Unambiguous recommendation [SHIP VARIANT / EXTEND TEST / REVERT].

Act as a Senior Data Engineer and ETL Pipeline Architect.

Inspect the dirty data sample provided inside <raw_data_sample>.

<raw_data_sample>
[PASTE 5 TO 10 ROWS OF DIRTY CSV, TSV, OR JSON DATA]
</raw_data_sample>

Target Schema Requirements: [SPECIFY DESIRED CLEAN DATA FORMAT]

Provide:
1. **Data Quality Defect Audit**: Identify all formatting inconsistencies, null values, trailing spaces, and corrupted date formats.
2. **Transformation & Normalization Rules**: Step-by-step logic to standardize each column.
3. **Production Python (Pandas or Polars) Cleansing Script**: Fully commented, vector-optimized script that ingests the dirty file and exports the normalized dataset.

Act as a Quantitative E-commerce Strategist and Data Mining Specialist.

Analyze the transaction transaction logs inside <transaction_data> to uncover cross-sell affinity and association rules.

<transaction_data>
[PASTE SAMPLE PURCHASE RECORDS SHOWING ITEMS PURCHASED PER ORDER]
</transaction_data>

Calculate & Identify:
1. **Support, Confidence, and Lift**:
   - Support: % of total orders containing both Product A and Product B.
   - Confidence: Probability that a customer buying Product A also buys Product B.
   - Lift: Strength of the association rule (>1.0 indicates genuine correlation, not chance).
2. **Top 3 Recommended Bundling Opportunities**: Highest-lift product pairings.
3. **In-Cart Upsell Microcopy**: Compelling 1-sentence prompt for checkout drawers.

Act as a Senior Technical Recruiter and ATS Algorithms Auditor.

Audit and optimize my current resume bullet points inside <resume_text> against the target job description inside <job_description>.

<resume_text>
[PASTE YOUR RESUME BULLETS HERE]
</resume_text>

<job_description>
[PASTE THE TARGET JOB POSTING / REQUIREMENTS HERE]
</job_description>

Execute:
1. **Keyword Gap Analysis**: Identify top 5 critical technical and domain keywords present in the job posting that are missing from my resume.
2. **Bullet Transformation (Before & After)**: Rewrite 4 of my weakest bullet points into high-impact, quantified achievements using the Google Formula: *Accomplished [X] as measured by [Y], by doing [Z]*.
3. **ATS Compatibility Score**: Estimate match percentage and recommend formatting tweaks.

Act as a Bar-Raiser Executive Interviewer at a Tier-1 Tech Company.

Interview me on the common behavioral question: "[INTERVIEW_QUESTION]".

<my_raw_experience>
The context / company: [COMPANY & ROLE]
The challenge faced: [WHAT WENT WRONG OR OBSTACLE TACKLED]
What I specifically did: [YOUR ACTIONS AND DECISIONS]
The measurable outcome: [THE NUMBERS AND LESSONS LEARNED]
</my_raw_experience>

Structure my raw experience into an elite 2-minute STAR response:
1. **Situation (20 seconds)**: Crisp framing of the business context and stakes.
2. **Task (15 seconds)**: The explicit responsibility that fell on my shoulders.
3. **Action (60 seconds)**: The 3 decisive, technical, or leadership actions I initiated (focus on 'I', not 'we').
4. **Result (25 seconds)**: Quantifiable business outcome and lasting structural change.
5. Provide 2 likely follow-up cross-examination questions the interviewer will ask to test my veracity.

Act as an Executive Career Strategist and Talent Advisory Lead.

Generate 6 high-signal, memorable reverse-interview questions for me to ask [INTERVIEWER_ROLE, e.g., VP of Engineering, CEO, Peer Engineer] at [TARGET_COMPANY].

<role_context>
Role I am interviewing for: [TARGET_ROLE]
Company stage & business model: [e.g., Series B SaaS, Enterprise Public Company]
Potential red flags I want to investigate: [BURNOUT, TECH DEBT, FOUNDER INTERFERENCE, PRODUCT DIRECTION]
</role_context>

Generate:
- 2 Questions assessing **Real Technical Debt & Execution Reality** (bypassing PR answers).
- 2 Questions assessing **Psychological Safety & Management Integrity**.
- 2 Questions assessing **Strategic Horizon & Long-Term Moat**.
- Explain what specific answers to listen for that signal a toxic environment.

Act as an Elite Career Copywriter and Executive Recruiter.

Write a compelling, non-traditional 250-word cover letter for [MY_NAME] applying for [TARGET_ROLE] at [COMPANY_NAME].

<background_and_company>
My Core Superpower: [YOUR SPECIFIC HARD SKILL OR TRACK RECORD]
Biggest Relevant Accomplishment: [METRIC OF SUCCESS IN PREVIOUS ROLE]
Company's Current Urgent Challenge: [WHAT IS THE COMPANY CURRENTLY TRYING TO SOLVE OR LAUNCH]
Why This Company Specifically: [AUTHENTIC CONNECTION TO THEIR MISSION OR TECH STACK]
</background_and_company>

Rules:
- Strictly ban the opening sentence: 'I am writing to express my interest in...'
- Hook the reader in sentence 1 with their current company challenge.
- Connect my past measurable wins directly to their upcoming 12-month goals.
- End with a confident, forward-looking call to action.

Act as a World-Class Executive Compensation Negotiator.

Draft a professional compensation counter-offer script and email response to [HIRING_MANAGER_OR_RECRUITER] for [JOB_TITLE] at [COMPANY_NAME].

<offer_parameters>
Initial Offer: Base [BASE], Equity [EQUITY], Bonus [BONUS]
Target Compensation: Base [TARGET_BASE], Equity [TARGET_EQUITY], Signing Bonus [TARGET_SIGNING]
My Leverage Points: [COMPETING OFFER, UNIQUE SKILL SET, IMMEDIATE TEAM VALUE]
Company Enthusiasm: [CONFIRMED HIGH INTEREST / STRONG FEEDBACK]
</offer_parameters>

Generate:
1. **The Verbal Negotiation Script (Phone Call)**: Word-for-word responses for counter-negotiating live.
2. **The Written Email Counter**: High-warmth, high-standard email clearly outlining the requested adjustments with strategic rationale.
3. **Objection Handling Matrix**: How to respond if they say 'This is at the top of our salary band'.

Act as an Executive Onboarding Consultant and Career Mentor.

Create a high-impact 30-60-90 Day Success Plan for [MY_NAME] entering the role of [NEW_ROLE] at [COMPANY_NAME].

<company_and_role_context>
Team Mission: [WHAT THE SQUAD BUILDS]
Immediate Problems Facing the Team: [KNOWN BUGS, CODE DEBT, PROCESS DISARRAY]
Key Stakeholders to Align With: [PRODUCT, ENGINEERING, OPERATIONS LEADS]
</company_and_role_context>

Structure across three distinct phases:
1. **Days 1–30 (Listen, Learn & Map)**: Internalizing codebase, interviewing 10 stakeholders, shipping 1 quick-win bug fix.
2. **Days 31–60 (Contribute, Align & Optimize)**: Taking single-threaded ownership of a core deliverable, introducing 1 workflow optimization.
3. **Days 61–90 (Lead, Innovate & Scale)**: Driving strategic initiative independently, mentoring, presenting 6-month roadmap.

Act as an Executive Talent Agent and Personal Branding Strategist.

Revamp the LinkedIn Profile Headline and 'About' summary for [MY_NAME], currently [CURRENT_TITLE].

<career_highlights>
Core Technical Competencies: [YOUR SKILLS]
Headline Career Wins: [3 BIG METRIC-DRIVEN ACCOMPLISHMENTS]
Target Opportunity / Next Level: [WHAT ROLES YOU WANT RECRUITERS TO REACH OUT FOR]
Personal Philosophy: [HOW YOU THINK ABOUT LEADERSHIP OR CRAFTSMANSHIP]
</career_highlights>

Generate:
1. **3 Distinct Headline Options**:
   - Option A: Keyword & Metric Heavy (Recruiter Magnet).
   - Option B: Problem-Solver & Category Leader.
   - Option C: Executive Authority & Visionary.
2. **The 3-Paragraph 'About' Narrative**: Personal Hook &rarr; Quantified Business Impact &rarr; Technologies & Contact invitation.

Act as a Senior Career Transition Coach and Executive Headhunter.

Translate my past professional background in [OLD_INDUSTRY_OR_ROLE] into high-value, compelling qualifications for my target pivot into [NEW_TARGET_ROLE].

<transition_context>
My Past Experience: [EXPLAIN WHAT YOU DID IN YOUR PREVIOUS CAREER]
Target Role Requirements: [KEY RESPONSIBILITIES OF TARGET ROLE]
Perceived Weaknesses / Objections: [WHAT RECRUITERS MIGHT BE SKEPTICAL ABOUT]
</transition_context>

Output:
1. **The 'Bridge Narrative'**: A 2-sentence positioning statement explaining why my past experience is an asymmetric advantage, not a liability.
2. **Skills Translation Matrix**: A 3-column table: | Previous Role Skill / Term | Target Role Translation | Tangible Business Value |
3. **Interview Objection Handling**: Word-for-word script answering: *"You don't have direct experience in X, why should we hire you?"*

Act as an Interactive Socratic Tutor and Cognitive Scientist using the Feynman Technique.

I want to master [TOPIC_NAME].

<learning_protocol>
1. Ask me to explain the concept in my own words, as if I were teaching it to a smart 12-year-old.
2. Do NOT explain the concept for me yet. Wait for my explanation.
3. When I explain it:
   - Identify any jargon words I hid behind without explaining them.
   - Point out the exact logical leap or gap where my explanation broke down.
   - Ask me a targeted Socratic follow-up question to force me to reconcile that specific gap.
</learning_protocol>

Begin by asking me to provide my initial explanation of [TOPIC_NAME].

Act as a Medical School Learning Specialist and Spaced Repetition (Anki) Architect.

Convert the study material provided inside <study_notes> into high-yield Active Recall Flashcards formatted for Anki.

<study_notes>
[PASTE DENSE TEXTBOOK CHAPTER, LECTURE NOTES, OR STUDY GUIDE]
</study_notes>

Rules for Gold-Standard Flashcards:
1. **Minimum Information Principle**: Each card must test exactly ONE discrete atomic fact. Never create multi-part bulleted cards.
2. **Cloze Deletion & Q&A Mix**: Generate both direct prompt questions and Cloze deletions (`{{c1::key term}}`).
3. **No Bi-directional Ambiguity**: The question must have exactly one logically undeniable answer.
4. Output format: TSV table ready for 1-click import into Anki (Front [TAB] Back [TAB] Tags).

Act as a Senior Psychometrician and Standardized Exam Test Writer (style of MCAT, Bar Exam, AWS Architect, or USMLE).

Create a 5-question high-difficulty practice test based on the curriculum topic inside <exam_topic>.

<exam_topic>
Topic / Domain: [e.g., AWS Certified Solutions Architect - High Availability VPCs]
Target Certification / Difficulty Level: [e.g., Professional / Expert Level]
</exam_topic>

Format for each question:
1. **Realistic Scenario Stem**: A complex real-world problem with constraints (latency, cost, compliance).
2. **4 Multiple-Choice Options (A, B, C, D)**:
   - Exactly 1 correct answer.
   - 3 plausible, highly cunning distractors that represent common misunderstandings.
3. **Detailed Answer Key (Hidden below)**:
   - Correct Option identified.
   - Explanation of why the correct option works.
   - Explanation of why each distractor is wrong.

Act as a Distinguished Professor of Mathematics and Theoretical Computer Science.

Provide a rigorous, step-by-step proof and conceptual intuition for [MATHEMATICAL_THEOREM_OR_PROOF].

<proof_parameters>
Target Theorem: [e.g., Proof that the Halting Problem is undecidable; Proof of Bayes' Theorem; Master Theorem for divide-and-conquer]
My Current Background: [Undergraduate Math / Beginner / Advanced]
</proof_parameters>

Structure:
1. **The Core Intuition**: A 2-paragraph visual or physical mental model explaining what this theorem is claiming.
2. **Formal Definitions & Assumptions**: Explicitly state all axioms, lemmas, and variable notations.
3. **Step-by-Step Proof**: Rigorous deductive sequence. Crucial: Do NOT skip algebraic steps with 'it can easily be shown that...'. Explain the rationale behind every step.
4. **Where People Get Tripped Up**: The most common counter-intuitive trap students fall into.

Act as an Academic Learning Strategist and Cognitive Cartographer.

Transform the textbook chapter material provided inside <chapter_text> into a high-retention hierarchical mind map and study summary.

<chapter_text>
[PASTE CHAPTER EXCERPT, HEADINGS, OR KEY SECTIONS]
</chapter_text>

Deliverables:
1. **The Executive Synthesis (3 Key Takeaways)**: The fundamental paradigm shift of the chapter.
2. **Hierarchical Knowledge Map (ASCII / Indented Markdown)**: Organizing primary themes, supporting mechanisms, and specific examples.
3. **Key Vocabulary & Formula Matrix**:
   | Concept / Formula | Formal Definition | Everyday Metaphor | Memory Anchor |
4. **Self-Test Diagnostic Questions**: 3 high-yield conceptual questions to test retention.

Act as an Immersive Language Tutor and Native Speaker in [TARGET_LANGUAGE].

My current proficiency level: [CEFR LEVEL: e.g., A2 Beginner, B1 Intermediate].
Scenario: [SCENARIO, e.g., Ordering food at a Parisian bistro, checking into a boutique hotel in Tokyo, negotiating rent in Madrid].

Interaction Rules:
1. Conduct the dialogue 100% in [TARGET_LANGUAGE] matching my proficiency level.
2. Only speak 1 to 2 conversational sentences per turn, ending with a natural question or prompt.
3. Before your reply, provide a feedback block:
   - **Correction**: If I made any grammar, gender agreement, or vocabulary errors, show the corrected version.
   - **Natural Native Alternative**: A more colloquial way a native speaker would say it.
4. Begin the roleplay in character now.

Act as a Grandmaster of Memory and Cognitive Neuroscientist.

Create an unforgettable Mnemonic System to memorize the list of items/concepts inside <items_to_memorize>.

<items_to_memorize>
[LIST OF TERMS, MEDICAL CRITERIA, PHOBIAS, OR SEQUENTIAL STEPS]
</items_to_memorize>

Generate:
1. **The Acronym / Acrostic Device**: An auditory, catchy sentence where the first letters map to the sequence.
2. **The Bizarre Visual Memory Palace**: A vivid, emotionally absurd mental image sequence linking each item sequentially (using humor, exaggeration, and sensory detail).
3. **The 30-Second Retrieval Drill**: How to test yourself to guarantee instant recall under exam stress.

Act as a Chief Grader and Standardized Exam Evaluator for [EXAM_TYPE, e.g., GRE Analytical Writing, AP US History, Bar Exam MPT].

Grade and diagnose my practice essay response inside <practice_essay>.

<practice_essay>
Essay Prompt / Question: [PASTE ESSAY QUESTION]
My Response Text:
[PASTE ESSAY BODY]
</practice_essay>

Evaluation Protocol:
1. **Rubric Scorecard**: Grade out of standard exam scale (e.g., 1.0 to 6.0 scale) with point-by-point criteria:
   - Thesis Clarity & Argumentative Cohesion
   - Empirical / Textual Evidence Depth
   - Structural Transitions & Syntactic Variety
2. **Top 2 Strengths**: What worked well.
3. **The 2 Critical Weaknesses**: Specific logical fallacies or unsupported assertions.
4. **Paragraph Rewrite Demonstration**: Take my weakest paragraph and rewrite it to demonstrate what a top-band score looks like.

Act as an Accelerated Learning Specialist and Cognitive Science Coach.

Deconstruct the skill [TARGET_SKILL] and build an intensive 30-Day Mastery Curriculum for an adult dedicating 60 minutes per day.

<skill_parameters>
Skill: [e.g., SQL Data Analysis, Public Speaking, Prompt Engineering, Promptnote API scripting]
Current Baseline: Complete beginner
Desired Milestone at Day 30: [WHAT I WANT TO BE ABLE TO INDEPENDENTLY BUILD OR PERFORM]
</skill_parameters>

Structure:
1. **First-Principles Deconstruction (The 20% that gives 80% capability)**: Identify the 5 core sub-skills that matter most.
2. **Week 1: Foundational Mental Models & Sandbox**: Core vocabulary and zero-friction exercises.
3. **Week 2: Component Drills & Pattern Recognition**: Isolating technical mechanics.
4. **Week 3: Real-World Messy Project**: Building an end-to-end portfolio artifact.
5. **Week 4: Stress-Testing & Public Feedback**: Releasing work or taking live tests.
6. **Curated Resources List**: 3 top books, free courses, or interactive playgrounds.

Act as a Polymath Strategist and Decision Scientist (style of Charlie Munger and Shane Parrish).

Analyze the complex problem inside <problem_dilemma> through 5 foundational mental models.

<problem_dilemma>
[DESCRIBE A TOUGH BUSINESS, TECHNICAL, OR CAREER CHALLENGE]
</problem_dilemma>

Apply these 5 Lenses:
1. **Inversion (Carl Jacobi)**: How would we guarantee total catastrophe? What actions make failure inevitable, and how do we avoid them?
2. **Second & Third-Order Consequences**: What happens after the immediate positive result occurs?
3. **First-Principles Deconstruction**: Strip away industry conventions and analogies. What physical or fundamental truths remain?
4. **Opportunity Cost & Comparative Advantage**: What invisible value are we forfeiting by choosing this path?
5. **Synthesis & Unconventional Action**: The single counter-intuitive decision these models recommend.

Act as a Systems Dynamics Modeler (style of Donella Meadows).

Model the system dynamics, feedback loops, and potential tipping points of [SYSTEM_TO_MODEL].

<system_context>
Core Components / Actors: [LIST STAKEHOLDERS, RESOURCES, OR MODULES]
Current Reinforcing (Positive) Loops: [WHAT IS DRIVING GROWTH]
Current Balancing (Negative) Loops: [WHAT CONSTRAINS OR SLOWS GROWTH]
Suspected Tipping Point: [POTENTIAL NON-LINEAR SHIFT]
</system_context>

Deliverables:
1. **System Archetype Classification**: Identify which classical system archetype describes this (e.g., Limits to Growth, Tragedy of the Commons, Shifting the Burden).
2. **Feedback Loop Diagram Description**:
   - Loop R1 (Reinforcing Engine)
   - Loop B1 (Balancing Constraint)
3. **Unintended Consequence Warning**: Where a well-intentioned policy intervention will backfire.
4. **Highest-Leverage Intervention Point**: Donella Meadows' 12 leverage points—where minimal effort creates systemic transformation.

Act as an Intellectual Curator and Executive Summarizer.

Analyze the non-fiction book [BOOK_TITLE] by [AUTHOR].

Deliverables:
1. **The Thesis in 1 Sentence**: The core revelation that challenges conventional wisdom.
2. **The 3 Non-Obvious Core Frameworks**: Skip the fluffy anecdotes; extract the operational mechanics of each mental framework.
3. **The 'Monday Morning' Action Playbook**: 3 specific habit modifications an executive or engineer can implement tomorrow morning.
4. **The One-Line Quote That Captures the Soul of the Book**.

Act as a World-Class Deliberate Practice Coach (style of Anders Ericsson).

I am struggling to progress beyond intermediate plateau in [SKILL_OR_DISCIPLINE].

<performance_plateau>
Current Performance Level: [WHERE YOU ARE STUCK]
Specific Failure Symptom: [WHERE MISTAKES FREQUENTLY OCCUR]
My Current Practice Routine: [WHAT YOU CURRENTLY DO TO PRACTICE]
</performance_plateau>

Design:
1. **Plateau Diagnosis**: Why generic repetition ('naive practice') has ceased producing improvement.
2. **Micro-Skill Isolation**: Decompose the failure point into an isolated 5-minute atomic drill.
3. **Immediate Feedback Loop**: How to measure error within 10 seconds of execution without waiting for human grading.
4. **The 14-Day Overcorrection Protocol**: A daily 20-minute drill schedule designed to force neuroplastic adaptation.

Act as a Polymath Innovator and Biomimicry Specialist.

I am trying to solve a persistent technical / business problem: [TECHNICAL_PROBLEM].

<problem_details>
Core Mechanical Challenge: [WHAT IS HARD: e.g., Congestion, Consensus, Resource Scarcity, Heat Dissipation]
Current Conventional Solutions: [HOW THE INDUSTRY TYPICALLY HANDLES THIS]
Why Current Approaches Fail: [COST, LATENCY, COMPLEXITY]
</problem_details>

Analyze this problem through 3 radically disparate disciplines:
1. **Evolutionary Biology & Ecosystems**: How does nature solve this exact problem? (e.g., ant colonies, immune systems, slime molds).
2. **Urban Architecture & Civil Logistics**: How do centuries-old cities handle congestion or structural load?
3. **Naval or Military History**: How did commanders overcome this logistical constraint under adversarial conditions?
4. **Cross-Pollinated Architecture**: Propose a novel system design synthesized from these analogies.

Act as Socrates and an Adversarial Dialectic Philosopher.

Engage me in a rigorous debate on my philosophical / ethical conviction: [MY_CONVICTION].

<rules_of_engagement>
1. Ask one probing question at a time.
2. Interrogate the definitions of the words I use (e.g., What do you mean by 'fair'? How do you define 'freedom'?).
3. Construct a dilemma or edge-case scenario where my stated principle produces an outcome I would personally abhor.
4. Do not offer your own thesis until you have completely dismantled my foundational premises.
</rules_of_engagement>

Begin by challenging my initial statement: [MY_CONVICTION].

Act as a Strategyzer-Certified Value Proposition Strategist.

Construct an exhaustive Value Proposition Canvas for [PRODUCT_NAME] targeting [TARGET_ICP].

<product_profile>
Product Description: [WHAT YOU OFFER]
Target ICP: [INDUSTRY, JOB TITLE, COMPANY STAGE]
Known Competitors: [WHAT THEY CURRENTLY USE]
</product_profile>

Generate:
1. **The Customer Profile**:
   - Customer Jobs (Functional, Social, and Emotional jobs they are trying to get done).
   - Customer Pains (Blockers, risks, and daily frustrations with current tools).
   - Customer Gains (Aspirations, metrics of success, and dream outcomes).
2. **The Value Map**:
   - Products & Services (Core features).
   - Pain Relievers (How each feature directly kills a specific pain).
   - Gain Creators (How each feature creates unexpected delight or ROI).
3. **The 1-Sentence High-Converting Positioning Statement**: *'For [ICP] who [struggle with pain], [Product] is a [category] that [core benefit], unlike [competitor], which [limitation].'*

Act as a Principal Competitive Intelligence Director and Corporate Strategist.

Conduct a competitive teardown and flank positioning analysis for [MY_PRODUCT] against [PRIMARY_COMPETITOR].

<market_context>
Our Product: [OUR STRENGTHS AND ARCHITECTURE]
Primary Competitor: [THEIR PRODUCT, PRICING, AND MARKET REPUTATION]
Common Customer Complaints About Competitor: [WHAT USERS COMPLAIN ABOUT IN REDDIT/G2 REVIEWS]
</market_context>

Deliverables:
1. **Competitor Vulnerability Audit**: The 3 strategic blind spots the incumbent cannot easily fix due to their business model or architecture.
2. **Feature & Moat Comparison Matrix**:
   | Evaluation Dimension | Competitor Approach | Our Counter-Positioning | Winner & Why |
3. **The Judo-Move Flank Strategy**: How we turn their primary strength into a glaring weakness in the eyes of buyers.
4. **Sales Battlecard Script**: Word-for-word response when a prospect asks: *"How are you different from [Competitor]?"*

Act as a Venture Capital Managing Director and Financial Modeler.

Stress-test the business unit economics detailed inside <financial_inputs>.

<financial_inputs>
Pricing / ARPU: [e.g., $12 one-time perpetual license OR $49/month]
Blended CAC (Customer Acquisition Cost): [e.g., $4.20]
Gross Margin %: [e.g., 85%]
Monthly Churn Rate (if subscription): [e.g., 3.5%]
Monthly Operating Fixed Costs: [e.g., $15,000]
</financial_inputs>

Analyze:
1. **Unit Economics Scorecard**:
   - Customer Lifetime Value (LTV)
   - LTV:CAC Ratio
   - CAC Payback Period
2. **Sensitivity Stress Test**: How does profitability change if ad costs increase by 50% and conversion drops by 20%?
3. **Breakeven Volume**: Exactly how many licenses or active subscriptions must be sold monthly to achieve cash-flow breakeven?
4. **Venture Capital Investment Verdict**: [INVESTABLE / UNDER-MONETIZED / STRUCTURALLY FLAWED] with rationale.

Act as a Customer Discovery Master and Author of The Mom Test (style of Rob Fitzpatrick).

Create a Customer Discovery Interview Guide to validate [PRODUCT_IDEA_OR_HYPOTHESIS] with [TARGET_CUSTOMER_ROLE].

<hypothesis_parameters>
The Core Problem We Think They Have: [THE FRUSTRATION OR LEAK]
The Solution We Envision: [OUR PRODUCT IDEA]
The Temptation Trap: Never ask 'Would you buy a product that does X?' (People always lie).
</hypothesis_parameters>

Generate:
1. **5 Past-Behavior Questions**: Questions focused exclusively on how they *currently* solve this problem and how much time/money they spent in the past 7 days.
2. **3 Anchor Questions on Real Pain**: How to determine if this is a top-3 burning priority or a mild annoyance they will never pay to fix.
3. **Red Flag Warning Signs**: 3 customer statements that sound like praise but actually indicate zero purchase intent (e.g., 'That sounds like a great idea!').

Act as a Monetization & Pricing Strategist (style of Patrick Campbell / ProfitWell).

Design a multi-tiered pricing architecture for [SOFTWARE_PRODUCT].

<product_capabilities>
Value Metric: [WHAT GROWS WITH USAGE: SEATS, PROMPTS, API CALLS, STORAGE]
Feature List: [RAW LIST OF FEATURES DEVELOPED]
Target Segments: [SOLO PRO, SMALL TEAM, ENTERPRISE]
Current Competitor Pricing: [COMPETITOR BENCHMARKS]
</product_parameters>

Output:
1. **Tier Architecture Table**:
   | Tier Name | Target Persona | Price Point | Included Value Quotas | Strategic Feature Fences |
2. **The Packaging Psychology**:
   - The 'Decoy' Tier and Anchor Effect.
   - Good-Better-Best layout.
3. **Upgrade Triggers**: The exact point of friction that naturally forces a customer to upgrade from Tier 1 to Tier 2.

Act as a VP of Growth and Go-To-Market (GTM) Operator.

Develop a focused 90-Day GTM Channel Sequencing Strategy to launch [NEW_PRODUCT] to [TARGET_AUDIENCE].

<launch_parameters>
Product Stage: [BOOTSTRAPPED MVP / FUNDED LAUNCH]
Monthly Marketing Budget: [BUDGET AVAILABLE]
Primary Goal at Day 90: [e.g., First 1,000 Paying Customers, $10k MRR]
</launch_parameters>

Structure:
1. **Month 1 (Direct Outreach & Community Guerrilla)**: Zero-budget distribution channels (Product Hunt, Reddit technical subreddits, Hacker News 'Show HN').
2. **Month 2 (High-Intent Organic & SEO Moat)**: Programmatic keywords, comparison pages vs competitors, technical engineering guides.
3. **Month 3 (Paid Acceleration & Referral Loops)**: Performance Meta/Google ads targeting high-intent keywords once conversion funnel is proven.
4. **Channel Kill Matrix**: Strict metric thresholds for dropping a channel if it fails within 21 days.

Act as an Agile CTO and Y-Combinator Partner.

Ruthlessly audit and prune the feature list for [PRODUCT_NAME] inside <feature_backlog>.

<feature_backlog>
Target Launch Date: [DEADLINE]
Current Proposed Features:
[PASTE YOUR LONG LIST OF 10+ PROPOSED FEATURES]
</feature_backlog>

Classify every single feature into one of three buckets:
1. **The Core Value Loop (Must Ship in v1)**: The absolute bare-minimum functionality without which the product cannot solve the user's primary pain.
2. **Post-Launch Phase 2 (Hold for Day 30)**: High-value features that can be delayed until real user feedback is collected.
3. **Dangerous Distractions (Kill Completely)**: Vanity features (dark/light toggle customizations, AI auto-tagging, social sharing) that bloat code and delay launch.
Provide a 1-sentence blunt rationale for every feature placed in the Kill bucket.

Act as a Legendary Venture Capital General Partner (style of Sequoia / Benchmark).

Architect a high-conviction 10-Slide Seed Pitch Deck Outline for [COMPANY_NAME].

<company_thesis>
The Problem: [THE EXPENSIVE PAIN]
The Solution: [OUR PROPRIETARY APPROACH]
Traction to Date: [USERS, REVENUE, GROWTH RATE]
Market Size (TAM): [TOTAL ADDRESSABLE MARKET]
The Dream Team: [FOUNDER BACKGROUNDS]
</company_thesis>

For each of the 10 standard slides, define:
- **Slide Title & Headline**: The single takeaway sentence the investor remembers.
- **Core Visual / Chart**: Exactly what graphic or data chart should be displayed (no walls of text).
- **The Voiceover Script (30 Seconds)**: Word-for-word executive voiceover.

Act as a Principal Generative Engine Optimization (GEO) and AI Search Specialist.

Audit and optimize the article content inside <article_draft> to maximize citation frequency in AI Search Engines (Perplexity, ChatGPT Search, Gemini).

<article_draft>
Target Search Query / Intent: [e.g., Best AI prompts for productivity, How to write instructions for AI agents]
[PASTE DRAFT CONTENT]
</article_draft>

Apply 2026 GEO Principles:
1. **Direct Answer Injection (Information Gain)**: Restructure the opening 100 words to provide a direct, unambiguous answer suitable for an AI Overview snapshot.
2. **Entity & Relation Densification**: Embed structured data, named entities, and explicit subject-predicate-object relationships.
3. **Factual Grounding & Empirical Citations**: Replace generic claims with quantified metrics and primary source citations.
4. **Structured Table & Definition Micro-Modules**: Ensure every primary section features a markdown table or numbered checklist that LLM scrapers prioritize for RAG retrieval.

Act as an Elite Direct-Response Conversion Copywriter.

Write high-converting Above-The-Fold Landing Page Copy for [PRODUCT_NAME] using the classic Problem-Agitate-Solve (PAS) Framework.

<product_context>
Target Visitor: [WHO LANDS ON THE PAGE]
The Core Pain: [WHAT DRIVES THEM CRAZY ABOUT CURRENT HABITS]
The Agitation / Consequence: [HOW THAT PAIN COSTS THEM TIME, MONEY, OR SANITY]
Our Solution: [OUR PRODUCT FEATURES AND ADVANTAGES]
Primary CTA: [DOWNLOAD FREE TRIAL / BUY $12 LICENSE]
</product_context>

Generate:
1. **Pre-Headline Eyebrow**: Curiosity or category anchor.
2. **Main H1 Headline**: High-leverage transformation (max 10 words).
3. **Sub-headline (Agitate & Solve)**: Highlighting the contrast between old chaos and new speed.
4. **Primary and Secondary CTA Buttons**: High-action button copy.
5. **3 Feature Benefit Bullets with Micro-Proof Points**.

Act as a Growth Marketing Director and Lead Generation Strategist.

Design an irresistible B2B Lead Magnet concept and structural outline to generate enterprise email sign-ups for [COMPANY_NAME].

<lead_magnet_parameters>
Target Audience: [e.g., Software Engineers, Marketing Directors, Product Leads]
Core Commercial Product We Sell: [OUR PAID PRODUCT]
Desired Lead Quality: High-intent decision makers, not casual students.
</lead_magnet_parameters>

Deliverables:
1. **3 High-Converting Lead Magnet Concepts**:
   - Concept 1: The 'Executable Cheat Sheet / Swipe File'.
   - Concept 2: The 'Audit Scorecard / ROI Calculator'.
   - Concept 3: The 'Internal Company Blueprint / SOP Vault'.
2. **Selected Concept Detailed Outline**: 5 chapters/sections designed to solve an immediate acute problem while naturally positioning our software as the execution engine.
3. **The Squeeze Page Opt-In Copy**: Headline, 3 bullet points, and high-converting submit button.

Act as a Direct-Response Paid Media Buyer and Ad Copy Specialist.

Write high-converting ad copy variations for [PRODUCT_NAME] running on Google Search and Meta/LinkedIn Sponsored Feeds.

<ad_parameters>
Target Audience: [AUDIENCE PERSONA]
Key Value Proposition: [FAST, OFFLINE, PRIVATE, $12 ONE-TIME]
Primary Competitor Inefficiency: [EXPENSIVE SUBSCRIPTIONS, SLOW WEB APPS]
Destination Landing Page: [URL]
</ad_parameters>

Generate:
1. **Google Search Ads (3 Variants)**:
   - 3 Headlines (max 30 characters each).
   - 2 Descriptions (max 90 characters each).
2. **Meta / LinkedIn Feed Ads (3 Angles)**:
   - Angle A (Pain Hook): Frustration of losing great prompts.
   - Angle B (Economic Anchor): Stop paying $20/month SaaS subscriptions.
   - Angle C (Speed Demonstration): The 50ms hotkey productivity hack.

Act as a Head of Technical SEO and Search Information Architect.

Build an exhaustive Keyword Clustering & Topical Authority Map for [TOPIC_DOMAIN].

<seo_parameters>
Seed Keyword: [e.g., AI Prompts, Prompt Engineering, Prompt Manager]
Target Audience: [DEVELOPERS, ENTERPRISE KNOWLEDGE WORKERS]
Business Goal: Drive high-intent traffic to our desktop software and blog guides.
</seo_parameters>

Output Requirements:
1. **Core Pillar Page**: Primary high-volume topic and title.
2. **5 Supporting Sub-Topic Clusters**:
   For each cluster, provide:
   - Primary Keyword & Search Intent (Informational, Transactional, Commercial).
   - Long-Tail Keyword Modifiers (e.g., 'for coding', 'for windows', 'templates').
   - Proposed Slug & H1 Title.
3. **Internal Linking Schema**: Explicit rules for how supporting cluster posts must link back to the primary pillar page and product download pages.

Act as a Social Proof & Testimonial Conversion Strategist.

Transform the raw customer feedback quote inside <customer_quote> into 3 high-converting marketing formats.

<customer_quote>
[PASTE RAW SLACK MESSAGE, G2 REVIEW, OR EMAIL PRAISE FROM A REAL CUSTOMER]
</customer_quote>

Generate:
1. **The 1-Sentence Punchy Quote**: Optimized for homepage hero grids and checkout banners (highlighting specific ROI or time saved).
2. **The 3-Sentence Social Card / LinkedIn Blurb**: Context &rarr; The Aha Moment &rarr; The Outcome.
3. **The Micro-Case Study Metric**: Formatted as: *'[Customer Name] reclaimed [X hours] by using [Feature]'*.

Act as a Growth Product Manager and Viral Mechanics Architect.

Design an organic, non-spammy Word-of-Mouth (WoM) Viral Loop for [PRODUCT_NAME].

<product_mechanics>
Current User Habit: [HOW USERS INTERACT WITH THE APP DAILY]
Natural Sharing Moments: [WHEN DOES A USER WANT TO SHOW THIS TO A COLLEAGUE]
Incentive Budget: [WHAT CAN WE OFFER: DISCOUNTS, EXTRA FEATURES, COMMUNITY STATUS]
</product_parameters>

Develop:
1. **The Organic Viral Trigger**: What natural interaction during normal use makes a colleague ask: *'Wait, how did you do that?'*
2. **The 1-Click Export / Share Loop**: How can a user bundle and share a collection of verified prompts with their team in 1 click?
3. **The Reciprocal Incentive**: What benefit do both the inviter and invitee receive that drives genuine sharing?

Act as a YouTube Retention Specialist and Lead Video Editor (style of MrBeast / Ali Abdaal).

Write a high-retention 30-second opening script for a YouTube video titled "[VIDEO_TITLE]".

<video_premise>
Core Promise / Transformation: [WHAT THE VIEWER WILL LEARN OR ACHIEVE]
The Antagonist / Villain: [THE FRUSTRATING PROBLEM OR TRAP]
The Proof / Teaser: [WHAT PHYSICAL PROOF OR DEMO WILL BE SHOWN]
</video_premise>

Strict Rules:
- Sentence 1 must immediately affirm the title's promise within 3 seconds.
- Zero intros ('Hey guys, welcome back to the channel').
- Visual B-Roll / Action cues in brackets `[SHOW SCREENSHOT]`, `[ZOOM IN]`.
- End at second 28 with a high-stakes open loop before the first content chapter.

Act as a Viral LinkedIn Creator and Visual Infographic Designer.

Create an 8-slide educational LinkedIn PDF Carousel script based on [TOPIC_OR_FRAMEWORK].

<carousel_content>
Core Skill to Teach: [e.g., The C.R.E.A.T.E. Prompt Framework]
Target Audience: [ENGINEERS, PRODUCT MANAGERS, ENTREPRENEURS]
</carousel_content>

For each of the 8 slides:
- **Header Text (Bold, Punchy)**
- **Visual Description**: What graphic, code box, or comparison is displayed.
- **Main Body Text**: Maximum 30 words per slide for effortless mobile reading.
- **Slide 8**: Clean summary, save reminder, and follow CTA.

Act as a World-Class Long-Form Podcast Interviewer (style of Lex Fridman, Tim Ferriss, and Dwarkesh Patel).

Generate 6 unconventional, intellectually deep interview questions for my upcoming conversation with [GUEST_NAME], who is [GUEST_BIO_AND_EXPERTISE].

<interview_themes>
Their Core Body of Work: [BOOKS, COMPANIES BUILT, SCIENTIFIC RESEARCH]
Controversial Stance They Champion: [THEIR UNUSUAL VIEW]
Canned Stories to Avoid: [WHAT THEY HAVE ALREADY REPEATED ON 10 OTHER PODCASTS]
</interview_parameters>

Rules:
- Questions must be grounded in specific details of their work, quotes, or code.
- Avoid superficial questions like 'What advice would you give your 20-year-old self?'.
- Formulate questions that force the guest to pause, reflect, and say: *'Nobody has ever asked me that before.'*

Act as a Content Repurposing Director and Social Distribution Lead.

Atomize the core arguments and insights from the long-form article inside <article_source> into a 10-post distribution calendar.

<article_source>
[PASTE YOUR COMPREHENSIVE BLOG POST OR ESSAY TEXT HERE]
</article_source>

Generate 10 distinct social assets:
- **Posts 1–3 (X/Twitter Punchy Threads)**: Contrarian hooks, before/after transformations, and key metric teardowns.
- **Posts 4–6 (LinkedIn Thought Leadership Posts)**: Professional narratives, operational frameworks, and actionable career lessons.
- **Posts 7–8 (Short-Form Video Scripts)**: 45-second scripts for TikTok/YouTube Shorts.
- **Posts 9–10 (Newsletter Teasers / Community Q&A)**: High-curiosity email snippets with direct links to the full article.

Act as a Viral X/Twitter Ghostwriter and Thread Architect.

Craft a high-converting 8-tweet thread distilling [CORE_TOPIC].

<thread_parameters>
Target Audience: [TECH ENTHUSIASTS, FOUNDERS, PRODUCTIVITY SEEKERS]
The Big Transformation: [WHAT VALUE THE READER GETS IN 2 MINUTES]
Core Proof / Experience: [WHY YOU HAVE AUTHORITY ON THIS]
</thread_parameters>

Structure:
- **Tweet 1 (The Hook)**: Extreme curiosity + clear promise + zero fluff.
- **Tweet 2 (The Paradigm Shift)**: Why the traditional way is broken.
- **Tweets 3–6 (Actionable Value)**: 4 high-yield bite-sized tactics with copy-paste snippets.
- **Tweet 7 (The Meta-Takeaway)**: The psychological principle behind the tactics.
- **Tweet 8 (The Call to Action)**: Bookmark reminder + link to Promptnote desktop manager.

Act as an Evidence-Based Sports Nutritionist and Culinary Efficiency Expert.

Create an optimized 7-Day Meal & Grocery Plan for [HOUSEHOLD_PROFILE].

<dietary_parameters>
Daily Caloric & Macro Targets: [e.g., 2,200 calories, 160g protein, balanced carbs/fat]
Dietary Preferences & Allergies: [e.g., High-protein, Mediterranean, lactose-intolerant]
Weekly Grocery Budget: [BUDGET LIMIT: e.g., $100 for 1 person]
Cooking Time Constraints: Max 20 minutes active prep on weeknights; 90-minute batch prep on Sunday.
</dietary_parameters>

Deliverables:
1. **Sunday Batch-Cooking Protocol**: Exactly what proteins and carbs to cook in bulk on Sunday.
2. **7-Day Meal Schedule**: Breakfast, Lunch, Dinner, Snack with macro breakdowns.
3. **Categorized Grocery Shopping Checklist**: Organized strictly by supermarket aisle (Produce, Meat/Seafood, Pantry/Grains, Dairy/Alternatives) with zero food-waste overlap.

Act as an Elite Strength & Conditioning Specialist (CSCS) and Exercise Physiologist.

Design a comprehensive 4-Day Progressive Overload Strength Training Program for [TRAINEE_PROFILE].

<fitness_profile>
Primary Goal: [HYPERTROPHY / STRENGTH / FAT LOSS]
Experience Level: [BEGINNER / INTERMEDIATE / ADVANCED]
Available Equipment: [FULL GYM / HOME DUMBBELLS & PULL-UP BAR]
Weekly Schedule: [e.g., 4 days / 50 minutes per session]
Injury History / Joint Sensitivities: [ANY LOWER BACK OR SHOULDER LIMITATIONS]
</fitness_profile>

Output Requirements:
1. **Weekly Split Structure**: (e.g., Upper / Lower / Rest / Upper / Lower).
2. **Detailed Exercise Protocols**: For each day:
   | Exercise Movement | Working Sets | Target Rep Range | RIR (Reps in Reserve) | Rest Interval |
3. **The Progressive Overload Algorithm**: Explicit mathematical rules for when to add weight vs when to add reps each week.
4. **Warm-Up & Deload Protocol**: Concise dynamic warmup and scheduled week-5 deload guide.

Act as an Executive Life Strategist and Decision Theorist (style of Daniel Kahneman and Annie Duke).

Help me resolve a high-stakes life dilemma between [OPTION_A] and [OPTION_B].

<decision_dilemma>
The Core Choice: [EXPLAIN THE TWO COMPETING PATHS]
Key Values & Desired Outcomes: [e.g., Financial Upside, Autonomy, Family Time, Stress Level, Long-Term Optionality]
My Underlying Fear: [WHAT KEEPS ME AWAKE AT NIGHT ABOUT EACH CHOICE]
Irreversibility Factor: How easily can I reverse this decision if it fails?
</decision_dilemma>

Execute:
1. **Weighted Multi-Attribute Utility Matrix**:
   - Establish 5 critical evaluation criteria and assign percentage weights totaling 100%.
   - Score Option A and Option B from 1 to 10 on each criterion.
   - Calculate total weighted score.
2. **The 10/10/10 Perspective Shift**:
   - How will I feel about this choice in 10 minutes?
   - In 10 months?
   - In 10 years?
3. **The Regret Minimization Audit (Jeff Bezos)**: At age 80 looking back on life, which path will I regret NOT taking?
4. **The Pre-Commitment Action**: A small, low-risk experiment to test the chosen path within 72 hours.