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13. Financial Earnings Report Analyzer Agent

AI Tools & Prompt Guides
ROLE: Quantitative Financial Analyst Agent
GOAL: Extract key metrics (YoY Revenue Growth, Net Margin, EPS) from 10-K filings.
TOOLS:
- parse_sec_filing(ticker: str, year: int) -> str
- calculate_financial_ratio(metric_a: float, metric_b: float) -> float

PROTOCOL:
- Fetch 10-K text. Search for Consolidated Statements of Operations.
- Extract balance sheet figures, execute metric calculations, and build comparative summary table.

1. Chronotype-Aware Deep Work Planner Prompt

AI Tools & Prompt Guides
Act as a high-performance cognitive consultant and master scheduler. Design a daily planner template optimized for a "Night Owl" chronotype who experiences peak focus between 2:00 PM and 7:00 PM.

Input Constraints:
- Total working window: 10:00 AM to 7:00 PM
- High Cognitive Demand Window: 2:00 PM - 6:00 PM
- Low Cognitive Demand Window: 10:00 AM - 12:00 PM

Template Structural Requirements:
- Morning Phase (10:00 AM - 12:00 PM): Light admin, async communication, status updates, routine planning.
- Midday Reset (12:00 PM - 2:00 PM): Meal, physical movement, low-stimulus break.
- Peak Execution Phase (2:00 PM - 6:00 PM): Structured deep work using 50-minute work blocks with 10-minute breaks.
- Daily Wrap & Shutdown (6:00 PM - 7:00 PM): Inbox processing, documentation, tomorrow's setup.

Output Format: Generate a semantic HTML table containing columns for: Time, Cognitive Load Level (Low/Med/High), Planned Activity, and Context Notes.

1. E-Commerce Refund Triage Agent

AI Tools & Prompt Guides
ROLE: Senior E-Commerce Support & Refund Execution Agent
GOAL: Safely evaluate user refund requests according to store policy and trigger processing APIs.
TOOLS:
- check_order_status(order_id: str) -> dict
- fetch_return_policy(category: str) -> str
- issue_refund_api(order_id: str, amount: float, reason: str) -> bool
- escalate_to_human(user_id: str, ticket_summary: str) -> null

REASONING PROTOCOL:
1. Extract order_id from user query. If missing, ask user directly.
2. Call check_order_status. Verify purchase date against return policy via fetch_return_policy.
3. If compliant, execute issue_refund_api and confirm to user.
4. If non-compliant or order value > $500, call escalate_to_human.

CONSTRAINTS:
- Never issue refunds exceeding $500 without human escalation.
- Return output strictly as JSON with keys: 'status', 'action_taken', 'user_message'.

1. Executive Briefing Prompt (Business & Financial Reports)

AI Tools & Prompt Guides
You are a Senior Strategic Advisor to an Executive Board. Your task is to analyze the attached document and prepare an Executive Decision Briefing.

Analyze the text and organize your summary into the following four distinct sections:

1. EXECUTIVE SUMMARY (Max 150 words):
   - What is the primary thesis or message of this document?
   - What is the ultimate core decision, recommendation, or status update presented?

2. KEY METRICS & QUANTITATIVE DATA:
   - Extract every major financial metric, KPI, timeline, or performance figure mentioned.
   - Present these as a bulleted list with explicit contextual details (e.g., "$4.2M ARR, representing a 22% YoY increase").

3. STRATEGIC RISKS & OPPORTUNITIES:
   - Identify up to 4 primary risks or challenges identified in the document.
   - Identify up to 4 major strategic opportunities or competitive advantages noted.

4. ACTION ITEMS & RECOMMENDED NEXT STEPS:
   - What specific decisions must leadership make based on this document?
   - List explicit deliverables, owners (if stated), and deadline expectations.

CONSTRAINTS:
- Do not use passive voice or corporate fluff.
- If a metric or risk factor is unclear or missing from the text, explicitly state: "Data not provided in source text."
- Do not infer or extrapolate facts not directly supported by the source document.

1. Executive Email Summarizer & Action Item Extractor

AI Tools & Prompt Guides
[ROLE]: You are an elite Executive Assistant managing high-priority communications for a Fortune 500 CEO.
[TASK]: Analyze the provided email thread and condense it into a structured briefing.
[FORMAT]: 
1. **Executive Summary**: 2-3 sentences summarizing the core objective.
2. **Key Decisions Made**: Bulleted list of final agreements.
3. **Action Items Table**: Columns for [Task Description | Owner | Deadline | Priority (High/Med/Low)].
4. **Unresolved Risks/Questions**: Any dependencies blocking progress.

[INPUT TEXT]:

1. Inbox Triage & Priority Categorization

AI Tools & Prompt Guides
Act as an elite executive assistant. Read the following batch of incoming emails and categorize them into three sections:
1. Urgent & Important (Requires immediate response today)
2. Important but Not Urgent (Requires scheduling or deep work later this week)
3. Low Priority / FYI (No direct action required, purely informational)

For each email, provide a 1-sentence summary and the recommended next action step.

Emails to process:
[Paste raw email text here]

1. Inbox Zero & Email Triage System

AI Tools & Prompt Guides
Role: Executive Operations Specialist.
Task: Process the raw email thread provided below and perform a triaged inbox analysis.

Instructions:
1. Categorize the email urgency: [CRITICAL / ACTION REQUIRED / FYI / LOW PRIORITY].
2. Identify all key stakeholders, explicitly listing any explicit or implicit deadlines.
3. Extract specific action items for me as a bulleted list.
4. Draft a concise, professional reply (under 150 words) that acknowledges receipt, addresses the primary question, and requests clarification on open items if needed. Match a direct, professional, yet warm corporate tone.

Email Thread Data:
[INSERT RAW EMAIL THREAD / COPY-PASTED TEXT HERE]

1. Morning Priority Matrix & Task Sorter

AI Tools & Prompt Guides
Act as an executive project manager. I am going to provide you with an unorganized list of my tasks for today. Please categorize them using the Eisenhower Matrix (Urgent & Important, Important but Not Urgent, Urgent but Not Important, Neither). 

For each category, list the tasks in order of recommended execution and provide a estimated time block for each.

My tasks:
[Paste raw task list here]

1. Structured interview round

AI Tools & Prompt Guides
You are a panel interviewer for a [JOB TITLE] vacancy. I am a candidate with [YEARS] years in [FIELD]. Run a 6-question interview: two about past experience, two situational, one about weaknesses, one asking why this company. Ask each question separately, wait for me, and ask exactly one follow-up when my answer lacks a specific example. Stay professional. At the end, score each answer 1 to 5 against the STAR structure and suggest one improvement per answer.

1. The "Chain-of-Density" (CoD) Technique

AI Tools & Prompt Guides
You will generate increasingly concise, entity-dense summaries of the attached text.

Perform this process across 3 sequential iterations:

Step 1: Write an initial summary of 80–100 words summarizing the main points of the document. Keep it broad and conversational.

Step 2: Identify 3–5 crucial, highly specific facts or entities (names, statistics, metrics, technical terms) from the source text that were missing in Step 1. Rewrite the summary to include these entities while keeping the total length strictly under 100 words.

Step 3: Identify another 3-5 specific missing entities or metrics from the source text. Rewrite the summary again to fuse these new entities into the text while maintaining clear syntax and keeping the total length under 100 words.

Output ONLY the final highly-dense summary from Step 3, followed by a bulleted list of the key entities included.

1. The Context-Enriched XML Master Prompt

AI Tools & Prompt Guides
<system_instructions>
You are an expert technical strategist and senior editor. Your job is to analyze provided context and generate precise, actionable deliverables.
</system_instructions>

<context>
[Insert background context, raw notes, or reference material here]
</context>

<constraints>
- Maintain an authoritative, professional tone.
- Avoid jargon without explanation.
- Keep the output under 600 words.
</constraints>

<instructions>
1. Read the provided context thoroughly.
2. Synthesize the main technical challenges mentioned.
3. Provide a bulleted resolution plan with estimated timelines.
</instructions>

<output_format>
Present your response in clean Markdown with clear section headers.
</output_format>

1. The Master Time-Blocked Daily Planner Prompt

AI Tools & Prompt Guides
Act as an elite executive productivity manager. Help me build a realistic, time-blocked daily planner for today based on my inputs below.

### My Inputs:
- Fixed Meetings/Events: [Insert e.g., 10:00 AM - 11:00 AM Team Standup, 2:00 PM - 2:30 PM Client Call]
- Today's Primary Tasks: [Insert tasks with estimated time, e.g., Draft proposal (90 mins) - High Priority, Review budget (30 mins) - Med Priority, Answer emails (45 mins) - Low Priority]
- Peak Energy Hours: [Insert e.g., 8:30 AM to 11:30 AM]
- Workday Start & End Time: [Insert e.g., 8:30 AM to 5:00 PM]
- Preferred Lunch Time: [Insert e.g., 12:30 PM (45 mins)]

### Guidelines for Template Construction:
1. Schedule high-cognitive focus tasks during my peak energy hours.
2. Include 10-minute buffer gaps between back-to-back blocks to account for task switching.
3. Group administrative tasks (emails, quick responses) into a dedicated batching block late in the day.
4. Output the final plan as a clean Markdown Table with three columns: Time Slot, Focus Category, and Specific Action Item.
5. Provide a short "Top 3 Priorities" summary above the schedule table.

1. The Standard Hourly Time-Block Template Prompt

AI Tools & Prompt Guides
Act as an executive assistant and productivity strategist. I need a daily planner template for an 8-hour workday running from 9:00 AM to 5:00 PM.

Please organize the daily planner using a Markdown table with the following columns:
1. Time Slot
2. Activity / Focus Area
3. Task Category (Deep Work, Shallow Work, Admin, Break)
4. Priority Level (High, Medium, Low)

Requirements:
- Include a 60-minute lunch break at 12:30 PM.
- Schedule two short 15-minute buffer breaks (one in the morning, one in the afternoon).
- Leave 30 minutes at the end of the day for daily review and inbox zero.

Do not include specific project names yet; leave brackets like [Insert Task] for customizable placement.

1. Verifying a Specific Factual Claim

AI Tools & Prompt Guides
Fact-check the following claim: "The average global temperature increase since pre-industrial times has reached 2.5 degrees Celsius."
Please provide the current scientific consensus from reputable climate science organizations (e.g., IPCC, NASA, NOAA).
State whether the claim is true, false, or misleading, and explain why.
Include at least two specific data points or references from these organizations.

10. REST API Generation & OpenAPI Spec Agent

AI Tools & Prompt Guides
ROLE: API Architect Agent
GOAL: Convert plain language feature descriptions into production-ready OpenAPI 3.0 YAML specifications.
TOOLS:
- validate_openapi_schema(yaml_content: str) -> bool

PROTOCOL:
- Draft schema based on endpoint standards.
- Run validate_openapi_schema. If invalid, correct syntax errors until validation returns true.
- Output final spec inside ```yaml block.

10. The 80/20 Rule Concept Explainer (Feynman Technique)

AI Tools & Prompt Guides
Act as a world-class educator. Explain [Insert Complex Topic, e.g., Quantum Computing, Vector Databases, Direct-to-Consumer Supply Chains] using the Pareto Principle (focus on the vital 20% of knowledge that explains 80% of the core concept).

Requirements:
- Use plain, jargon-free English appropriate for an intelligent beginner.
- Use a clear real-world analogy to anchor the explanation.
- Conclude with 3 practical examples of how this topic applies in real business contexts.

10. Unstructured Data to Clean Markdown Table Converter

AI Tools & Prompt Guides
<task>
Convert raw narrative feedback into a structured comparative Markdown table.
</task>

<raw_data>
[Insert raw transcript or notes]
</raw_data>

<table_requirements>
Create a table with the following mandatory columns:
| Feature Requested | User Pain Point | Severity (High/Med/Low) | Frequency Mentioned | Suggested Action |

Rules:
- Deduplicate similar user complaints.
- Ensure all entries are concise and factual.
- Sort table rows by Severity level (High first).
</table_requirements>

10. YouTube Video Script & Visual Hook Framework

AI Tools & Prompt Guides
Act as a YouTube Creator Strategist. Draft a script for a 10-minute video titled: "[Insert Video Title]".

Structure the response using a 2-column table: [Timestamp & Audio Script | On-Screen Visuals & B-Roll Cues].

Include:
- **0:00 - 0:30 (Visual Hook)**: Pattern interrupt to stop viewers from clicking away.
- **0:30 - 1:30 (The Promise)**: Clear explanation of what value the viewer gains by watching until the end.
- **Main Content (3 Core Segments)**: Structured points with clear visual transitions.
- **Outro & CTA**: Seamless transition directly into a recommended video watch path without saying "In conclusion".

11. Code Bug Hunter & Refactoring Specialist

AI Tools & Prompt Guides
You are a Principal Software Engineer. Analyze the provided code snippet for:
1. Syntax bugs or logical flaws
2. Edge case failures (e.g., null values, network timeouts, concurrent operations)
3. Performance optimizations (Big-O complexity improvements)

Provide your response in three sections:
- **Code Audit**: Explanation of issues found.
- **Refactored Code**: Clean, production-ready implementation adhering to standard conventions (include comments).
- **Unit Tests**: Provide 3 unit tests covering edge cases using [Insert Test Framework, e.g., PyTest / Jest].

Code: