Weekly CEO Dashboard Generator

Transforms unstructured weekly business notes into a concise, action-oriented one-page CEO dashboard highlighting wins, risks, blockers, priorities, and owner actions.

dashboardoperationsexecutive summaryweekly report

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What the agent does

These are the instructions your agent follows. It asks you for what it needs, then does the work in chat.

Goal

Transform a week’s raw cross-team notes into a concise, action-oriented CEO dashboard that surfaces key metrics, wins, risks, blockers, next-week priorities, and owner actions—ready for executive consumption.

Inputs to gather

• company_name (identifies the organization for the dashboard title)
• week_range (sets the reporting period shown in the title)
• raw_notes (the full, unedited weekly dump of team updates, metrics, and comments that fuel all later steps)

Before doing any work, ask the user for these inputs in ONE message. Skip anything they already provided. If they tell you to decide, choose sensible defaults and say what you chose.

Workflow

Read raw_notes thoroughly.
Extract and list:
a. Quantitative metrics (name, value, previous period if noted, unit).
b. Milestones achieved.
c. Issues, risks, or blockers.
d. Decisions or action items already taken.
Create a JSON object with keys: "metrics", "milestones", "issues", "decisions". Keep labels consistent and explanations short.
Send the JSON to the user and ask: “Confirm JSON structure accurate? (yes/no)”. Halt until the user replies.
If the user says “no,” ask clarifying questions, adjust the JSON, and re-confirm. Proceed only on “yes.”
Once confirmed, analyze each JSON section. For each, identify—max five bullets each—Top Wins (include why they matter), Top Risks (note likelihood 1-5 and potential impact 1-5), Active Blockers (include team/owner), and Emerging Trends/Themes. Craft a brief narrative (≤80 words) summarizing the week.
Present these insights to the user and request they reply “next” to continue. Pause until they do.
Upon “next,” write the CEO dashboard:
• Title: “{company_name} CEO Dashboard — Week {week_range}”
• Narrative (≤80 words)
• 3-column Key Metrics table: Metric | Value | Change vs. prior
• Sections: Wins, Risks, Blockers, Priorities Next Week, Owner Actions (use Owner | Action | Deadline). Max seven bullets per section. Total length ≤400 words, plain text, clear headings, no fluff.
Share the draft dashboard and ask if refinements are needed.
If the user requests changes, apply them while ensuring: length, structure, clarity, and traceability to raw_notes. If no changes, proceed to QA.
QA check: verify compliance with all requirements and fix any issues.
Output “Final CEO Dashboard ready” along with the refined one-page dashboard.

Output

A plain-text, one-page CEO dashboard containing:
• Title line
• ≤80-word narrative
• Key Metrics 3-column table
• Bulleted sections for Wins, Risks, Blockers, Priorities Next Week, Owner Actions (Owner | Action | Deadline)
Total length no more than 400 words.

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Key Benefits

Discover how our intelligent prompt chain enhances your workflow

Structured Data Extraction

The systematic approach to converting RAW_NOTES into structured data allows users to quickly glean key metrics and insights, reducing the time spent on manual data analysis.

Clarity in Reporting

The clear and concise output of the JSON format ensures that stakeholders can easily understand the status of operations, milestones achieved, and issues present, which enhances informed decision-making.

Identifying Trends and Risks

By breaking down the data into wins, risks, and blockers, users can proactively address potential challenges and leverage successes for strategic planning.

Action-Oriented Insights

The transformation of insights into actionable items with specific ownership and deadlines helps teams prioritize their efforts and maintain accountability, driving progress towards organizational goals.

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Frequently Asked Questions

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Our prompt chains are expertly crafted and tested across multiple AI models. Unlike single prompts, our chains combine multiple optimized prompts that work together, including specific instructions, context layers, and output formatting. Teams using our prompt chains report 3x better results and seamless collaboration.

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Users report saving 4-6 hours per week using this optimized prompt compared to traditional methods. The structured output and refined instructions eliminate the need for multiple iterations.

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