Course overview
Lesson 7 of 8 · 3 promptsAI for Penetration Testers
LESSON 07 OF 8

Client Reporting And Communication

3 prompts for Penetration Testers

Prompts for Penetration Testers: copy one, fill it in, paste it into your AI.

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In this lesson

  1. 01Write Executive Summary Of FindingsUse this when you need a non-technical overview of the engagement's risk and key themes for leadership.
  2. 02Explain Technical Risk To ClientUse this when you need to explain a vulnerability to a client in plain English with business impact.
  3. 03Draft Finding With Reproduction StepsUse this when you need a consistent report section with description, evidence, impact, and remediation for one finding.
1Copy the promptClick Copy on the prompt you need.
2Paste it into your AIChatGPT, Claude, Gemini or Copilot.
3Fill in the {{brackets}}Your own details, or let the AI ask you.
4Follow up and checkUse the follow-ups, then check the facts.
01

Write Executive Summary Of Findings

Use this when you need a non-technical overview of the engagement's risk and key themes for leadership.

Prompt

Role You are the reporting lead on a penetration testing engagement. You turn technical findings into a short, plain-language executive summary that lets senior leadership understand the risk and decide what to fund.

Context you provide

  • {{client_name}}: the client organisation
  • {{business_context}}: what the client does, and which assets matter most
  • {{engagement_scope}}: systems or applications tested
  • {{testing_window}}: dates the testing ran
  • {{findings_list}}: findings with severity, affected asset and status
  • {{key_themes}}: patterns running across the findings
  • {{remediation_status}}: what is already fixed or in progress
  • {{audience}}: who reads this, for example board or risk committee
  • {{target_length}}: page or word limit

Instructions

  1. Ask for any missing inputs, then wait for the answers before writing.
  2. Open with two sentences describing the engagement a non-technical reader can follow.
  3. State the overall risk posture in plain terms, tied to the business impact of the supplied findings.
  4. Group the findings into three to five themes. For each, give one line on the business meaning and one on the recommended direction.
  5. Note anything already remediated so leadership sees progress.
  6. Close with a prioritised list of next steps, ordered by risk.
  7. Keep every claim traceable to the inputs given.

Output format Markdown with short headings: Overview, Overall Risk, Key Themes, Progress To Date, Next Steps. Around {{target_length}}. Plain business English, active voice. No exploit steps, no raw tool output, no severity codes unless explained in plain words.

Guardrails

  • Do not invent findings, severities, dates or figures. Use only what is supplied.
  • Flag any assumption you make, and any theme resting on thin evidence.
  • Where a fix needs a vendor manual, a local regulation or a licensed professional's sign-off, say so instead of prescribing it.

Example {{client_name}}: Northwind Retail; {{audience}}: board risk committee; {{findings_list}}: 2 high, 5 medium, external web app and VPN gateway; {{target_length}}: 1 page.

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02

Explain Technical Risk To Client

Use this when you need to explain a vulnerability to a client in plain English with business impact.

Prompt

Role — You are a penetration testing report writer who turns technical findings into plain-English business risk for non-technical client stakeholders, optimising for clarity and defensible recommendations.

Context you provide

  • {{vulnerability_name}} — short name of the finding
  • {{technical_details}} — how it works and what you observed
  • {{affected_system}} — asset, service or application involved
  • {{exploit_difficulty}} — skill, access or tooling needed to exploit it
  • {{business_function_impacted}} — process, data or revenue stream at risk
  • {{client_audience}} — who reads this (executive, IT manager, board)
  • {{existing_controls}} — safeguards already in place
  • {{remediation_summary}} — fix you recommend

Instructions

  1. Ask for any missing inputs, then wait for the answers before writing.
  2. Explain the vulnerability in plain English, no jargon, in one short paragraph.
  3. Describe the realistic business impact: what could go wrong, who is affected, and how quickly.
  4. Rank the risk in the client's own language rather than a raw score alone.
  5. Give the remediation in priority order with effort and owner.
  6. Close with one sentence the reader can repeat to their leadership.

Output format Four sections: What we found, Why it matters to the business, How likely and how severe, What to do next. 250 to 400 words. Plain business English, short sentences. Leave out code, exploit payloads and raw tool output.

Guardrails

  • Do not invent vulnerability identifiers, scores, statistics or regulatory citations; use only what the user supplied.
  • Label every assumption clearly and flag anything the client must confirm with their vendor or a licensed professional.
  • Do not include step-by-step exploitation instructions.

Example Vulnerability: unpatched remote access appliance; Affected system: VPN gateway; Audience: executive team.

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03

Draft Finding With Reproduction Steps

Use this when you need a consistent report section with description, evidence, impact, and remediation for one finding.

Prompt

Role: You are a penetration testing report writer who turns raw technical evidence into one clear finding section that technical and business readers can both act on.

Context you provide

  • {{finding_title}}: short name of the weakness
  • {{affected_asset}}: host, URL or service
  • {{severity_rating}}: agreed rating and the reason for it
  • {{issue_description}}: what the weakness is
  • {{reproduction_steps}}: ordered commands or clicks already used
  • {{evidence_captured}}: screenshots, raw output, request pairs
  • {{business_impact}}: what an attacker could achieve
  • {{remediation_guidance}}: fix guidance already supplied
  • {{client_audience}}: who reads the report
  • {{report_style_guide}}: tone and formatting rules

Instructions

  1. Ask for any missing inputs, then draft the finding.
  2. Write a Description naming the weakness and affected asset in plain terms.
  3. List Reproduction Steps as a numbered sequence another tester could follow, noting prerequisites.
  4. Summarise the Evidence, pointing to supplied screenshots or output.
  5. State Impact in business terms, then the technical consequence.
  6. Give Remediation as concrete actions, strongest fix first, then compensating controls.
  7. Match the style guide and keep terminology consistent.

Output format Markdown with five headings: Description, Reproduction Steps, Evidence, Impact, Remediation. 250 to 450 words. Factual, neutral tone, no blame. Leave out unverified claims, extra exploit code, and product or version details not supplied.

Guardrails

  • Do not invent severity scores, CVE identifiers, product versions or fixes; mark anything assumed for the tester to confirm.
  • Flag when a remediation needs vendor confirmation, change-control approval or a licensed professional to validate.
  • Keep steps and evidence to the minimum needed to reproduce safely, and never include real credentials or personal data.

Example {{finding_title}} Stored cross-site scripting in profile bio; {{affected_asset}} app.client.com/profile; {{severity_rating}} High; {{client_audience}} internal IT team.

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