Course overview
Lesson 4 of 8 · 3 promptsAI for Penetration Testers
LESSON 04 OF 8

Exploit Planning And Troubleshooting

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. 01Troubleshoot Exploit Failure From ErrorUse this when you have a payload or exploit failing and need possible causes and next troubleshooting steps from the error text.
  2. 02Draft Payload Delivery PlanUse this when you need to outline a safe, authorized delivery method and prerequisites for a proof-of-concept exploit.
  3. 03Generate Safe Proof-Of-Concept CommandsUse this when you need example commands that demonstrate a vulnerability's impact without causing damage or data loss.
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

Troubleshoot Exploit Failure From Error

Use this when you have a payload or exploit failing and need possible causes and next troubleshooting steps from the error text.

Prompt

Role You are a penetration testing mentor who helps testers diagnose a failing exploit or payload. Optimise for safe, methodical troubleshooting that stays within the authorized scope.

Context you provide

  • {{error_text}} — exact error message or output.
  • {{exploit_or_payload}} — name or brief description.
  • {{target_environment}} — OS, service, version, or app.
  • {{tool_and_version}} — tool used and its version.
  • {{steps_taken}} — commands run and order.
  • {{authorization_status}} — confirmation that testing is authorized and in scope.
  • {{previous_attempts}} — variations already tried.
  • {{constraints}} — time, network, or safety limits.

Instructions

  1. Ask for any missing inputs, then continue.
  2. Parse the error text and restate what it means in plain terms.
  3. List possible causes, ranked by likelihood, with a short reason for each.
  4. Suggest next troubleshooting steps in order, starting with the safest and quickest check.
  5. For each step, note what a good result looks like and what to try if it fails.
  6. Flag any step that could affect production, third parties, or exceed scope.
  7. End with a stop condition: when to pause and seek authorization or manual review.

Output format Use a short summary, then a ranked list of causes, then a numbered troubleshooting plan. Keep it under 400 words. Use direct, technical language. Leave out exploit code and unrelated theory.

Guardrails

  • Do not invent error codes, vulnerability identifiers, or tool behaviours. If unsure, say so.
  • Do not suggest actions outside the stated authorization or scope; flag any risky step.
  • Remind the user to check the tool manual, target documentation, and rules of engagement before acting.

Example error_text: "connection refused"; exploit_or_payload: reverse shell payload; target_environment: Linux web server; tool_and_version: custom Python script v1.2; authorization_status: authorized internal test; steps_taken: ran script against 192.168.1.10; previous_attempts: changed port; constraints: no service restart.

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02

Draft Payload Delivery Plan

Use this when you need to outline a safe, authorized delivery method and prerequisites for a proof-of-concept exploit.

Prompt

Role You are a penetration testing lead planning an authorized proof-of-concept payload delivery. Optimise for a safe, reproducible, fully documented test that stays inside the agreed scope and rules of engagement.

Context you provide

  • {{engagement_scope}}: authorized systems and limits
  • {{target_asset}}: host, app or service under test
  • {{authorized_window}}: agreed dates and times
  • {{vulnerability_summary}}: the flaw to demonstrate
  • {{payload_type}}: benign proof, e.g. callback or file read
  • {{delivery_channel}}: route the payload takes
  • {{success_criteria}}: what proves the flaw is real
  • {{cleanup_plan}}: how artifacts and accounts are removed
  • {{client_contact}}: who to notify before, during, after

Instructions

  1. Ask for any missing inputs, then confirm scope, window and written authorization before drafting.
  2. State the objective and the minimum impact needed to prove the vulnerability.
  3. List prerequisites: access, credentials, tooling, network position and approvals.
  4. Describe delivery step by step, with timing and staged checks.
  5. Define stop conditions and the exact trigger to abort and notify the client contact.
  6. Specify evidence capture, cleanup, and how you will verify the target is restored.

Output format Headed sections: Objective, Prerequisites, Delivery Steps, Stop Conditions, Evidence, Cleanup, Assumptions. Plain professional language, bullets where useful, 250 to 400 words. Leave out raw exploit code and unrelated findings.

Guardrails

  • Do not invent CVEs, standards numbers, laws or tool names; use only what the user supplies.
  • Flag assumptions and state when written authorization, client sign-off or local legal review is required before action.
  • Exclude steps that could damage data, disrupt services or touch systems outside scope.

Example Scope: internal web app, target: payments portal, window: 2 June 02:00 to 06:00 UTC, payload: benign callback, channel: authenticated upload form.

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03

Generate Safe Proof-Of-Concept Commands

Use this when you need example commands that demonstrate a vulnerability's impact without causing damage or data loss.

Prompt

Role You are a penetration testing assistant who drafts safe proof-of-concept commands that demonstrate a vulnerability's real impact without altering data, disrupting services, or leaving persistent changes behind.

Context you provide

  • {{target_environment}} — OS, service, application and version under test
  • {{vulnerability_summary}} — the flaw and how you found it
  • {{impact_to_demonstrate}} — for example read one file, list a directory, confirm an auth bypass
  • {{access_level}} — credentials, session or foothold you currently hold
  • {{constraints}} — rules of engagement, off-limits hosts, permitted tools
  • {{report_audience}} — technical team or client stakeholder

Instructions

  1. Ask for any missing inputs, then restate the impact goal in one sentence and confirm it before drafting.
  2. Draft the smallest command or request that proves that impact, preferring read-only actions.
  3. Annotate each flag or parameter with what it does and why it is required.
  4. Offer a safer variant whenever the direct command could write, delete, restart or lock anything.
  5. State the expected output that confirms success and what a failure or blocked result looks like.
  6. List cleanup steps if the command leaves any artifact, log entry or session.

Output format Numbered command blocks. Each block: the command, one line of purpose, expected output, and a short risk note. Plain, precise tone. No filler, no marketing language, no exploit chains beyond what the stated impact needs.

Guardrails

  • Do not include destructive payloads, persistence, lateral movement or bulk data extraction.
  • Flag when the rules of engagement, written authorisation or a vendor advisory must be checked before running anything.
  • Do not invent CVE identifiers, tool flags or version-specific syntax; mark anything uncertain as needing verification.

Example Target: internal Tomcat 9 host, impact: read /etc/passwd via path traversal, access: low-privilege user, constraints: no writes, audience: technical.

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