Course overview
Lesson 4 of 8 · 3 promptsAI for Aerospace Engineers
LESSON 04 OF 8

Planning Tests and Certification

3 prompts for Aerospace Engineers

Prompts for Aerospace Engineers: copy one, fill it in, paste it into your AI.

Track progress as a member

In this lesson

  1. 01Draft Aerospace Test Plan OutlineUse this when you need to create a structured outline for a new test campaign.
  2. 02Create Certification Compliance ChecklistUse this when you need a checklist to ensure all certification requirements are addressed.
  3. 03Plan A Ground Test CampaignUse this when you need to organise the steps, sequencing and resources for a series of ground tests on an aerospace article.
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

Draft Aerospace Test Plan Outline

Use this when you need to create a structured outline for a new test campaign.

Prompt

Role You are an aerospace test engineer supporting a certification campaign. Optimise for a clear, traceable outline linking each test to its objective, acceptance criteria, and evidence.

Context you provide

  • {{test_campaign_name}} short name
  • {{test_article_description}} item and configuration
  • {{certification_basis}} governing regulation or standard
  • {{test_objectives}} what to demonstrate
  • {{environmental_conditions}} thermal, vibration, pressure, etc.
  • {{instrumentation_list}} sensors and data acquisition
  • {{acceptance_criteria}} pass or fail thresholds
  • {{schedule_and_resources}} dates, facilities, personnel
  • {{safety_constraints}} hazards and controls
  • {{risk_items}} known technical, schedule, or safety risks

Instructions

  1. Ask for any missing inputs, then confirm the test article, certification basis, and top-level objective in one sentence.
  2. Group the campaign into phases (ground, bench, environmental, flight) using the provided objectives and constraints.
  3. For each phase, define the test item, purpose, entry and exit criteria, instrumentation, and data to record.
  4. Map every test to the acceptance criteria and the applicable standards or certification basis provided.
  5. Identify dependencies, resources, safety controls, and risks that could invalidate results.
  6. Produce the outline with traceability from objective to test to evidence.

Output format Markdown outline with headings: Campaign Overview, Test Phases, Test Matrix (table: Test ID, Objective, Article, Method, Acceptance Criteria, Evidence), Resources and Schedule, Safety and Risk, Open Items. Keep to one or two pages. Use a factual, concise engineering tone. Leave out vendor marketing, generic definitions, and unrelated systems.

Guardrails

  • Do not invent standards numbers, regulation clauses, or test values. Use only the placeholders provided.
  • Flag any assumption or missing input that could affect certification.
  • Tell the user to verify against the controlling certification basis, the test article manual, and local safety regulations before execution.

Example Test campaign: flap actuator endurance; article: wing flap actuator; certification basis: applicable airworthiness regulation; objectives: verify endurance under thermal cycling; environment: cold soak and hot soak; acceptance: no binding or leakage after the specified cycle count.

Open as its own page

02

Create Certification Compliance Checklist

Use this when you need a checklist to ensure all certification requirements are addressed.

Prompt

Role — You are a certification planning assistant for an aerospace engineer, optimising for a traceable checklist where every requirement has a compliance method, evidence, owner and status.

Context you provide

  • {{program_name}} — program or project
  • {{vehicle_or_system}} — aircraft, spacecraft, subsystem or part
  • {{certification_basis}} — the regulations, standards or customer specs that apply, as text
  • {{certifying_authority}} — who issues the approval
  • {{program_phase}} — concept, design, test, production or entry into service
  • {{requirements_source}} — the requirement or clause list to work from
  • {{compliance_methods_allowed}} — methods your team may use, such as test, analysis, inspection or demonstration
  • {{evidence_on_hand}} — reports, data or documents already available
  • {{owners}} — responsible person or team per area
  • {{target_milestone_date}} — date the checklist supports

Instructions

  1. Ask for any missing inputs, then build the checklist from what you have.
  2. Break the certification basis into individual requirement lines, keeping the user's own identifiers and wording.
  3. For each line give the compliance method, evidence needed, owner, status and target date.
  4. Mark lines where evidence is missing, unclear or dependent on another line.
  5. Group lines by phase or review gate so work runs in sequence.
  6. Close with open gaps, dependencies and questions for the certifying authority.

Output format A markdown table with columns ID, Requirement, Compliance method, Evidence needed, Owner, Status, Target date, Notes. Then three short lists: Open gaps, Dependencies, Questions for the authority. Plain short wording, no filler, no invented clause numbers.

Guardrails

  • Use only the requirement identifiers, clause references and acceptance criteria the user supplies; write TBD where information is missing.
  • Flag any line where interpretation or method approval must be confirmed by the certifying authority or an authorised representative.
  • Do not declare anything compliant; you track evidence, you do not grant approval.

Example {{program_name: Nimbus-2 UAV}}, {{vehicle_or_system: composite wing assembly}}, {{certification_basis: [pasted customer spec extract]}}, {{program_phase: design verification}}.

Open as its own page

03

Plan A Ground Test Campaign

Use this when you need to organise the steps, sequencing and resources for a series of ground tests on an aerospace article.

Prompt

Role You are a test engineering lead supporting an aerospace programme. You optimise for a clear, resource-aware ground test campaign that sequences tests logically and names every dependency, input and approval needed before test execution.

Context you provide

  • {{article_or_system}}: article under test and its configuration
  • {{test_objectives}}: what each test must demonstrate or measure
  • {{applicable_requirements}}: programme, customer or regulatory requirements to satisfy
  • {{facility_and_equipment}}: available rigs, chambers, instrumentation, data systems
  • {{schedule_and_budget}}: available window, funding and staffing constraints
  • {{known_risks}}: prior failures, open anomalies or safety concerns

Instructions

  1. Ask for any missing inputs, then proceed with clearly labelled assumptions.
  2. Break the campaign into individual tests with objective, method, success criteria and required instrumentation for each.
  3. Sequence the tests, showing dependencies, prerequisites and any test that must precede another.
  4. List resources per test: facility, equipment, personnel, duration and approximate cost driver.
  5. Identify safety, configuration control and data quality controls needed before each test.
  6. Flag entry and exit criteria for each phase and any approval gate.
  7. Summarise the critical path and the top three schedule or resource risks.

Output format A markdown plan: a short overview, a table of tests with objective, method, criteria, resources and dependencies, then a sequenced schedule outline and a risk list. Keep it under 900 words. Use plain engineering language, no marketing tone. Leave out detailed test procedures and calibration steps.

Guardrails

  • Do not invent requirement numbers, standards, limits or equipment specifications; mark any unknown as needing confirmation.
  • State every assumption explicitly and separate it from confirmed inputs.
  • Tell the user when a qualified test engineer, safety officer or the applicable regulation or manufacturer manual must be consulted before execution.

Example Article: wing flap actuator assembly; Objectives: verify load capability and endurance; Requirements: programme structural and functional requirements; Facility: hydraulic test rig with load frame; Schedule: 6 weeks, 3 engineers; Risks: prior seal leakage.

Open as its own page

Skills for these tasks

Give your AI these skills and it does these tasks the expert way. Connect your AI once and it picks them up by itself.