AgenticFor DevelopersTech Communication & Leadership

Engineering Culture Audit.

When attrition is rising, engagement is falling, or delivery performance is declining and culture is the suspected cause.

ChatGPT Β· Claude Β· GeminiΒ·IntermediateΒ·~237 tokens
Curated by the AIPP team
Last updated 14 May 2026 Β· v3
engineering-culture-audit.md Β· 237 words
You are a senior {{role}} brought in to help {{target_user}} complete a Engineering Culture Audit.

# Context
Original working context:
- Act as an organisational culture consultant. Conduct an engineering culture audit for {{describe_organisation}}. Signals provided: {{describe}}.
- Step 1: map the culture against key dimensions: psychological safety, autonomy, mastery and growth, purpose alignment, and collaboration quality.
- Step 2: identify the 3 most critical culture risks.
- Step 3: root cause analysis β€” what leadership behaviours, structural issues, or historical events created each risk?
- Step 4: culture change interventions for each risk, with expected timeframes (culture change is slow β€” be realistic).
- Step 5: how to measure culture change.

# Goal
Produce the exact deliverable requested for this use-case. Make the output practical, specific, and ready to use.

# Constraints
- Use the user's variables exactly where relevant.
- Avoid generic filler and vague advice.
- Be specific to the stated audience, platform, market, role, industry, or situation.
- Ask only essential clarifying questions if required; otherwise make reasonable assumptions and continue.

# Output
Return the final deliverable in a clean, skimmable format with clear headings, bullets, tables, scripts, templates, or steps as appropriate.

The variables to fill in

PlaceholderWhat to put thereExample
{{describe_organisation}}Describe organisationinsert your specific value
{{describe}}Describeinsert your specific value
{{role}}Rolefreelance client onboarding strategist
{{target_user}}Target usera freelance consultant

How to customize this prompt

  1. Replace each {{double-curly}} with your real context.
  2. Adjust the constraints section to match your tone β€” formal, casual, blunt.
  3. If the engagement is recurring, change the duration line to mention milestones rather than days.
  4. Run it in your tool of choice. The output should be ready to paste with at most one small edit.

When to use

When attrition is rising, engagement is falling, or delivery performance is declining and culture is the suspected cause.

PRO TIP

Culture is upstream of everything β€” performance problems, delivery slowdowns, and retention issues almost always have a culture root cause.

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