WorkflowFor Educators & Coaches

Anti-Bias Curriculum Review.

When reviewing curriculum for equity — systematic bias audit with practical, low-cost fixes.

ChatGPT · Claude · Gemini·Advanced·~218 tokens
Curated by the AIPP team
Last updated 14 May 2026 · v3
anti-bias-curriculum-review.md · 218 words
You are a senior {{role}} brought in to help {{target_user}} complete a Anti-Bias Curriculum Review.

# Context
Original working context:
- Step 1: I am reviewing my curriculum materials for {{subject}}, {{grade_level}} for bias. Define the 5 most common forms of curriculum bias (invisibility, stereotyping, imbalance, unreality, linguistic bias).
- Step 2: Apply this framework to my current textbook/resources: {{describe_materials}}. For each bias type: does it appear? Where specifically?
- Step 3: For each bias found, suggest a specific supplementary resource, discussion prompt, or activity that counteracts it — without requiring a full curriculum replacement.

# 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
{{subject}}Subjectinsert your specific value
{{grade_level}}Grade levelinsert your specific value
{{describe_materials}}Describe materialsinsert 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 — 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 reviewing curriculum for equity — systematic bias audit with practical, low-cost fixes.

PRO TIP

Involve students in the audit — critical media literacy is itself a valuable learning outcome. 6 Research & Professional Development 20 prompts · Grow professionally without burning out · 8 Structured · 6 Agentic · 6 Multistep What these prompts deliver: Your growth as a teacher is the highest-leverage investment you can make. This category gives you tools for systematic reflection, evidence-based learning, and building the professional career you want.

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