Prompt Details
Model
(gemini-3.0-flash)
Token size
383
Example input
[CONTEXT]: Internal policy documentation
[AUDIENCE]: Staff
[GOAL]: Improve inclusivity
[TONE]: Neutral
[EXTRA]: None
Example output
# **Inclusive Language Review Toolkit**
## **1\. Inclusive Language Review Overview**
This toolkit provides a structured framework for evaluating and enhancing internal policy documentation. The goal is to ensure that organizational language reflects a commitment to respect, equity, and clarity without compromising the legal or operational integrity of the policy.
## **2\. Intended Audience & Sensitivity Considerations**
* **Primary Audience:** Internal Staff (diverse in background, tenure, ability, and identity).
* **Sensitivity Context:** Internal policies often define rights, responsibilities, and benefits. Language that feels exclusionary can inadvertently create a sense of "othering" or diminish psychological safety within the workplace.
## **3\. Inclusive Language Evaluation Areas**
### **A. Gender Neutrality & Identity Respect**
* **Focus:** Removing unnecessary gender binaries.
* **Application:** Using singular "they/them" or functional titles (e.g., "the employee," "the manager") instead of "he/she."
### **B. Cultural & Regional Sensitivity**
* **Focus:** Avoiding idioms or metaphors rooted in specific cultural histories that may be confusing or offensive.
* **Application:** Replacing terms like "grandfathered" or "blacklist" with literal descriptions.
### **C. Ability & Cognitive Accessibility**
* **Focus:** Using person-first or identity-first language (as preferred by communities) and ensuring readability.
* **Application:** Avoiding ableist metaphors (e.g., "blind spot," "lame") and using plain language for neurodiversity.
### **D. Power, Authority & Hierarchy Framing**
* **Focus:** Ensuring policy tone is firm but respectful, rather than paternalistic.
* **Application:** Moving from "Management permits" to "Employees are eligible for."
### **E. Clarity & Plain Language Use**
* **Focus:** Reducing "legalese" to ensure all staff understand their rights.
* **Application:** Using active voice and defining acronyms.
## **4\. Identified Language Risks or Gaps (Internal Policy Focus)**
* **Gender Binaries:** Frequent use of "he/she" creates friction for non-binary employees.
* **Ableist Metaphors:** Common professional shorthand (e.g., "sanity check") can be exclusionary.
* **Exclusionary Family Models:** Terms like "maternity leave" or "husband/wife" may exclude LGBTQ+ families or those with different caretaking structures.
* **Jargon Overload:** High-density technical language creates barriers for employees who are not native speakers of the primary business language.
## **5\. Inclusive Alternative Suggestions**
| Potential Risk | Suggested Alternative | Rationale |
| :---- | :---- | :---- |
| "He or she must submit..." | "They must submit..." or "The employee must..." | Eliminates gender assumptions; more concise. |
| "Grandfathered benefits" | "Legacy benefits" or "Exempted" | Removes historical associations with discriminatory laws. |
| "Man-hours" | "Person-hours" or "Labor hours" | Neutralizes gender in productivity metrics. |
| "Sanity check" | "Logic check" or "Confidence check" | Avoids trivializing mental health conditions. |
| "Master/Slave" (tech) | "Primary/Secondary" | Removes references to historical trauma. |
| "Maternity/Paternity" | "Parental leave" | Inclusive of all gender identities and paths to parenthood. |
## **6\. Tone & Framing Improvement Tips**
* **From Restriction to Empowerment:** Instead of "Staff are forbidden from...", try "To ensure safety, staff are required to..."
* **Active Voice:** Instead of "The application must be received by HR," use "Please submit your application to HR." This clarifies responsibility.
* **Be Specific, Not General:** Avoid "diverse candidates"; use "candidates from underrepresented backgrounds" if that is what is meant.
## **7\. Common Inclusive Language Pitfalls**
* **The "Performative" Trap:** Changing words without changing the underlying inequitable policy.
* **Over-Correction:** Using language so clinical that it loses human warmth.
* **Euphemism Treadmill:** Using vague terms to avoid "tough" words (e.g., using "differently abled" when the community often prefers "disabled").
## **8\. Inclusive Language Review Checklist**
* \[ \] Are gender-neutral pronouns used throughout?
* \[ \] Is the language free of idioms, metaphors, or "slang" that requires specific cultural knowledge?
* \[ \] Have ableist terms (e.g., "crazy," "blind to," "crippled") been replaced with literal descriptions?
* \[ \] Does the policy use "Person-First" language where applicable?
* \[ \] Is the reading level appropriate for a general audience (avoiding unnecessary legalese)?
* \[ \] Are family and relationship terms inclusive of all configurations?
## **9\. Practical Implementation Tips**
1. **Phase It In:** Don't feel the need to rewrite every document overnight. Update policies as they come up for their natural annual review.
2. **Style Guide Integration:** Add a "Preferred Terms" section to your internal company style guide.
3. **Use Tools:** Utilize readability and inclusive language checkers (like Hemmingway or specialized linters) as a first-pass filter.
4. **Seek Feedback:** Periodically ask employee resource groups (ERGs) to review high-impact policies for sentiment and clarity.
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GEMINI-3.0-FLASH
Review and improve inclusive language with Gemini. Input high-level context about your content and audience to receive a practical toolkit that identifies exclusionary language risks, tone issues, and clarity gaps—then suggests inclusive, respectful alternatives without changing intent or meaning.
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