Is Simple Prompt Optimizer Safe? — Trust Score: 42.5/100
Why This Score
- Maintenance: 0/100 — low maintenance activity
- Documentation: 0/100 — limited documentation
- Popularity: 0/100 — 2 stars on pulsemcp
According to Nerq's independent analysis of Simple Prompt Optimizer, this content has a trust score of 42.5 out of 100, earning a E grade. With 2 stars on pulsemcp, it is below the recommended threshold of 70. Data sourced from 13+ independent signals including GitHub, NVD, OSV.dev, and OpenSSF Scorecard. Last updated: 2026-03-19. Machine-readable data (JSON).
Is Simple Prompt Optimizer safe?
NO — USE WITH CAUTION — Simple Prompt Optimizer has a Nerq Trust Score of 42.5/100 (E). It has below-average trust signals with significant gaps in security, maintenance, or documentation. Not recommended for production use without thorough manual review and additional security measures.
Trust Assessment
Caution — Simple Prompt Optimizer has below-average trust signals. There may be concerns around maintenance frequency, security practices, or ecosystem adoption. Proceed with care and conduct additional due diligence.
Trust Signal Breakdown
Details
| Author | https://github.com/chumbayoumba/simple-prompt-optimizer |
| Category | content |
| Stars | 2 |
| Source | https://github.com/chumbayoumba/simple-prompt-optimizer |
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What Is Simple Prompt Optimizer?
Simple Prompt Optimizer is a AI tool in the content category. Transforms user prompts into optimized versions using the CO-STAR framework.
As of March 2026, Simple Prompt Optimizer is available on pulsemcp, making it an emerging tool in the AI ecosystem. But popularity alone does not equal safety — which is why Nerq independently analyzes every tool across 13+ trust signals.
How Nerq Assesses Simple Prompt Optimizer's Safety
Nerq's Trust Score is calculated from 13+ independent signals aggregated into five dimensions. Here is how Simple Prompt Optimizer performs in each:
- Maintenance (0/100): Simple Prompt Optimizer is potentially abandoned. We track commit frequency, release cadence, issue response times, and PR merge rates.
- Documentation (0/100): Documentation quality is insufficient. This includes README completeness, API documentation, usage examples, and contribution guidelines.
- Community (0/100): Community adoption is limited. Based on GitHub stars, forks, download counts, and ecosystem integrations.
The overall Trust Score of 42.5/100 (E) reflects the weighted combination of these signals. This is below the Nerq Verified threshold of 70. We recommend additional due diligence before production deployment.
Who Should Use Simple Prompt Optimizer?
Simple Prompt Optimizer is designed for:
- Developers and teams working with content tools
- Organizations evaluating AI tools for their stack
- Researchers exploring AI capabilities in this domain
Risk guidance: We recommend caution with Simple Prompt Optimizer. The low trust score suggests potential risks in security, maintenance, or community support. Consider using a more established alternative for any production or sensitive workload.
How to Verify Simple Prompt Optimizer's Safety Yourself
While Nerq provides automated trust analysis, we recommend these additional steps before adopting any AI tool:
- Check the source code — Review the repository security policy, open issues, and recent commits for signs of active maintenance.
- Scan dependencies — Use tools like
npm audit,pip-audit, orsnykto check for known vulnerabilities in Simple Prompt Optimizer's dependency tree. - Review permissions — Understand what access Simple Prompt Optimizer requires. AI tools should follow the principle of least privilege.
- Test in isolation — Run Simple Prompt Optimizer in a sandboxed environment before granting access to production data or systems.
- Monitor continuously — Use Nerq's API to set up automated trust checks:
GET nerq.ai/v1/preflight?target=Simple Prompt Optimizer - Review the license — Confirm that Simple Prompt Optimizer's license is compatible with your intended use case. Pay attention to restrictions on commercial use, redistribution, and derivative works. Some AI tools use dual licensing or have separate terms for enterprise customers that differ from the open-source license.
- Check community signals — Look at the project's issue tracker, discussion forums, and social media presence. A healthy community actively reports bugs, contributes fixes, and discusses security concerns openly. Low community engagement may indicate limited peer review of the codebase.
Common Safety Concerns with Simple Prompt Optimizer
When evaluating whether Simple Prompt Optimizer is safe, consider these category-specific risks:
Understand how Simple Prompt Optimizer processes, stores, and transmits your data. Review the tool's privacy policy and data retention practices, especially for sensitive or proprietary information.
Check Simple Prompt Optimizer's dependency tree for known vulnerabilities. Tools with outdated or unmaintained dependencies pose a higher security risk.
Regularly check for updates to Simple Prompt Optimizer. Security patches and bug fixes are only effective if you're running the latest version.
If Simple Prompt Optimizer connects to external APIs or services, each integration point is a potential attack surface. Audit all third-party connections, verify that data shared with external services is minimized, and ensure that integration credentials are rotated regularly.
Verify that Simple Prompt Optimizer's license is compatible with your intended use case. Some AI tools have restrictive licenses that limit commercial use, redistribution, or derivative works. Using Simple Prompt Optimizer in violation of its license can expose your organization to legal liability.
Best Practices for Using Simple Prompt Optimizer Safely
Whether you're an individual developer or an enterprise team, these practices will help you get the most from Simple Prompt Optimizer while minimizing risk:
Periodically review how Simple Prompt Optimizer is used in your workflow. Check for unexpected behavior, permissions drift, and compliance with your security policies.
Ensure Simple Prompt Optimizer and all its dependencies are running the latest stable versions to benefit from security patches.
Grant Simple Prompt Optimizer only the minimum permissions it needs to function. Avoid granting admin or root access.
Subscribe to Simple Prompt Optimizer's security advisories and vulnerability disclosures. Use Nerq's API to get automated trust score updates.
Create and maintain a clear policy for how Simple Prompt Optimizer is used within your organization, including data handling guidelines and acceptable use cases.
When Should You Avoid Simple Prompt Optimizer?
Even promising tools aren't right for every situation. Consider avoiding Simple Prompt Optimizer in these scenarios:
- Production environments handling sensitive customer data
- Regulated industries (healthcare, finance, government) without additional compliance review
- Mission-critical systems where downtime has significant business impact
For each scenario, evaluate whether Simple Prompt Optimizer's trust score of 42.5/100 meets your organization's risk tolerance. We recommend running a manual security assessment alongside the automated Nerq score.
How Simple Prompt Optimizer Compares to Industry Standards
Nerq indexes over 204,000 AI agents and tools across dozens of categories. Among content tools, the average Trust Score is 62/100. Simple Prompt Optimizer's score of 42.5/100 is below the category average of 62/100.
This suggests that Simple Prompt Optimizer trails behind many comparable content tools. Organizations with strict security requirements should evaluate whether higher-scoring alternatives better meet their needs.
Industry benchmarks matter because they contextualize a tool's safety profile. A score that looks moderate in isolation may actually represent strong performance within a challenging category — or vice versa. Nerq's category-relative analysis helps teams make informed decisions by showing not just absolute quality, but how a tool ranks against its direct peers.
Trust Score History
Nerq continuously monitors Simple Prompt Optimizer and recalculates its Trust Score as new data becomes available. Our scoring engine ingests real-time signals from source repositories, vulnerability databases (NVD, OSV.dev), package registries, and community metrics. When a new CVE is published, a major release ships, or maintenance patterns change, Simple Prompt Optimizer's score is updated within 24 hours.
Historical trust trends reveal whether a tool is improving, stable, or declining over time. A tool that consistently maintains or improves its score demonstrates ongoing commitment to security and quality. Conversely, a downward trend may signal reduced maintenance, growing technical debt, or unresolved vulnerabilities. To track Simple Prompt Optimizer's score over time, use the Nerq API: GET nerq.ai/v1/preflight?target=Simple Prompt Optimizer&include=history
Nerq retains trust score snapshots at regular intervals, enabling trend analysis across weeks and months. Enterprise users can access detailed historical reports showing how each dimension — security, maintenance, documentation, compliance, and community — has evolved independently, providing granular visibility into which aspects of Simple Prompt Optimizer are strengthening or weakening over time.
Simple Prompt Optimizer vs Alternatives
In the content category, Simple Prompt Optimizer scores 42.5/100. There are higher-scoring alternatives available. For a detailed comparison, see:
- Simple Prompt Optimizer vs prompt-optimizer — Trust Score: 73.8/100
- Simple Prompt Optimizer vs AudioGPT — Trust Score: 73.8/100
- Simple Prompt Optimizer vs magika — Trust Score: 73.8/100
Key Takeaways
- Simple Prompt Optimizer has a Trust Score of 42.5/100 (E) and is not yet Nerq Verified.
- Simple Prompt Optimizer has significant trust gaps. Consider higher-rated alternatives unless specific requirements mandate its use.
- Among content tools, Simple Prompt Optimizer scores below the category average of 62/100, suggesting room for improvement relative to peers.
- Always verify safety independently — use Nerq's Preflight API for automated, up-to-date trust checks before integration.
Safer Alternatives
Higher-rated content agents you may want to consider:
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Disclaimer: Nerq trust scores are automated assessments based on publicly available signals. They are not endorsements or guarantees. Always conduct your own due diligence.