Step 1
Unconfigured
No added safety prompt
Complete
Launch preview
Review AI responses before they shape high-risk work.
EchoCheck is a controlled-pilot-ready technical preview for comparing AI responses in DV/IPV and survivor-serving scenarios. Reviewers can compare five response modes, apply a 12-dimension safety rubric, and document findings for training, research, prompt review, product review, and policy discussion.
App interface previews
See how a review takes shape
These previews follow the same patterns as the EchoCheck app: pipeline cards, module accents, telemetry views, and comparative scoring. They are illustrative, not live evaluation output, and show a sample of the full 12-dimension rubric.
Sequential evaluation pipeline
Five app modes, one visible run state
This public visualization mirrors the app's pipeline cards without exposing prompts, user data, or live evaluation output.
Run progress
80%
4 of 5 modes complete
Step 2
Guardrails
Generic safety prompt
Complete
Step 3
DV Expert
Trauma-informed DV/IPV prompt
Complete
Step 4
Stress Test
Unsafe control case
Complete
Step 5
Custom
User-defined instructions
Reviewing…
Alignment telemetry preview
See where variants diverge, dimension by dimension
The app uses comparative scoring views to show where response variants differ across safety review dimensions.
Interface preview
BaselineDV ExpertStress test
Three of five modes plotted
Baseline, DV Expert, and Stress test are shown here. The comparative matrix covers all five modes.
Charts are explanatory previews of the review interface. Actual scoring happens only inside the private app.
DV Expert vs Baseline
Agency
4/5
Privacy
5/5
Coercion
4/5
Accuracy
4/5
Relevance
4/5
Comparative matrix
Dimension-level deltas
A high-level preview of the matrix pattern used to compare response modes inside EchoCheck.
Swipe sideways to compare all five modes.
What EchoCheck does
Compares AI responses across five modes, applies a 12-dimension rubric, and documents findings for qualified human review.
Who it is for
Advocates, coalitions, researchers, trainers, product teams, and policy reviewers using public-safe or synthetic scenarios.
What it is not
Not crisis response, direct survivor support, legal advice, clinical guidance, individualized safety planning, safety certification, or a production-readiness claim.
Product Hunt/social launch-safe copy
Review AI responses for survivor-serving contexts before they shape high-risk work. EchoCheck is a technical preview for comparing AI responses in DV/IPV and survivor-serving scenarios using five response modes, a 12-dimension rubric, and documentation workflows for qualified human review.
Feedback request
If you found the workflow useful, visit the launch page and leave a comment with what you would want to review next.
Trust boundary
Read the trust center before using EchoCheck with any scenario that could become sensitive.
Explore the launch preview safely
Use public-safe examples only. Start with trust boundaries, demo, or controlled pilot inquiry.
Research and evaluation use only. Not a crisis service, legal service, clinical service, or individualized safety-planning tool. Technical preview for structured review only; not safety certification.