User interviews & surveys

The top-rated launch-quality User interviews & surveys skill for AI agents is ux-researcher-designer (grade B), followed by discovery-research-stinger and discover-interview-synthesis. Skillspace rates 153 User interviews & surveys skills; 43 are launch-quality.

Planning and running interviews, surveys, discovery calls and synthesising findings.

Launch-quality skills first, then by grade, then by our Skill Score, which adds judge reviews, test results, GitHub stars and adoption.

  1. ux-researcher-designer B
  2. discovery-research-stinger B
  3. discover-interview-synthesis B
  4. echo-recon B
  5. vibe-research C
  6. elicitation C
  7. user-research-synthesis C
  8. customer-interviews C
  9. posthog-survey-creator C
  10. atypica-user-interview C
  11. discovery-research-synthesis C
  12. rethink-surveys C
  13. measure-survey-analysis C
  14. find-customer-quotes C
  15. user-research C
  16. discovery-interviews-surveys C
  17. customer-research C
  18. synthesis-frameworks C
  19. user-research-techniques C
  20. alterlab-qualitative-methods C
  21. alterlab-survey-design C
  22. interview-frameworks C
  23. interview-analyst C
  24. elicitation-techniques C
  25. switch-interview C

Frequently asked questions

What is the best User interviews & surveys skill for AI agents?

The top-rated launch-quality User interviews & surveys skill for AI agents is ux-researcher-designer (grade B), followed by discovery-research-stinger and discover-interview-synthesis. Skillspace rates 153 User interviews & surveys skills; 43 are launch-quality.

How does Skillspace rate User interviews & surveys skills?

Skillspace grades every User interviews & surveys skill from A to F with a published scoring engine that reads the skill's SKILL.md: architecture and maturity make the score, and a security scan can cap it. In crowded categories, a judge model also compares the strongest contenders side by side, and some skills are tested head-to-head on real tasks against other skills in the same category (including a deliberately weak one) and a no-skill baseline. Launch-quality skills are graded A to C with a clean safety verdict, and not excluded by a quality filter: the filters catch skills our model's safety screen flags for prompt injection, guardrail bypass, harmful content or credential exposure; test fixtures and attack benchmarks; skills written only for the repository they live in; templates and stubs; and near-duplicate variants and copies of other skills. Ratings were last updated on 24 September 2026; the full method is on the methodology page.

Are User interviews & surveys skills safe to install?

Of the 153 User interviews & surveys skills Skillspace rates, 152 passed its safety scan and 1 is flagged as risky. Each skill's page shows its safety verdict. A pass is not a guarantee: the scan reads only the skill's SKILL.md, not the scripts or other files it ships, and looks for patterns such as piping a remote script into a shell, reading credentials or hiding actions from the user. Skills are third-party code that Skillspace indexes but does not host or endorse, so read a skill's source on GitHub before you install it.

Skillspace indexes and rates skills; it does not host or endorse them. Run third-party skills at your own risk.