Discovery & requirements clarification

The top-rated launch-quality Discovery & requirements clarification skill for AI agents is idea-genie (grade B), followed by aipo and interview-me. Skillspace rates 884 Discovery & requirements clarification skills; 133 are launch-quality.

Turn a vague idea or request into agreed requirements before any plan exists — clarifying questions, structured interviews and intake, brainstorming alternatives, and framing goals or success criteria.

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

  1. idea-genie B
  2. aipo B
  3. interview-me B
  4. corgispec-explore B
  5. anchor-intake B
  6. situation-framing B
  7. intent-contract B
  8. visual-brainstorming B
  9. spectra-discuss C
  10. ideate C
  11. seedance-interview-short C
  12. ce-brainstorm C
  13. adhd C
  14. get-context C
  15. brainstorming C
  16. recursive-spec C
  17. elicit C
  18. pdd C
  19. brainstorming-research-ideas C
  20. brainstorm C
  21. ck:brainstorm C
  22. brainstorm-chorus C
  23. scienceworld-substance-preparator C
  24. idea C
  25. refine-scope C

Frequently asked questions

What is the best Discovery & requirements clarification skill for AI agents?

The top-rated launch-quality Discovery & requirements clarification skill for AI agents is idea-genie (grade B), followed by aipo and interview-me. Skillspace rates 884 Discovery & requirements clarification skills; 133 are launch-quality.

How does Skillspace rate Discovery & requirements clarification skills?

Skillspace grades every Discovery & requirements clarification 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 Discovery & requirements clarification skills safe to install?

Of the 884 Discovery & requirements clarification skills Skillspace rates, 867 passed its safety scan with no flag from its model, and 17 are flagged: 2 for review, 5 as risky, 9 as unsafe and 1 as a test fixture. 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.