need-explorer

need-explorer is a Discovery & requirements clarification skill for AI agents, published by MageByte-Zero in the spec-superflow repository on GitHub. Skillspace rates need-explorer D (60/100) and it passed the safety scan; the rating is based on static analysis only.

Clarify intent, scope, constraints, and success criteria before artifact creation. Invoke when the request is fuzzy, the user is comparing options, or the workflow needs a stable change definition before writing artifacts.

Grade
D
Quality
60 / 100
Safety
Passed
GitHub stars
510

Unproven: rated by static analysis only, not yet compared head-to-head.

This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.

View source on GitHubMageByte-Zero/spec-superflow

Our review

Architecture
86 / 100
Maturity
Basic: a single SKILL.md
Security scan
No issues found
License
MIT
Adoption
Adopted by 0 other repositories, in 1 collections

Not checked yet

  • Not judged on the rubric yet (not a contender in its category)
  • No blind task eval yet
  • Scope (portable / vendor / repo-internal) not assessed; only the top of each category is read for scope
  • Sibling files (scripts, references) not fetched; security scan covers SKILL.md only

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