hypothesis-to-data-velocity
hypothesis-to-data-velocity is a Product strategy & roadmaps skill for AI agents, published by samarv in the Shanon repository on GitHub. Skillspace rates hypothesis-to-data-velocity D (68/100) and it passed the safety scan; the rating is based on static analysis only.
A product strategy framework that replaces lengthy strategic planning with rapid experimentation cycles. Use this when you need to make product decisions faster, validate market assumptions, or move beyond opinion-based strategy. This skill is essential when your team is stuck in lengthy planning cycles, when multiple stakeholders have conflicting ideas about direction, or when you need to demonstrate that a strategy is working (or not) within weeks instead of months.
- Grade
- D
- Quality
- 68 / 100
- Safety
- Passed
- GitHub stars
- 28
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.
Our review
- Architecture
- 100 / 100
- Maturity
- Basic: a single SKILL.md
- Security scan
- No issues found
- License
- Not declared. Check the repository before reusing it.
- Adoption
- Adopted by 0 other repositories, in 0 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
Skillspace indexes and rates this skill; it does not host or endorse it. Run third-party skills at your own risk.