jobs-to-be-done
jobs-to-be-done is a User interviews & surveys skill for AI agents, published by deanpeters in the Product-Manager-Skills repository on GitHub. Skillspace rates jobs-to-be-done D (66/100) and it passed the safety scan; a judge model has also reviewed it.
Uncover customer jobs, pains, and gains in a structured JTBD format. Use when clarifying unmet needs, repositioning a product, or improving discovery and messaging.
- Grade
- D
- Quality
- 66 / 100
- Safety
- Passed
- GitHub stars
- 6,940
Placed #2 of 6 in the judged category final for User interviews & surveys.
Our two independent classifiers differ on this skill's category, so treat the placement as provisional.
This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.
Our review
- Architecture
- 96 / 100
- Maturity
- Basic: a single SKILL.md
- Security scan
- No issues found
- License
- Not declared. Check the repository before reusing it.
Judge review
Placed #2 of 6 in the judged category final for User interviews & surveys.
- Trigger
82 82 - Instructions
92 92 - Specificity
88 88 - Safety
90 90 - Disclosure
80 80 - Maintenance
55 55
Thorough JTBD framework with verb-driven, solution-agnostic quality checks per job type and clean anti-pattern boundaries, reusing a template file and a sibling persona skill.
Not checked yet
- Category is a classifier prediction; no model has read this skill yet
- 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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