audience-belief-mapper
audience-belief-mapper is a Positioning & messaging skill for AI agents, published by aaron-he-zhu in the aaron-marketing-skills repository on GitHub. Skillspace rates audience-belief-mapper B (84/100) and it passed the safety scan; a judge model has also reviewed it.
Use when the user asks to "map what our buyers believe", "capture the objections we keep hearing", or "find the switching forces that move the beachhead"; produces a belief map of the beachhead — held beliefs and mental models, the recurring objections and their reframes, and the JTBD four forces (push of the problem, pull of the new, anxiety of switching, habit of the present) — each item sourced from interviews or win-loss notes (User-provided) and labeled Measured / User-provided / Estimated, with any unverified quote or comparative claim marked "[needs source]" and routed to the claims candidates, never adjudicated here. Not for demographic or persona profiling — use audience-mapper; not for the positioning canvas — use positioning-truth-tracer. 受众信念/异议地图/切换四力/流失语言
- Grade
- B
- Quality
- 84 / 100
- Safety
- Passed
- GitHub stars
- 2,393
Placed #4 of 6 in the judged category final for Positioning & messaging.
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
- 94 / 100
- Maturity
- Packaged: licensed, with a version or references
- Security scan
- No issues found
- License
- Apache-2.0
- Adoption
- Adopted by 0 other repositories, in 1 collections
- Scope
- Portable: works in any project. Generic JTBD/belief-mapping marketing research framework, reusable anywhere.
Judge review
Placed #4 of 6 in the judged category final for Positioning & messaging.
- Trigger
82 82 - Instructions
75 75 - Specificity
82 82 - Safety
90 90 - Disclosure
78 78 - Maintenance
85 85
Applies the established JTBD four-forces framework with disciplined non-goals and provenance labeling, though it reads more as a contract schema than a worked example.
Not checked yet
- No blind task eval yet
- Sibling files (scripts, references) not fetched; security scan covers SKILL.md only
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