Create assumption-based markdown personas with flagged validation steps.
npx skills add https://github.com/yuyuxinli/moodcoco --skill proto-persona-yuyuxinli
Please help me install this Agent Skill. Skill: proto-persona Source: https://github.com/yuyuxinli/moodcoco/tree/main/.claude/skills/proto-persona Command: npx skills add https://github.com/yuyuxinli/moodcoco --skill proto-persona-yuyuxinli
Provides a fast, structured way to create an assumption-driven persona when validated user research is incomplete or unavailable, so teams can align on a target user and plan validation research rather than guessing who the product is for.
Create a proto-persona for a target user using the available interview notes and analytics, include bio, quotes, pains, goals, decision authority, and mark uncertain items with [ASSUMPTION—VALIDATE].
High-intent search queries and answers about installing and using this skill.
Create hypothesis-driven user personas by compiling available market signals and stakeholder knowledge into a structured assumption-based profile. This allows early-stage product teams to align on a target user and plan validation research rather than guessing.
A proto-persona is an initial, assumption-based user profile used for early-stage product decisions and team alignment. Use it when validated user data is incomplete or unavailable to help scope features and plan future research.
Tag assumptions in a proto-persona template by marking uncertain items with an explicit validation label like [ASSUMPTION—VALIDATE]. This flags specific persona traits, goals, or pains that require future research to confirm.
Yes, you can build an initial persona profile using stakeholder knowledge and market signals. This approach generates a structured markdown user profile complete with bio, goals, pains, and suggested next research actions.
Align stakeholders by creating a structured proto-persona that includes decision-making authority, influencers, and representative quotes. This provides a shared, documented hypothesis of the target user for the team to validate.
Yes, a proto-persona includes decision-making authority and influencers alongside user bio, pains, and goals. This structured approach clarifies the user's purchasing or usage context for product scoping.
sicktasticCreate assumption-based proto-personas from research, analytics, and stakeholder insights.
hpsgdDefine evidence-based user personas from multiple data sources.
EchoNoReturnSynthesize user research, market signals, and stakeholder knowledge into a proto-persona.
Itinerant18Generates user personas and design implications from raw user data and interviews using Python 3.
