An AI companion is being developed for style reflection

Yourcore’s founder describes AI-assisted app development and an intended style companion; benefits to users’ wellbeing or consumption remain unmeasured.

Benefit status
Intended
Evidence
Claimed by the parties
Source published
Sources
3 publications

Benefits

Benefit

Yourcore is being developed as an outfit journal with an AI companion. Founder Christina Karaba publicly described building its website and developing the app with AI assistance in December 2025. The public site offers a beta signup and names Cori. A later presentation account describes an outfit-of-the-day journal with an AI companion. These sources establish a developing product and its intended purpose. They do not establish improvements in users’ mental health, clothing purchases, cognition, or other downstream outcomes. [1] [2] [3]

Category

Product Personalization

Status

intended [1] [2] [3]

Beneficiary groups

People.

Expected?

Yes

Outcome identifiers

Not assessed

Beneficiaries

Not assessed

Reach

Not assessed

Distribution and access

Not assessed

Duration

Not assessed

Costs and harms

Not assessed

AI system

System

Yourcore/Cori; runtime model not established by the reviewed external sources [1] [2] [3]

Application developer

yourcore

Workflow

The proposed product combines outfit records and personal reflection with an AI companion.

Relation to AI

The founder reports using AI during product development. External accounts describe an AI companion, but do not independently document its runtime configuration or user effects.

AI contribution

The founder reports using AI during product development. External accounts describe an AI companion, but do not independently document its runtime configuration or user effects. [1] [2] [3]

Model

Not assessed

Release

Not assessed

Role

Not assessed

Configuration

Not assessed

Inputs and outputs

Not assessed

Autonomy

Not assessed

Human oversight

Not assessed

Measurement

Studies

Not assessed

Study design

Not assessed

Measurement

Not assessed

Setting and sample

Not assessed

Measures

Not assessed

Comparison

Not assessed

Results

Not assessed

Additional value from AI

Not assessed

Limitations

Not assessed

Denominators

Not assessed

Materials for replication

Not assessed

Money

Kind of value

Not assessed

Amount

Not assessed

Currency and prices

Not assessed

Period and unit

Not assessed

Realization

Not assessed

Recipients and payers

Not assessed

Gross or net

Not assessed

Included costs

Not assessed

Comparison

Not assessed

Method

Not assessed

Return and payback

Not assessed

People and places

Participants

Developer: yourcore. Operator: yourcore and prospective beta users.

Jurisdictions

Not assessed

Ownership and control

Not assessed

Dependencies

Not assessed

Cross-border connections

Not assessed

Geopolitical implications

Not assessed

Follow-up

Conditions for replication

The reviewed sources do not establish causal conditions or an effect size for reproducing the benefit.

Replication attempts

Not assessed

Later findings

Not assessed

Availability

Not assessed

Institutional decision

Not assessed

Grounds

Not assessed

Action and result

Not assessed

Success criterion

Not assessed

Evidence

Source numbers

Recorded value

Citations

Recorded value [1] [2] [3]

Source relationships

Recorded value [1] [2] [3]

Original evidence

The source review separates original evidence from repeated accounts and records material access limits. [1] [2] [3]

Access and versions

Recorded value [1] [2] [3]

Evidence strength

Recorded value

Language

Not assessed

Supported findings

Not assessed

Missing evidence

Not assessed

Grades

Assessed benefits

People.

Reasons

People: The reviewed sources do not establish the magnitude of the benefit.

Observed or intended

Intended benefits. The depths describe their intended extent.

Fill

The makers' claim

Depth

Not assessed

Rubric

Not assessed

Assessor and date

Not assessed

Alternative assessments

Not assessed

Entry details

Field

Personal style and self-reflection. Outfit journaling and personalization.

Purpose

The proposed companion is intended to help users reflect on their own style rather than follow generic recommendations. [1] [2] [3]

Dates

Recorded value

Stage

Development and beta recruitment. [1] [2] [3]

Version

3b509fab44152bbbf992413d98e6df957fffb3a59ff31d15ceeedda0c58915c6

Kind

Not assessed

References

Other identifiers

Recorded value

Revisions

1 revisions. Latest: 27 October 2026.

Category mappings

Not assessed

Brief

Not assessed

Sources

  1. Descriptive report Developer

    Karaba, Christina. Public LinkedIn post announcing yourcore development. December 22, 2025, according to page metadata.

    The founder describes developing yourcore and a functioning website with AI assistance and states the intended personal-style purpose. Main post paragraphs about building the app, website, survey, beta signup, and quote generator; JSON-LD datePublished 2025-12-22T02:08:16.535Z.

    Original maker account; founder productivity is distinct from intended user benefits.

  2. Other Developer Context or contrary evidence

    Yourcore. Public landing page. Accessed October 27, 2026.

    Corroborates the product name, Cori, and beta recruitment. Header and Beta section.

    Original maker page; procedural product evidence only.

  3. Descriptive report Authorship unassessed Context or contrary evidence

    Davis, Jaymes. Public account of a yourcore presentation. Accessed October 27, 2026. The title’s surname differs from the founder’s own account.

    Describes a demonstration of an outfit journal with an AI companion; no user-outcome data. Opening paragraphs describing the South Beach Yacht Club presentation.

    Firsthand presentation report with unassessed relationship to the maker; retained for AI-companion identification, not benefit verification.