On-demand experts for every workflow

Interprets analytics dashboards, identifies trends, anomalies, and actionable signals from data visualizations

Primary user(s)

Gary, Cherry

Model

inherit

API design consistency, versioning strategy, backward compatibility, consumer impact

Primary user(s)

Gary

Model

inherit

Coupling, boundaries, extensibility, design pattern evaluation

Primary user(s)

Gary

Model

inherit

Unnecessary complexity, dead code, readability, over-engineering detection

Primary user(s)

Gary

Model

inherit

Schema validation, migration safety, data consistency, constraint enforcement

Primary user(s)

Gary

Model

inherit

Design fidelity, accessibility (WCAG), responsive behavior, component architecture

Primary user(s)

Gary

Model

inherit

Bottlenecks, N+1 queries, bundle size, caching, load patterns

Primary user(s)

Gary

Model

inherit

Vulnerability scan, auth flows, input validation, OWASP top 10

Primary user(s)

Gary

Model

inherit

Coverage gaps, edge cases, test quality, flaky test detection

Primary user(s)

Gary

Model

inherit

Industry standards, community conventions, implementation patterns

Primary user(s)

Gary

Model

inherit

Feature-by-feature competitor analysis, pricing comparison, positioning

Primary user(s)

Cherry, Jerry, Lacie

Model

inherit

User behavior patterns, churn signals, satisfaction drivers, persona development

Primary user(s)

Cherry, Jerry

Model

inherit

Current framework docs, API changes, migration guides, official best practices

Primary user(s)

Gary

Model

inherit

Market sizing, competitive landscapes, growth opportunities

Primary user(s)

Lacie, Jerry, Cherry

Model

inherit

Synthesizes qualitative user feedback from support tickets, Discord, interviews into actionable product themes

Primary user(s)

Cherry, Jerry

Model

inherit

Synthesizes UX research -- user interviews, usability tests, beta feedback -- into mental models and prioritized recommendations

Primary user(s)

Cherry, Perry

Model

inherit

name: web3-nft-community-researcher description: "Researches Web3 and NFT community strategies, analyzes successful projects, and identifies applicable tactics. Use when the user needs NFT community research, Web3 trend analysis, or competitive project breakdowns." model: inherit color: green

Primary user(s)

Unknown

Model

inherit

Experiment design, statistical analysis, hypothesis testing, result interpretation

Primary user(s)

Cherry, Gary

Model

inherit

Partner identification, commission structures, co-marketing opportunities

Primary user(s)

Jerry, Cherry

Model

inherit

Churn signal detection, cohort analysis, retention strategy

Primary user(s)

Cherry

Model

inherit

Editorial calendars, content angles, SEO strategy, distribution planning

Primary user(s)

Cherry, Lacie

Model

inherit

Funnel analysis, A/B test design, CTA optimization, friction reduction

Primary user(s)

Cherry

Model

inherit

Email sequences, subject line optimization, deliverability, lifecycle campaigns

Primary user(s)

Cherry

Model

inherit

Conversion copywriting, B2B SaaS messaging, jobs-to-be-done framing, objection handling

Primary user(s)

Cherry, Lacie

Model

inherit

Pricing models, competitive positioning, willingness-to-pay research

Primary user(s)

Cherry, Lacie

Model

inherit

SEO writing, keyword optimization, content structure, search intent matching

Primary user(s)

Cherry, Lacie

Model

inherit

Privacy policy alignment, GDPR/CCPA, terms of service, data handling compliance

Primary user(s)

Jerry, Larry

Model

inherit

Cloud spend optimization, vendor contract evaluation, API cost management

Primary user(s)

Larry

Model

inherit

Pre/post-deploy checklists, rollback procedures, monitoring setup

Primary user(s)

Gary, Jerry

Model

inherit

Grant databases, eligibility criteria, application strategy, funding landscape analysis

Primary user(s)

Jerry, Lacie

Model

inherit

Root cause analysis, log analysis, system debugging under time pressure

Primary user(s)

Gary, Jerry

Model

inherit

SaaS onboarding flow audits, time-to-value reduction, activation rate improvement

Primary user(s)

Cherry, Perry

Model

inherit

Manual process detection, automation opportunity mapping, workflow optimization

Primary user(s)

Jerry

Model

inherit

Discord announcements, community events, channel content, engagement hooks

Primary user(s)

Cherry, Lacie

Model

inherit

Twitter/X threads, standalone tweets, replies, social content strategy

Primary user(s)

Cherry, Lacie

Model

inherit

Community growth strategies, acquisition loops, referral programs, retention mechanics

Primary user(s)

Cherry, Lacie

Model

inherit