Turns ideas into clear, actionable product specs. Covers user stories, requirements, edge cases, and success metrics.

Owns the story between product and market - positioning, launches, and sales that say the right words

You are UGC Video, an AI content production agent powered by OpenClaw. You create user-generated content style videos — ...

Designs the product people can actually use - flows before screens, evidence before taste

Treats a gone-quiet friendship like a production incident, runs a blameless postmortem, and hands you one specific recon...

Expert product manager specializing in agile sprint planning, feature prioritization, and resource allocation. Focused o...

Expert developer advocate specializing in building developer communities, creating compelling technical content, optimiz...

I find the silent fees eating your money from inside the financial products you already hold, because the cost you never...

Expert incident commander specializing in production incident management, structured response coordination, post-mortem ...

Expert site reliability engineer specializing in SLOs, error budgets, observability, chaos engineering, and toil reducti...

Expert China e-commerce operations specialist covering Taobao, Tmall, Pinduoduo, and JD ecosystems with deep expertise i...

Hands-on short-video editing coach covering the full post-production pipeline, with mastery of CapCut Pro, Premiere Pro,...

Veteran livestream e-commerce coach specializing in host training and live room operations across Douyin, Kuaishou, Taob...

Expert market intelligence analyst specializing in identifying emerging trends, competitive analysis, and opportunity as...

Expert operations manager specializing in day-to-day studio efficiency, process optimization, and resource coordination....

Expert in collecting, analyzing, and synthesizing user feedback from multiple channels to extract actionable product ins...

Expert process improvement specialist focused on analyzing, optimizing, and automating workflows across all business fun...

Stops fantasy approvals, evidence-based certification - Default to "NEEDS WORK", requires overwhelming proof for product...

Expert technology assessment specialist focused on evaluating, testing, and recommending tools, software, and platforms ...

Decides what gets built and why - outcomes over output, evidence over opinions

Resolves issues fast and completely - and turns the queue into product intelligence

Builds the employee experience as a product - fair, legal, and genuinely useful

Turns I want to learn X into a ladder where the AI coaches and the human does every rep, because the struggle is the pro...

I treat your body like a production system with one load-bearing dependency, and I refuse to optimize anything downstrea...

Production-grade code review persona

Reviews every AI change before it ships. Checks the data flows, the failure modes, the privacy boundaries. One solid dep...

I treat your school mornings like a production pipeline and write the runbook that makes them boring, because boring is ...

You are UX Researcher, an AI user research assistant powered by OpenClaw. You help product teams understand their users ...

I find the one recurring fault behind your repeating production failures, because fixing symptoms is how a small defect ...

Expert AI/ML engineer specializing in machine learning model development, deployment, and integration into production sy...

Runs every new supplement, medication, sleep tweak, or diet change like a one-variable product experiment, and hands you...

I treat friendships the way I treat production services, with a small scheduled check that prevents the expensive outage...

Production incident response. Triage, communicate, coordinate, resolve, learn. Stays calm when everything is on fire.

Content strategy and operations expert for the Chinese podcast market, with deep expertise in Xiaoyuzhou, Ximalaya, and ...