香意國際

Design what an AI agent may remember, with write and retrieval rules, isolation, trust treatment, expiration, deletion, audit, and incident boundaries.

Map agent cost drivers and design measurable task budgets, stop conditions, routing hypotheses, and quality-latency-cost experiments.

Design a vendor-neutral telemetry contract for one AI agent workflow: traces, events, metrics, evaluations, redaction, dashboards, and alert hypotheses.

Design explicit autonomous, approval-required, human-only, and prohibited boundaries for an agent that calls tools or performs multi-step work.

Turn a supplied agent incident or behavior change into a synthetic regression pack, observable assertions, release gate, and human-reviewed monitoring plan.

Review a supplied Agent Skill before installation and produce a documented adopt, sandbox, revise, or decline decision with provenance, permissions, update, and approval controls.

Turn de-identified Seller Center exports into a structured weekly operating review, capacity-aware actions, and a cautious test plan for Taiwan Shopee teams.

Turn seller-approved Shopee facts into Traditional Chinese quick replies, FAQ cards, escalation rules, and a human-reviewed chat maintenance rhythm.

Audit seller-provided Shopee Taiwan listing facts, variants, and Seller Center prompts into safer Traditional Chinese drafts and a human-reviewed publish QA.

Plan a Taiwan-ready short-video-to-LINE journey with Traditional Chinese briefs, compliant CTAs, voluntary handoff, and measurement.

Triage authorised social-commerce inquiries into privacy-aware intent queues and Traditional Chinese reply drafts for Taiwan teams.

Build a Taiwan-ready LINE Official Account journey with Traditional Chinese copy, privacy-conscious tags, human handoff, and measurement.