ai-ux-reviewlisted

Audit an AI product against structured human-AI design questions — classical UX (user need, mental models, trust calibration, feedback + control, graceful failure) plus the gen-AI integrity surface older frameworks miss: hallucination handling, output verifiability, provenance + citation, prompt-injection exposure, and agent autonomy. Produces an editable Markdown artifact plus a self-contained HTML report under `docs/ai-ux/`. Use when the user asks to "review my AI feature", "audit my AI product", "is my AI experience trustworthy", "responsible AI UX review", or ships an LLM feature and wants a pre-launch trust review. If `validation-canvas` output exists, assume the business model is settled and focus on UX execution. Does NOT trigger for: lean-canvas work (`validation-canvas`); adversarial pre-mortem with a verdict (`startup-grill`); SKILL.md audits (`skill-evaluator`); brand/logo work (`brand-workshop`); building eval pipelines or writing eval code (names gaps only).
sorawit-w/agent-skills · ★ 1 · AI & Automation · score 75

Install: claude install-skill sorawit-w/agent-skills

# AI UX Review Audit an AI product or feature against a structured set of human-AI design questions. Each of the seven blocks is a *gap detector*, not a template field — the value of this skill is whether the elicitation surfaces design decisions the builder hadn't made yet, not whether the artifact looks complete. The job is **design-completeness**: *have we designed the human side of this responsibly?* It covers both the classical human-AI UX surface (user need, mental models, trust, feedback, errors) and the gen-AI integrity surface that showed up after 2022 (hallucination handling, verifiability, provenance, prompt-injection exposure, agent autonomy). This is not a quality assessment of an AI product's output. It is a structured review of whether the *design around* that output is intentional. ## What this skill produces Always produced under the resolved review root (default `docs/ai-ux/`): 1. **`ai-ux-review.md`** — canonical, editable Markdown with one top-level section per block (seven blocks total), plus a `## Gap Summary` section listing the design decisions still unmade. Headings are load-bearing for future composability with a potential `ai-eval-rubric` companion skill. 2. **`ai-ux-review.html`** — single self-contained HTML file rendering the seven blocks visually, with gap-marker glyphs for blocks where the builder said "we haven't designed for this yet." Opens in any browser, prints cleanly to PDF, zero network dependencies. Both files