How do I install the Build Multimodal Products skill?

Run npx skillmds@latest add hiteshbandhu/build-multimodal-products in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.

Is Build Multimodal Products safe to use?

This skill has not completed SkillMD's automated safety review yet. SkillMD never runs a skill's scripts for you; review the SKILL.md before installing.

Which AI agents work with Build Multimodal Products?

This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.

Is Build Multimodal Products free to use?

Yes. Installing skills from SkillMD is free, and the skill stays under its author's original license.

Who published Build Multimodal Products?

hiteshbandhu (@hiteshbandhu) published this skill. Their other Agent Skills are listed on their SkillMD profile.

Build Multimodal Products by hiteshbandhu

Name: Build Multimodal Products
Author: hiteshbandhu

Build Multimodal Products

Runs workflows for multimodal AI products — realtime voice latency, tiny VLMs, SSM streams, unbounded UX design, dataset hierarchy, AI education. Use when the user builds voice bots, edge vision, multimodal UX, or says "multimodal product", "voice latency", "Moondream".

hiteshbandhu Updated Sep 17, 2026

File contents

Build multimodal products

Action playbook from six AI Engineer / World's Fair talks. Do not summarize talks — pick a workflow and execute it.

Supporting files (read when needed):

workflows.md — workflows A–F (steps, deliverables, stop conditions)
source-index.md — src-NNN → talk learnings in ingest-into-skills

Optional: {SKILL_OUTPUT_DIR}/build-multimodal-products/

Step 0 — Pick workflow

Use the decision tree below. Open the matching section in workflows.md.

What is the user trying to do?
├─ Ship realtime voice agent                           → A
├─ Deploy edge/tiny vision (Moondream-class)           → B
├─ Long multimodal streams (SSM)                       → C
├─ Design unbounded multimodal UX                      → D
├─ Build training/eval datasets                          → E
└─ EdTech multimodal literacy                            → F

Stop summarizing once a workflow is identified — run its checklist.

Install

cp -r skills/build-multimodal-products ~/.claude/skills/
cp -r skills/build-multimodal-products ~/.cursor/skills/
cp -r skills/build-multimodal-products ~/.codex/skills/

From skills-i-use or ingest-into-skills (playlists/multimodality-aie-world-s-fair-2024/).

Cross-cutting rules

Rule	Source
Measure time-to-first-audio	[src-001 @ 9:28]
Show model limits in UX	[src-004 @ 14:11]
Dataset legal/diversity before scale	[src-005 @ 1:38]

Disputed steps: see source-index.md. Name workflow A–F; save artifacts to ./skill-outputs/build-multimodal-products/ when requested; do not auto-commit.

Invocation examples

@build-multimodal-products design voice agent under 500ms
multimodal UX without form fields

---name: build-multimodal-productsdescription: Runs workflows for multimodal AI products — realtime voice latency, tiny VLMs, SSM streams, unbounded UX design, dataset hierarchy, AI education. Use when the user builds voice bots, edge vision, multimodal UX, or says "multimodal product", "voice latency", "Moondream".---# Build multimodal productsAction playbook from six AI Engineer / World's Fair talks. **Do not summarize talks** — pick a workflow and execute it.**Supporting files** (read when needed):- [workflows.md](workflows.md) — workflows A–F (steps, deliverables, stop conditions)- [source-index.md](source-index.md) — src-NNN → talk learnings in ingest-into-skillsOptional: `{SKILL_OUTPUT_DIR}/build-multimodal-products/`---## Step 0 — Pick workflowUse the decision tree below. Open the matching section in [workflows.md](workflows.md).```What is the user trying to do?├─ Ship realtime voice agent → A├─ Deploy edge/tiny vision (Moondream-class) → B├─ Long multimodal streams (SSM) → C├─ Design unbounded multimodal UX → D├─ Build training/eval datasets → E└─ EdTech multimodal literacy → F```**Stop summarizing** once a workflow is identified — run its checklist.---## Install```bashcp -r skills/build-multimodal-products ~/.claude/skills/cp -r skills/build-multimodal-products ~/.cursor/skills/cp -r skills/build-multimodal-products ~/.codex/skills/```From [skills-i-use](https://github.com/hiteshbandhu/skills-i-use) or ingest-into-skills (`playlists/multimodality-aie-world-s-fair-2024/`).---## Cross-cutting rules| Rule | Source ||------|--------|| Measure time-to-first-audio | [src-001 @ 9:28] || Show model limits in UX | [src-004 @ 14:11] || Dataset legal/diversity before scale | [src-005 @ 1:38] |Disputed steps: see [source-index.md](source-index.md). Name workflow A–F; save artifacts to `./skill-outputs/build-multimodal-products/` when requested; do not auto-commit.---## Invocation examples```@build-multimodal-products design voice agent under 500msmultimodal UX without form fields```

Frequently asked questions