ai-native-interface
AI-native interaction-architecture layer — decides the SHAPE and session orchestration of an AI-native product, not how it looks.
Skill by SensLiao
Chalk Labs
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Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
npx agentmarket install skill/sensliao-ai-native-interface
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
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About
Use cases: design, agent-building
Reviews
Write a reviewNo reviews yet. Installed it? Reviews come from verified installers only. How reviews work
Permissions
What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.
- Tools
- No tools found
- Secrets
- None asked for
- Install scripts
- None found
Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/ai-native-interface
What's inside
- Skill name
ai-native-interface- Description
- AI-native interaction-architecture layer — decides the SHAPE and session orchestration of an AI-native product, not how it looks. Orthogonal to L3 visual styles: composes on top of the locked L3 and is never itself an L3 style. Covers skeleton-library governance, show-then-ask, continuous interface, URL-as-conversation-state, and starting the conversation. Triggers: "AI-native 界面 / 对话式产品 / generative UI / skeleton library / 骨架库 / URL 即对话状态 / agent console 交互范式 / 给客户做 AI 原生产品".
- License
- unknown
- Instructions
- 297 lines in SKILL.md · view on GitHub
Files (1)
- SKILL.md
The license isn't open source, so the instructions aren't shown here. Read SKILL.md on GitHub
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Signals
- Stars
- 0
- Forks
- 0
- Open issues
- 0
- Last commit (this folder)
- Aug 3, 2026 (2 months ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- License unknown
- Repository
- github.com/SensLiao/Claude-code-setting
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
More from SensLiao
- 0.520score
anchor-prototype-wave
SensLiao
Take a visual anchor (chassis tokens + page list) and produce a reviewable hi-fi prototype wave in ONE shot — a master gallery `index.html` plus one…
SkillBFreshness: BClaude Code +9 - 0.519score
arch-viz
SensLiao
Use the local arch-viz CLI to turn any repo into a committable architecture bundle under `docs/architecture/`.
SkillBFreshness: BClaude Code +9 - 0.519score
authorized-pentest-validation
SensLiao
Hard manual gate (disable-model-invocation: true).
SkillBFreshness: BClaude Code +9 - 0.515score
claude-env-bootstrap
SensLiao
Manually invoked project environment bootstrap (disable-model-invocation: true) — scans project signals into a signal_vector, asks high-leverage gap…
SkillBFreshness: BClaude Code +9 - 0.515score
appsec-security-orchestrator
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SkillBFreshness: BClaude Code +9 - 0.510score
app-aso
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Cite this page
ai-native-interface skill. Agent Mart. https://agentmart.dev/skills/sensliao-ai-native-interface (last updated 2026-10-24)