visual-concept:从技术到视觉创意的综合 - Openclaw Skills

作者:互联网

2026-03-30

AI教程

什么是 visual-concept?

visual-concept 技能是一款专门的创意工具,旨在弥合深度技术发现与视觉叙事之间的鸿沟。通过分析对话上下文或特定主题,它会生成一份包含象征性意象、色调演变和主题方向的综合指南。作为 Openclaw Skills 库的成员,它确保将复杂的技术叙述转化为创意总监、设计师和视频制作者的“北极星”,且不受传统分镜表僵化性的限制。它充当了一个合成层,将抽象转化为具体,通过视觉隐喻使技术见解变得难忘且易于分享。无论您是在处理系统架构还是软件调试模式,这项技能都能在数据中找到情感和视觉共鸣,以指导高质量的内容制作。

下载入口:https://github.com/openclaw/skills/tree/main/skills/leegitw/visual-concept

安装与下载

1. ClawHub CLI

从源直接安装技能的最快方式。

npx clawhub@latest install visual-concept

2. 手动安装

将技能文件夹复制到以下位置之一

全局模式 ~/.openclaw/skills/ 工作区 /skills/

优先级:工作区 > 本地 > 内置

3. 提示词安装

将此提示词复制到 OpenClaw 即可自动安装。

请帮我使用 Clawhub 安装 visual-concept。如果尚未安装 Clawhub,请先安装(npm i -g clawhub)。

visual-concept 应用场景

  • 将复杂的系统架构转化为市场营销视频的视觉隐喻。
  • 为技术产品发布开发一致的情感色彩弧线。
  • 在软件工程的启发时刻与可分享的社交内容之间建立概念性的视觉桥梁。
  • 根据技术数据为音乐视频或抽象视觉演示生成创意方向。
visual-concept 工作原理
  1. 该技能综合当前的对话或提供的主题,以识别关键的技术决策和叙事启发时刻。
  2. 它提取核心叙事弧线,映射从问题到发现、再到解决方案和影响的旅程。
  3. 引擎识别视觉隐喻,将抽象概念(如追踪 ID 表现为金线,或将错误表现为裂痕)进行具象化。
  4. 它生成结构化的视觉概念指南,包括色彩弧线、运动模式和象征元素。
  5. 生成的指南将返回给调用代理,以便展示或集成到进一步的创意工作流中。

visual-concept 配置指南

要将此技能添加到您的 Openclaw Skills 集合中,请在终端中运行以下命令:

openclaw install leegitw/visual-concept

由于这是一个旨在标准代理环境中运行的独立创意合成工具,因此不需要额外的依赖项。

visual-concept 数据架构与分类体系

此技能专注于合成,不维护持久数据库或文件工作区。它根据以下主题分类组织生成的输出:

章节 描述
核心视觉概念 总结叙述的单句主要隐喻。
视觉主题 供创意团队参考的 3-7 个概念意象焦点。
象征元素 显示技术概念如何转化为视觉符号的映射表。
情感色彩弧线 匹配情感旅程的调色板过渡(开始 -> 中间 -> 结束)。
动作与节奏 描述性的步调、运动模式和能量水平。
视觉对比 前后对比,例如黑暗与光明的对比。
name: visual-concept
version: 1.0.1
description: Transform technical insights into visual concept guides — symbolic imagery, color arcs, and creative direction for video
author: Live Neon 
homepage: https://github.com/live-neon/skills/tree/main/creative/visual-concept
repository: leegitw/visual-concept
license: MIT
tags: [creative, visual, video, concept-art, storyboard, direction, synthesis, reflection, imagery]
layer: creative
status: active
alias: vc
user-invocable: true
emoji: ??

visual-concept (映)

Transform technical conversations and insights into visual concept guides. Creates conceptual inspiration for music videos or visual content — symbolic imagery, color palette evolution, and thematic direction without prescriptive shot lists.

Trigger: 明示呼出 (explicit invocation) or when deep technical insight emerges

Core insight: "Visual metaphors make abstract concepts tangible. The right image can convey what words cannot."

Installation

openclaw install leegitw/visual-concept

Dependencies: None (standalone creative skill)

Data handling: This skill synthesizes content from user-supplied input or the current conversation context (default). It does NOT read files from the workspace or access project artifacts directly. Results are returned to the invoking agent, who decides how to use them.

What This Solves

Technical concepts are abstract. Visual representation makes them memorable and shareable. This skill:

  1. Translates technical concepts into visual metaphors
  2. Creates color arcs that match emotional journeys
  3. Provides creative direction without constraining execution

The insight: A well-chosen visual metaphor (trace IDs as golden threads, errors as cracks in glass) communicates instantly what paragraphs cannot.

Usage

/vc [topic]

Arguments

Argument Required Description
topic No Topic focus (default: synthesize current conversation)

Pre-Requisites

Before creating a visual concept, ensure:

  1. Sufficient conversation depth — Surface-level topics don't inspire visuals
  2. Clear narrative arc — Problem → Discovery → Solution → Impact
  3. Main work documented — Save current progress first if mid-task

Context Understanding Checklist

You must be able to answer:

Question What It Means
Core insight? Not "we talked about X" but "we discovered X solves Y"
Problem solved? The pain point, not just the topic
Why, not just what? The reasoning, not just the outcome
Visual potential? Can this be represented symbolically?

Red Flags (Don't Create)

  • Surface-level summary of conversation
  • Don't understand why a decision was made
  • Insight is purely procedural with no visual metaphor
  • No clear emotional arc to visualize

Output Format

Visual Concept Guide Structure

## Visual Concept Guide

**Core Visual Concept**: [Primary metaphor in one sentence]

### Visual Themes & Imagery
[3-7 major themes, conceptual not prescriptive]

### Symbolic Visual Elements
[How technical concepts become visual symbols]

### Emotional Color Arc
[Color palette evolution matching emotional journey]

### Typography & Text Elements
[If applicable, style of any on-screen text]

### Motion & Rhythm
[Movement patterns, pacing notes]

### Key Visual Contrasts
[Before/after, chaos/order, dark/light]

Visual Guide Rules

Rule Description
Conceptual inspiration NOT a shot list or scene breakdown
NO specific durations Don't say "5 seconds on X"
NO camera angles Don't prescribe "wide shot" or "close-up"
NO literal breakdown Don't number scenes sequentially
Provide direction Give creative directors a north star, not constraints

Example: Good vs Bad

Bad (too prescriptive):

Scene 1 (0:00-0:05): Wide shot of server room, camera slowly zooms in
Scene 2 (0:05-0:10): Close-up of blinking lights, pan left to right

Good (conceptual):

Core Visual Concept: Darkness giving way to illumination

Visual Themes:
- Isolation in darkness (before observability)
- Golden threads appearing (trace IDs connecting)
- Gradual dawn (understanding emerging)

Color Arc:
- Opens in deep blues and blacks
- Warm gold appears as connections form
- Ends in clear, bright tones

Core Logic

Step 1: Synthesize Conversation

  • Read full conversation context
  • Identify key decisions, "aha" moments
  • Extract core insight or pattern

Step 2: Identify Narrative Arc

Element Question
Problem What was broken/painful?
Discovery What did we learn?
Solution What pattern emerged?
Impact Why does this matter?

Step 3: Find Visual Metaphors

Think about:

  • What does the problem LOOK like? (chaos, darkness, fragmentation)
  • What does the solution LOOK like? (order, light, connection)
  • What symbols represent the key concepts?
  • What color palette matches the emotional journey?

Step 4: Write Concept Guide

Include:

  • Core visual concept (one sentence)
  • 3-7 visual themes
  • Symbolic elements for technical concepts
  • Color arc (start → middle → end)
  • Motion and rhythm notes
  • Key contrasts

Example

Input: Bootstrap Observability Insight

Context: Discovered reproduce-to-debug problem. Introduced Bootstrap → Learn → Enforce phases.

Narrative arc:

  • Problem: Debugging without reproduction is impossible
  • Discovery: Greenfield systems don't know what "normal" is
  • Solution: Bootstrap → Learn → Enforce phases
  • Impact: Debug with sight instead of in darkness

Output

Core Visual Concept: From blindness to sight — darkness giving way to illuminated pathways

Visual Themes & Imagery

  1. The Void — Empty black space representing systems without observability
  2. Scattered Sparks — Data points appearing, unconnected
  3. Golden Threads — Trace IDs weaving connections between sparks
  4. The Pattern Emerges — Threads form a recognizable structure
  5. Dawn Breaking — Full illumination, the system becomes visible
  6. The Watchtower — Elevated view of the now-visible landscape

Symbolic Visual Elements

Concept Visual Symbol
Trace IDs Golden threads connecting points
Errors Red fractures or cracks
Baselines Horizontal reference lines, like horizon
Bootstrap phase Seeds planted, construction scaffolding
Enforcement Solid walls, protective barriers

Emotional Color Arc

  • Opening: Deep blues, blacks — isolation, confusion
  • Middle: Warm golds emerging — discovery, connection
  • Climax: Bright whites and golds — clarity, understanding
  • Resolution: Balanced palette — sustainable, calm confidence

Motion & Rhythm

  • Opens slow, contemplative (lost in darkness)
  • Accelerates with discovery (threads appearing rapidly)
  • Peaks with revelation (burst of light)
  • Settles into steady rhythm (system functioning)

Key Visual Contrasts

Before After
Darkness Light
Scattered Connected
Chaos Pattern
Blindness Vision
Isolation Network

Integration

  • Layer: Creative
  • Depends on: None (standalone)
  • Used by: side-quests (combo skill)
  • Complements: insight-song, ted-talk

Failure Modes

Condition Behavior
Insufficient context Ask clarifying questions first
No clear narrative arc Decline, explain what's missing
Purely procedural insight Suggest finding visual angle first

Security Considerations

Input sources:

  • User-supplied context (if provided)
  • Current conversation context (default)

What this skill does NOT do:

  • Read files from the workspace
  • Access project artifacts directly
  • Send data to external services
  • Call image generation APIs

Output behavior: This skill returns the visual concept guide directly to the invoking agent. The agent can then display, save, or pass the result to another skill as needed.

Provenance note: This skill is developed by Live Neon (https://github.com/live-neon/skills) and published to ClawHub under the leegitw account. Both refer to the same maintainer.

Quality Checklist

  • Can explain core insight in one sentence
  • Core visual concept is clear and evocative
  • 3-7 visual themes identified
  • Technical concepts have symbolic representations
  • Color arc matches emotional journey
  • NO prescriptive shot lists or durations
  • Could guide a creative director without constraining them

Acceptance Criteria

  • /vc synthesizes input or conversation into visual concept guide
  • Output includes core concept, themes, symbols, color arc
  • Guide is inspirational, not prescriptive
  • Technical concepts translated to visual metaphors
  • Result returned to invoking agent

Part of the Live Neon Creative Suite.