skill-orchestrator

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Skill Orchestrator

技能编排器

Route multi-step challenges to the right sequence of ClawFu skills — recommending which frameworks to combine, in what order, with explicit handoff outputs between steps.

将多步骤挑战引导至正确的ClawFu技能序列——推荐应组合哪些框架、按何种顺序组合，以及步骤间明确的交付输出。

When to Use This Skill

何时使用该技能

Starting a new project and need the optimal skill sequence
Complex multi-faceted challenges requiring multiple frameworks
Team alignment on a structured approach across disciplines
Overwhelmed by options — cut through skill paralysis
Chaining skills where outputs from one feed into the next

启动新项目且需要最优技能序列
复杂多维度挑战需要多个框架支持
跨学科团队对齐结构化方法
因选项过多不知所措——打破技能选择困境
技能串联前一步输出作为后一步输入

Methodology Foundation

方法论基础

Aspect	Details
Source	ClawFu Skills orchestration system
Core Principle	The right frameworks in the right order compound insights — sequencing matters more than any single skill
Sequencing Logic	Foundation → Analysis → Strategy → Creation → Validation → Execution

维度	详情
来源	ClawFu Skills编排系统
核心原则	正确的框架按正确顺序组合可产生复合洞察——序列编排比单一技能更重要
编排逻辑	基础搭建 → 分析 → 策略制定 → 内容创建 → 验证 → 执行

What Claude Does vs What You Decide

Claude的职责 vs 你的决策

Claude Does	You Decide
Recommends skill sequences for a challenge	Which skills to skip or substitute
Defines input/output handoffs between steps	Final strategic direction at each step
Creates custom workflows from the skill library	Resource allocation and timeline
Identifies when to branch or loop back	Go/no-go decisions at validation gates

Claude的职责	你的决策
针对挑战推荐技能序列	跳过或替换哪些技能
定义步骤间的输入/输出交付规则	各步骤的最终战略方向
从技能库创建自定义工作流	资源分配与时间规划
识别何时需要分支或回溯	验证节点的继续/终止决策

Instructions

使用说明

Step 1: Analyze the Challenge

步骤1：分析挑战

Classify the challenge type and context:

Factor	Options
Type	Launch · Validation · Content · Positioning · Decision · Sales · Video
Stage	Idea · Early · Growth · Mature
Resources	Solo · Small team · Large team
Timeline	Urgent · Normal · Flexible

对挑战类型和背景进行分类：

因素	选项
类型	发布 · 验证 · 内容 · 定位 · 决策 · 销售 · 视频
阶段	创意 · 早期 · 增长 · 成熟
资源	个人 · 小团队 · 大团队
时间线	紧急 · 常规 · 灵活

Step 2: Match to Workflow or Build Custom Sequence

步骤2：匹配工作流或构建自定义序列

Check pre-built workflows in WORKFLOWS.md. If none fits, build a custom sequence following this phase order:

Phase	Skill Types	Purpose
1. Foundation	first-principles, JTBD, audience-research	Understand reality
2. Analysis	competitive-analysis, inversion, pre-mortem	Identify challenges
3. Strategy	positioning, category-design, personas	Make strategic choices
4. Creation	offers, copy, content	Build the deliverable
5. Validation	six-thinking-hats, pricing-validation	Stress test
6. Execution	launch-formula, sales-pitch	Go to market

查看WORKFLOWS.md中的预构建工作流。如果没有合适的，按照以下阶段顺序构建自定义序列：

阶段	技能类型	目标
1. 基础搭建	first-principles、JTBD、audience-research	理解真实情况
2. 分析	competitive-analysis、inversion、pre-mortem	识别挑战
3. 策略制定	positioning、category-design、personas	做出战略选择
4. 内容创建	offers、copy、content	构建交付成果
5. 验证	six-thinking-hats、pricing-validation	压力测试
6. 执行	launch-formula、sales-pitch	推向市场

Step 3: Execute Step by Step

步骤3：逐步执行

For each step in the sequence:

State the skill and purpose — why this step matters now
List inputs from previous steps
Execute the skill fully
Capture outputs — document key deliverables
Validate before proceeding — verify outputs are sufficient for the next step

Validation checkpoint: Before moving to the next skill, confirm the output includes the specific artifacts the next step needs. If not, iterate or add an intermediate step.

对于序列中的每个步骤：

说明技能及目标——为什么此步骤现在至关重要
列出前序步骤的输入
完整执行该技能
记录输出——文档化关键交付成果
执行前验证——确认输出满足下一步需求

验证检查点： 进入下一个技能前，确认输出包含下一步所需的特定成果。如果没有，迭代或添加中间步骤。

Step 4: Synthesize Cross-Skill Insights

步骤4：整合跨技能洞察

After completing the sequence:

Patterns — themes emerging across multiple frameworks
Conflicts — where Skill A says X but Skill B says Y, and how to resolve
Compounding insights — conclusions that only emerge from the combination

完成序列后：

模式——多个框架中浮现的主题
冲突——Skill A给出结论X但Skill B给出结论Y，以及如何解决
复合洞察——仅通过组合才能得出的结论

Examples

示例

Example: AI Writing Tool Launch

示例：AI写作工具发布

Challenge: Launching an AI writing tool for marketers in a competitive market (Jasper, Copy.ai)

Recommended sequence (modified Product Launch):

1. competitive-analysis → Map landscape (Jasper, Copy.ai, ChatGPT)
2. first-principles → Challenge "AI writing tool" category assumptions
3. persona-generator → Define specific segments (not just "marketers")
4. category-design → Can you own a new category?
5. positioning → Differentiate using competitive gaps
6. grand-slam-offers → Create irresistible offer structure
7. pre-mortem → What could kill the launch?
8. launch-formula → Sequence the mechanics

Handoff example: Step 3 (personas) feeds into Step 5 (positioning) — persona pain points define which competitive alternatives matter most.

See WORKFLOWS.md for all pre-built workflows (Product Launch, Customer Validation, Content Strategy, Competitive Positioning, Sales Enablement, Decision Making, AI Video Production).

挑战： 在竞争激烈的市场中（Jasper、Copy.ai）面向营销人员发布AI写作工具

推荐序列（修改版产品发布流程）：

1. competitive-analysis → 绘制市场格局（Jasper、Copy.ai、ChatGPT）
2. first-principles → 挑战“AI写作工具”品类假设
3. persona-generator → 定义细分群体（不只是“营销人员”）
4. category-design → 能否打造新的品类？
5. positioning → 利用竞争差异实现差异化
6. grand-slam-offers → 创建极具吸引力的优惠结构
7. pre-mortem → 哪些因素可能导致发布失败？
8. launch-formula → 规划发布机制的顺序

交付示例： 步骤3（用户画像）为步骤5（定位）提供输入——用户画像的痛点决定了哪些竞品更具相关性。

查看WORKFLOWS.md获取所有预构建工作流（产品发布、客户验证、内容策略、竞争定位、销售赋能、决策制定、AI视频制作）。