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skill-orchestrator

为任何营销、产品或业务挑战找到最佳技能序列。不要一次只使用一种技能——而是协调智能工作流程,以累积成果。使用场景:**开始新项目**时确定最佳技能顺序;**复杂的多方面挑战**需要多种框架;**团队对齐**以就结构化方法达成一致;**当选项过多感到不知所措**时,消除技能瘫痪;**教授结构化思维**以展示如何运用框架...

person作者: jakexiaohubgithub

Skill Orchestrator

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.

When to Use This Skill

  • 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

Methodology Foundation

| 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 |

What Claude Does vs What You Decide

| 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 |

Instructions

Step 1: Analyze the Challenge

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 |

Step 2: Match to Workflow or Build Custom Sequence

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 |

Step 3: Execute Step by Step

For each step in the sequence:

  1. State the skill and purpose — why this step matters now
  2. List inputs from previous steps
  3. Execute the skill fully
  4. Capture outputs — document key deliverables
  5. 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.

Step 4: Synthesize Cross-Skill Insights

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

Examples

Example: AI Writing Tool Launch

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).

Skill Boundaries

What This Skill Does Well

  • Sequencing skills for maximum compounding value
  • Defining explicit handoffs between framework stages
  • Adapting pre-built workflows to specific contexts

What This Skill Cannot Do

  • Execute the individual skills (it routes to them)
  • Make strategic decisions — it structures the decision process
  • Guarantee outcomes — quality depends on inputs at each step

References

  • Pre-built workflows: WORKFLOWS.md
  • Christensen, Clayton. "How Will You Measure Your Life?" — Job sequencing
  • Rumelt, Richard. "Good Strategy Bad Strategy" — Strategic coherence
  • Blank, Steve. "The Startup Owner's Manual" — Customer development sequence

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