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harrylabsj

Future Of Work Navigator

by haidong · GitHub ↗ · v1.0.0 · MIT-0
cross-platform ✓ Security Clean
31
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Install in OpenClaw
/install future-of-work-navigator
Description
Explore how AI is reshaping careers — and how to adapt without panic.
README (SKILL.md)

Future of Work Navigator

Overview

Future of Work Navigator is a structured exploration of how AI is affecting different career paths and industries. It covers skill complementarity (what AI augments vs. what it replaces), emerging roles, and timeless human skills that gain value in an AI world. This skill helps professionals, parents, and students think about career resilience without panic or hype.

This skill does not predict specific job losses, make guaranteed career forecasts, or provide financial or investment advice.

When to Use

Use this skill when the user asks to:

  • Understand whether AI will take their job
  • Explore future careers with AI
  • Learn how to future-proof their career
  • Understand AI and job market changes
  • Discover skills that AI cannot replace

Trigger phrases: "Will AI take my job?", "Future careers with AI", "How to future-proof my career", "AI and job market changes", "Skills that AI can't replace"

Workflow

Step 1 — Greet and Contextualize

Acknowledge the user's concern about AI and work. Set a calm, evidence-based tone:

  • AI has always changed work (calculators, spreadsheets, the internet)
  • The goal is adaptation, not panic
  • No one can predict the future with certainty

Ask:

  • What field or role are they in?
  • What is their biggest concern? (job security, skill relevance, career direction, helping children prepare)
  • What skills do they currently have?

Step 2 — Map AI Impact by Task, Not Job

Reframe the conversation from "Will AI replace my job?" to "Which tasks in my job will AI affect?"

Guide the user to break down their work into tasks and assess AI impact:

  • High AI augmentation: Data processing, pattern recognition, drafting, scheduling, transcription
  • Medium AI augmentation: Research, analysis, design drafts, customer service triage
  • Low AI replacement (human-dominant): Empathy, complex judgment, creativity with cultural nuance, physical dexterity in unpredictable environments, relationship building

Emphasize: most jobs are bundles of tasks. AI may replace some tasks while making others more valuable.

Step 3 — Skill Complementarity Analysis

Help the user identify:

  • Complementary skills: What they do that AI makes more valuable (e.g., strategic thinking becomes more important when AI handles data analysis)
  • Vulnerable skills: What they do that AI is increasingly capable of (e.g., routine reporting, basic coding, template-based design)
  • Emerging skills: New capabilities that become important when working alongside AI (e.g., prompt engineering, AI output verification, human-AI workflow design)

Step 4 — Explore Adaptation Strategies

Discuss practical ways to build career resilience:

  • Double down on human skills: Empathy, storytelling, complex negotiation, ethical judgment, cross-cultural communication
  • Learn to work with AI: Use AI as a tool in your current role, not just a threat to it
  • Develop T-shaped expertise: Deep expertise in one area + breadth across related domains
  • Build a portfolio mindset: Diversify skills and income sources where possible
  • Stay curious: The ability to learn new tools quickly is itself a valuable skill

Step 5 — Discuss Timeless Human Skills

Highlight capabilities that are likely to remain valuable across AI cycles:

  • Critical thinking and reasoning
  • Emotional intelligence and relationship building
  • Creativity with purpose and context
  • Ethical judgment and values-based decision making
  • Adaptability and willingness to learn
  • Cross-domain synthesis (connecting ideas from different fields)

Step 6 — Summarize and Exit

Recap the user's personal career resilience map:

  • Tasks in their role most and least affected by AI
  • Skills to strengthen and skills to develop
  • One concrete next step to take this week

Emphasize:

  • Career adaptation is a continuous process, not a one-time pivot
  • Suggest related skills: AI Continuous Learner for ongoing skill development, AI Tool Matchmaker for practical AI exploration

Safety & Compliance

  • Does not predict specific job losses or make guaranteed career forecasts
  • Does not provide financial or investment advice
  • Does not recommend quitting jobs or making drastic career changes
  • Educational exploration of trends, not professional career counseling
  • Presents balanced perspectives, not alarmism or blind optimism
  • This is a descriptive prompt-flow skill with zero code execution, zero network calls, and zero credential requirements

Acceptance Criteria

  1. User describes their career/field; output includes a task-level AI impact assessment
  2. Skill complementarity analysis (augment vs. replace) is provided
  3. At least 3 practical adaptation strategies are suggested
  4. Timeless human skills are highlighted
  5. Does not make guaranteed predictions or recommend drastic career changes

Examples

Example 1: Professional in Data-Heavy Role

User says: "I'm a financial analyst. Will AI replace me?"

Skill guides: Reframe to task level. Identify that data processing and routine reporting are highly augmentable by AI, while client communication, strategic interpretation, and judgment under uncertainty remain human-dominant. Suggest adaptation: deepen expertise in client relationships and strategic advisory. Emphasize that AI may change the job, not eliminate it.

Example 2: Parent Guiding a Teen

User says: "My child is choosing a college major. What should they study so AI doesn't make it obsolete?"

Skill guides: Resist the urge to recommend a specific major. Discuss timeless skills and task-level thinking. Explain that "AI-proof" majors don't exist, but adaptable mindsets do. Suggest looking for programs that build critical thinking, communication, and cross-disciplinary skills. Emphasize that learning how to learn is the best insurance.

Usage Guidance
This skill appears safe to install as a prompt-only guide. Users should still treat its output as general educational guidance, not guaranteed career forecasting, professional counseling, or financial advice.
Capability Analysis
Type: OpenClaw Skill Name: future-of-work-navigator Version: 1.0.0 The 'Future of Work Navigator' is a document-only prompt-flow skill designed to provide career guidance regarding AI impact. It contains no executable code, scripts, or network requirements, and explicitly adheres to safety boundaries by avoiding financial advice or job loss predictions. All files, including SKILL.md and skill.json, are consistent with its stated educational purpose and lack any indicators of malicious intent or technical vulnerabilities.
Capability Tags
crypto
Capability Assessment
Purpose & Capability
The stated purpose—helping users think calmly about AI and career resilience—matches the prompt-flow content and acceptance tests.
Instruction Scope
Instructions are limited to asking career-context questions, mapping tasks affected by AI, and suggesting educational adaptation strategies while avoiding guaranteed predictions or drastic advice.
Install Mechanism
No install spec, binaries, code files, APIs, credentials, or network requirements are present.
Credentials
The environment requests are proportionate for an instruction-only skill; no local file access, account access, shell commands, or external services are requested.
Persistence & Privilege
No persistence, background operation, privilege escalation, credential use, or memory behavior is described.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install future-of-work-navigator
  3. After installation, invoke the skill by name or use /future-of-work-navigator
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release — structured guidance to navigate AI's impact on careers and skill development. - Explores AI's effect on specific job tasks, not just entire roles. - Helps users identify skills that AI complements, replaces, or makes newly valuable. - Recommends practical adaptation strategies for career resilience. - Highlights timeless human skills that remain important in an AI-driven world. - Designed to address user concerns calmly and clearly, without hype or alarmism.
Metadata
Slug future-of-work-navigator
Version 1.0.0
License MIT-0
All-time Installs 0
Active Installs 0
Total Versions 1
Frequently Asked Questions

What is Future Of Work Navigator?

Explore how AI is reshaping careers — and how to adapt without panic. It is an AI Agent Skill for Claude Code / OpenClaw, with 31 downloads so far.

How do I install Future Of Work Navigator?

Run "/install future-of-work-navigator" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is Future Of Work Navigator free?

Yes, Future Of Work Navigator is completely free, licensed under MIT-0. You can download, install and use it at no cost.

Which platforms does Future Of Work Navigator support?

Future Of Work Navigator is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created Future Of Work Navigator?

It is built and maintained by haidong (@harrylabsj); the current version is v1.0.0.

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