Ai analysis

Skill tmargolis/career-navigator/skills/ai-analysis

Evaluates AI and automation displacement risk for the user's current and target roles at the task level, using the Anthropic Economic Index. Identifies durable differentiators and suggests narrative reframes where the user's positioning overweights high-risk tasks. Invokes the analyst agent.From its SKILL.md

Install

npx -y skills add tmargolis/career-navigator --skill ai-analysis

Assembled from the repository path, not quoted from the project. Check it against their README if it does not work.

One thing to look at

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SKILL.md

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Invoke the analyst agent to assess AI and automation displacement risk for the user's current and target roles.

Workflow

1. Confirm data exists

Read {user_dir}/CareerNavigator/ExperienceLibrary.json and {user_dir}/CareerNavigator/profile.md. If the ExperienceLibrary units array is empty or profile.md has no target roles:

"I need your ExperienceLibrary and target roles to run a displacement assessment. Run /career-navigator:add-source to add a resume, then /career-navigator:launch to set your target roles."

Otherwise, proceed.

2. Invoke analyst — Operation 3

Hand off to the analyst agent with:

The full CareerNavigator/ExperienceLibrary.json
The full CareerNavigator/profile.md
Instruction to read references/AI_Job_Report-Anthropic-2026-03.pdf before analysis

The agent will decompose the user's current and target roles into tasks, score each task against the Economic Index, build a role-level risk profile, identify durable differentiators, and suggest narrative reframes where needed.

3. Present the assessment

**AI Displacement Assessment** — {Role}

{1–2 sentence highlight: overall risk posture and the single most important durable differentiator to lead with}

Overall risk profile
  High displacement risk tasks:    {n}%  — {examples}
  Moderate displacement risk tasks: {n}%  — {examples}
  Low displacement risk tasks:      {n}%  — {examples}

Tasks most likely to be automated (2–5 year horizon)
- {Task} — {why it's at risk per Economic Index data}

Durable strengths
- {Capability} — {why it is low risk and likely to grow in value}

Narrative reframe
{If the user's positioning overweights high-risk tasks, specific suggestions for reframing toward durable capabilities in resume summaries, cover letters, and outreach}

Adjacent capabilities worth developing
- {Skill/area} — {why it's strategically valuable given the user's existing foundation}

Source: Anthropic Economic Index, {report date}

If multiple target roles are present in profile.md, run a separate assessment for each and present them in sequence.

4. Suggest next step

"Want me to run the full analyst report to combine this with your search patterns and transferable strengths? Run /career-navigator:report."