ai-analysis

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.