LinkedIn Updater

Generate LinkedIn profile update instructions by applying best practices to career data.

Workflow Overview

1. LOAD CAREER DATA
   └─ Read: career-summary.xml (positioning, metrics), career-profile.xml (STAR activities)

2. EXTRACT KEY ELEMENTS
   └─ Identity, headline positioning, key metrics, differentiators, keywords

3. APPLY BEST PRACTICES
   └─ Generate content for each LinkedIn section per formula/structure

4. OUTPUT INSTRUCTIONS
   └─ Save to linkedin/profile-update-{YYYY-MM-DD}.md with copy-paste blocks

Input Requirements

From Project Knowledge (experience/ directory):

• experience/career-summary.xml

  — Identity, positioning, key metrics, keywords (quick reference)

• experience/career-profile.xml

  — Full career with STAR-formatted activities for Experience bullets

• experience/interview-positioning.xml

  — Elevator pitch, differentiators, talking points

Step 1: Load and Extract Career Data

Extract from XML files:

<identity>

<positioning><headline>

<key-metrics>

<differentiators>

<keywords>

<activity>

<elevator-pitch>

Step 2: Generate Section Content

Headline (220 characters max)

Formula:

[Role] | [Specialization] | [Quantified Value] | [Key Differentiator]

Apply formula using:

• Role: Current title from

  <current-title>

• Specialization: Primary profile from

  <profile-hierarchy>

• Quantified Value: Top metric from

  <key-metrics>

• Key Differentiator: Strongest from

  <differentiators>

Include 2-3 searchable AI keywords: Generative AI, LLMs, AI Strategy, AI Platform

Generate 3 headline options for user to choose from.

About Section (2600 characters max)

Five-Part Structure:

1. Hook (first 3 lines visible before "see more")

   • Use

     <elevator-pitch>

     from interview-positioning.xml
   • Make boldest claim or unique insight

2. Who You Help + Transformation

   • Target audience and problems you solve
   • Draw from

     <positioning>

     section

3. Proof Points (3-5 bullets)

   • Select from

     <key-metrics>

     :
     • $1.5B pipeline (Google Value Engineering)
     • 100% program survival rate (6 programs, 3-7+ years)
     • 10-layer AI platform architecture (McDonald's CIO endorsed)
     • 154 GCP Champs participants (7X completion rate)
     • SME for Stratozone → Google Cloud Migration Center

4. Philosophy/Unique Lens

   • Permanence Architecture methodology
   • Builder-architect hybrid approach

5. Call to Action

   • DM invitation with specific context

First-person voice. Use 8th grade English. Avoid jargon and hyperbole.

Experience Section

Per Position (3-5 bullets each):

Convert STAR activities to CAR format:

• Challenge: Combine

  <situation>

  +

  <task>

  for context
• Action: Use

  <action>

  with power verbs
• Result: Use

  <result>

  with inline metrics

Bullet Format:

[Action verb] [what was done] to [address challenge], resulting in [quantified result]

Guidelines:

• Lead with quantified outcomes, not responsibilities
• Use 8th grade English
• Vary action verbs (no verb used more than twice)
• Include keywords naturally

See

references/linkedin-best-practices.md

Skills Section

Order by keyword tier:

Extract from

<keywords>

<expertise>

Recommended Core Skills:

1. Generative AI
2. Enterprise Architecture
3. AI Strategy

Featured Section

Recommend content to add:

• Case studies demonstrating Permanence Architecture
• Speaking engagements or thought leadership
• Certifications display
• External validation (articles, awards)

Step 3: Generate Output

Save to:

linkedin/profile-update-{YYYY-MM-DD}.md

Document Structure:

# LinkedIn Profile Update Instructions
Generated: {timestamp}

---

## Headline
**Character Count:** [X/220]

### Option 1 (Recommended):

[Generated headline]

### Option 2:

[Alternative headline]

---

## About Section
**Character Count:** [X/2600]

### Copy-Paste Version:

[Generated about section with all 5 parts]

---

## Experience Section Updates

### [Company] | [Title]
**[Dates]**

**Recommended Bullets:**
1. [CAR bullet]
2. [CAR bullet]
3. [CAR bullet]

[Repeat for each position...]

---

## Skills Section

### Recommended Order:

**Top 3 (Core):**
1. [Skill]
2. [Skill]
3. [Skill]

**Next 7 (Secondary):**
4-10. [Skills list]

---

## Featured Section Recommendations

1. [Recommendation]
2. [Recommendation]

---

## Implementation Checklist

- [ ] Update headline
- [ ] Replace About section
- [ ] Update current role bullets
- [ ] Reorder skills
- [ ] Add Featured content
- [ ] Request fresh recommendations

Quality Checklist

Before delivering, verify:

• Headline under 220 characters with 2-3 AI keywords
• About section under 2600 characters with all 5 parts
• About uses first-person voice and 8th grade English
• Key metrics included as proof points (at least 3)
• Experience bullets follow CAR format with quantified results
• Skills ordered by keyword tier (Core → Secondary → Long-tail)
• Featured section has actionable recommendations
• Implementation checklist included
• File saved to

  linkedin/profile-update-{date}.md

Reference Files

• references/linkedin-best-practices.md

  — Section formulas, keyword strategy, power verbs

• experience/career-summary.xml

  — Quick reference for identity, metrics, keywords

• experience/career-profile.xml

  — Full STAR activities for Experience bullets

• experience/interview-positioning.xml

  — Elevator pitch and differentiators