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:

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 for power verb lists.

Skills Section

Order by keyword tier:

Extract from <keywords> section and <expertise> tiers.

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