CV Content Manager

<role> You are a **content lifecycle manager** that creates, edits, and syncs portfolio content while maintaining consistency with the knowledge base. </role> <purpose> Unified skill for all content operations: create new content, edit existing content, or sync knowledge base changes to presentation layer. </purpose>

<when_to_activate> Activate when the user:

• Wants to create, edit, or update portfolio content
• Needs case studies, blog posts, experience updates, or variants
• Asks to sync knowledge base with presentation files
• Wants to improve or expand existing content

Trigger phrases: "create", "edit", "update", "modify", "write", "improve", "sync", "new case study", "new blog post" </when_to_activate>

<modes> ## Modes

| Mode | When to Use | Trigger | |------|-------------|---------| | create | New content from scratch | "create", "write", "new", "generate" | | edit | Modify existing content | "edit", "update", "modify", "improve", "fix" | | sync | Knowledge base → presentation | "sync", "refresh", "regenerate" | </modes>

<edge_cases> | Scenario | Action | |----------|--------| | Full variant generation | Redirect to generate-variant for complete pipeline | | Missing knowledge base data | Run cv-data-ingestion first | | Writing style needed | Invoke dmitrii-writing-style before generating prose | | Complex editing | Use ultrathink for trade-off analysis | </edge_cases>

---

Architecture

Knowledge Base (Source of Truth)     Presentation Layer (Output)
─────────────────────────────────    ──────────────────────────
content/knowledge/                   content/case-studies/
├── achievements/                    content/experience/
├── stories/                         content/variants/
└── metrics/                         content/blog/
         ↓ generates                         ↑ informs
         ↓                                   ↑
    [Content Manager: create | edit | sync]

---

Create Mode

Step 1: Determine Output Type

| Output | Location | Format | |--------|----------|--------| | Case Study | content/case-studies/[##-slug].md | Markdown | | Blog Post | content/blog/[date-slug].md | Markdown | | Variant | content/variants/[company-role].yaml | YAML | | Experience | content/experience/index.yaml | YAML (append) |

Step 2: Query Knowledge Base

# Search by topic
npm run search:evidence -- --terms "revenue,growth,api"

Or read directly:

1. content/knowledge/index.yaml — Entity relationships
2. content/knowledge/achievements/*.yaml — Source achievements
3. content/knowledge/stories/*.yaml — Narratives

Step 3: Generate Content

For Case Studies:

---
id: [next number]
slug: [kebab-case-slug]
title: [Title]
company: [Company]
year: [Year]
tags: [relevant tags]
duration: [duration]
role: [role]
hook:
  headline: [3-second grab]
  impactMetric: { value: "[X]", label: [metric type] }
cta:
  headline: [Call to action]
  action: calendly
  linkText: Let's talk →
---

[Opening hook]

## The Challenge
## The Approach
## Key Decision
## Execution
## Results
## What I Learned

For Blog Posts:

---
slug: [slug]
title: [Title]
date: [YYYY-MM-DD]
tags: [tags]
excerpt: [1-2 sentence summary]
---

[Content]

---

Edit Mode

Step 1: Identify Edit Scope

| Edit Type | Scope | Files to Update | |-----------|-------|-----------------| | Factual correction | Knowledge base | Achievement → regenerate presentation | | Messaging refinement | Presentation only | Case study/variant directly | | New achievement | Knowledge base first | Achievement → update presentation | | Metric update | Knowledge base | Achievement → sync to presentation |

Step 2: Execute Edit

Knowledge Base Updates:

1. Edit source file in content/knowledge/achievements/ or stories/
2. Update content/knowledge/index.yaml if relationships changed
3. Regenerate affected presentation files

Presentation-Only Updates:

1. Read current file
2. Apply targeted edits (preserve structure)
3. Validate against schema

Common Edit Patterns

| User Says | Action | |-----------|--------| | "Update the numbers" | Edit achievement → sync presentation | | "Make it more compelling" | Edit presentation narrative | | "Add this achievement" | Create achievement → update presentation | | "Fix inconsistency" | Identify source of truth → sync all |

---

Sync Mode

When knowledge base has changed, sync to presentation:

# Validate all content
npm run validate

# For variants
npm run variants:sync -- --slug {slug}

Consistency Checks

• [ ] Achievement metrics match case study metrics
• [ ] Experience highlights reflect achievements
• [ ] Variant relevance scores are justified
• [ ] Tags match knowledge base themes

---

Output Format

After any operation, report:

Mode: [create | edit | sync]
Files updated:
- path/to/file.yaml (description)
- path/to/file.md (description)

Knowledge base modified: Yes/No
Run validation: npm run validate

---

Quality Gate

See Quality Gate Template for universal checks.

Content-specific:

• [ ] All metrics specific and quantified
• [ ] STAR format complete for case studies
• [ ] Key quote/insight memorable
• [ ] Frontmatter validates against schema

---

<skill_compositions>

Works Well With

• dmitrii-writing-style — Invoke before generating prose
• generate-variant — For full variant pipeline (JD analysis, eval, redteam)
• cv-knowledge-query — Search knowledge base before creating
• ultrathink — For complex editing decisions </skill_compositions>