cover-letter-voice
Develop authentic cover letter narrative using philosophy, patterns, and job's cultural requirements
- Category: discovered
- Tags: github, community
- Version: 1.0.0
- Author: walid
- Downloads: 0
- Updated: 2025-11-22
Download the latest version (v1.0.0) from this page.
SKILL.md
---
name: cover-letter-voice
description: Develop authentic cover letter narrative using philosophy, patterns, and job's cultural requirements
---
# Cover Letter Voice Development
## Purpose
Develop authentic cover letter narrative framework grounded in your career philosophy, established narrative patterns, and the job's cultural requirements. This skill creates a complete narrative framework—not a draft letter, but the strategic foundation for writing one.
## Invocation Triggers
- "Develop my cover letter narrative"
- "Help me find my voice for this letter"
- "What story should I tell?"
- "Create a cover letter framework"
- "Build my cover letter strategy"
## Required Inputs
**Lexicon Dependencies (must exist):**
- `~/career-applications/[job-slug]/01-job-analysis.md` (their values/tone)
- `~/lexicons_llm/01_career_philosophy.md` (your values)
- `~/lexicons_llm/03_narrative_patterns.md` (your storytelling)
- `~/lexicons_llm/04_language_bank.md` (your voice)
**Optional Inputs:**
- `~/career-applications/[job-slug]/03-gap-analysis-and-cover-letter-plan.md` (strategic plan from job-fit-analysis)
- Previous cover letters (for tone reference)
## Process
---
## Phase 0: Lexicon Loading
**Load required files:**
1. **Identify job slug**
- Ask user: "What is the job slug (directory name) for this application?"
- Example: "ucla-arts-director"
- Construct path: `~/career-applications/[job-slug]/`
2. **Ask about current work-in-progress (three separate questions)**
Ask these questions one at a time, waiting for response to each:
**Question 1:**
```
"Have you started writing any rough drafts or paragraphs for this cover letter yet?"
```
- If yes → Ask them to share what they have
- If no → Continue to Question 2
**Question 2:**
```
"Do you have bullet points, notes, or a list of ideas about what you want to include?"
```
- If yes → Ask them to share
- If no → Continue to Question 3
**Question 3:**
```
"What initial thoughts or direction are you considering for this letter?
Any ideas about the narrative approach or key points you want to emphasize?"
```
- Capture any thoughts shared
- Store all responses for integration into framework development
- **Why this matters:** User may have already started thinking/writing; we should build on their work, not ignore it
3. **Load job analysis**
```
Read: ~/career-applications/[job-slug]/01-job-analysis.md
```
- If missing → Error Handler A
4. **Load career philosophy**
```
Read: ~/lexicons_llm/01_career_philosophy.md
Store entire content as context
```
- If missing → Error Handler B
5. **Load narrative patterns**
```
Read: ~/lexicons_llm/03_narrative_patterns.md
Store entire content as context
```
- If missing → Error Handler B
6. **Load language bank**
```
Read: ~/lexicons_llm/04_language_bank.md
Store entire content as context
```
- If missing → Error Handler B
7. **Check for optional files**
```
Check: ~/career-applications/[job-slug]/03-gap-analysis-and-cover-letter-plan.md
If exists → Read and note strategic guidance
```
8. **Ask about past cover letters**
```
"Do you have previous cover letters you'd like me to analyze for tone patterns?
If so, please provide them now."
```
- If provided → Analyze tone, structure, patterns (see Phase 2A)
**Confirmation message:**
```
✓ Loaded successfully:
- Job analysis for [job title] at [company]
- Career philosophy (X core values, Y leadership approaches)
- Narrative patterns (X opening strategies, Y evidence patterns)
- Language bank (action verbs, power phrases, industry terms)
[If applicable]: Cover letter strategic plan from gap analysis
[If applicable]: 3 previous cover letters for tone reference
Ready to develop your narrative framework.
```
---
## Phase 1: Context Review
**Summarize loaded context:**
### 1A. Job Analysis Review
**Extract and present:**
- **Section I: Cultural & Values Analysis**
- Organization's cultural tone
- Core values emphasized
- Mission/vision elements
- **Section III: Communication & Narrative Requirements**
- Expected tone/formality level
- Communication style preferences
- Cultural fit indicators
**Example output:**
```
## Job Context Summary
Organization: UCLA School of the Arts and Architecture
Role: Senior Director, Center for the Arts
Cultural Requirements:
- Tone: Collaborative-innovative (balanced, not startup-disruptive)
- Values emphasis: DEI, student-centered mission, artistic excellence
- Communication style: Professional but approachable, mission-driven
- Cultural fit: Values both strategic vision and practical execution
Key Communication Requirements:
- Demonstrate stakeholder engagement capability
- Show commitment to mission/values alignment
- Balance visionary thinking with operational expertise
- Professional tone without excessive formality
```
### 1B. Cover Letter Plan Review (if available)
**If `03-gap-analysis-and-cover-letter-plan.md` exists:**
```
## Strategic Plan from Gap Analysis
Your gap analysis recommended:
- Address [specific gap] by reframing as [strategy]
- Emphasize [strength] to counter [concern]
- Use narrative thread: [recommended thread]
- Length: [recommended word count]
I'll incorporate this strategic guidance into the framework.
```
### 1C. Philosophy & Pattern Summary
**Present overview:**
```
## Your Established Voice & Patterns
From career_philosophy.md:
- Core Values: [list 3-5 key values]
- Leadership Approaches: [list 2-3 approaches]
- Most prominent themes: [identify 2-3 recurring themes]
From narrative_patterns.md:
- Opening Strategies: [list available patterns with usage frequency if noted]
- Evidence Patterns: [list established narrative structures]
- Most frequent pattern: [identify most-used approach]
From language_bank.md:
- Action verb categories: [list categories]
- Power phrases: [note key recurring phrases]
- Industry language: [sector-specific terminology]
```
**Transition:**
```
Now let's explore which narrative thread will create the most authentic
and compelling story for this opportunity.
```
---
## Phase 2: Content & Pattern Analysis
### Phase 2A: Past Cover Letters Analysis (if provided)
**For each letter provided, analyze:**
```
## Past Cover Letter Analysis
Letter 1: [Title/Organization, Year]
- Opening Pattern: [identify: institutional positioning, personal connection, etc.]
- Tone: [warm/authoritative/collaborative/formal - describe with specific adjectives]
- Evidence Pattern: [Challenge→Action→Result, Context→Insight→Application, etc.]
- Length: [X paragraphs, ~Y words]
- Notable phrases: [quote 2-3 distinctive phrases that show voice]
- Role level: [director/VP/etc. - if applicable]
Letter 2: [Title/Organization, Year]
- Opening Pattern: [pattern]
- Tone: [describe]
- Evidence Pattern: [pattern]
- Length: [X paragraphs, ~Y words]
- Notable phrases: [quote phrases]
- Role level: [level]
Cross-Letter Patterns Observed:
- Tone variation: [e.g., "You shift from collaborative to authoritative based on role level"]
- Consistent elements: [e.g., "All letters use institutional positioning opening"]
- Length patterns: [e.g., "Director roles: ~450 words, VP roles: ~550 words"]
- Signature phrases: [phrases that appear across multiple letters]
```
**Example:**
```
From your 2023 CSUF letter (Director of Arts Programs):
- Opening: Institutional positioning ("CSUF is uniquely positioned by...")
- Tone: Warm, collaborative, student-centered
- Evidence pattern: Challenge → Action → Result
- Length: 3 paragraphs, ~450 words
- Notable: "I believe [role] should be..." appears in opening
From your 2024 UCLA letter (VP of Academic Affairs):
- Opening: Personal connection to mission
- Tone: Authoritative, visionary, strategic
- Evidence pattern: Context → Insight → Application
- Length: 4 paragraphs, ~550 words
- Notable: "Our moment demands..." framing
Pattern observation: You adjust formality and tone based on role level
(collaborative-warm for director, authoritative-strategic for VP)
```
### Phase 2B: Narrative Patterns from Lexicon
**Extract and present established patterns:**
```
## Your Narrative Pattern Library
From narrative_patterns.md:
### Opening Strategies Available:
1. Institutional Positioning
- Template: "[Institution] is uniquely positioned by..."
- When used: Academic organizations, mission-driven roles
- Frequency: [if noted in lexicon]
- Source: narrative_patterns.md:[line number]
2. Personal Connection
- Template: "My commitment to [value] was shaped by..."
- When used: Values-driven roles, mission emphasis
- Frequency: [if noted]
- Source: narrative_patterns.md:[line number]
3. [Continue for all opening patterns identified]
### Evidence Patterns Available:
1. Challenge → Action → Result
- Structure: Set context/challenge, describe your actions, state measurable outcome
- When used: Achievement-focused narratives, operational roles
- Source: narrative_patterns.md:[line numbers]
- Example from lexicon: [quote example if available]
2. Context → Insight → Application
- Structure: Establish situation, share strategic insight, show implementation
- When used: Strategic roles, change leadership
- Source: narrative_patterns.md:[line numbers]
3. [Continue for all evidence patterns identified]
### Closing Patterns Available:
1. Values Reaffirmation + Forward-Looking
- Template: [if available in lexicon]
- Source: narrative_patterns.md:[line number]
2. [Continue for all closing patterns]
```
### Phase 2C: Job Requirements Alignment
**Synthesize analysis:**
```
## Pattern-to-Job Alignment
Based on job analysis Section III and your established patterns:
Recommended Opening Pattern: [Pattern Name]
Why: [Explain how this pattern matches job's cultural tone + your authentic voice]
Example: [Show how it would work for this specific job]
Recommended Evidence Pattern: [Pattern Name]
Why: [Explain alignment with job requirements + your storytelling style]
Recommended Closing Pattern: [Pattern Name]
Why: [Explain fit]
Length Guidance:
- Role level: [Director/VP/etc.]
- Your historical pattern for this level: [~X words]
- Industry standard for this role: [Y-Z words]
- Recommended: [specific word count range]
```
**Example:**
```
## Pattern-to-Job Alignment
Recommended Opening: Institutional Positioning
Why:
- Job emphasizes mission-driven culture (matches pattern's use case)
- You've used this successfully in 60% of academic applications
- Their collaborative-innovative tone aligns with this pattern's professional-warm style
Recommended Evidence Pattern: Challenge → Action → Result
Why:
- Job requires demonstrated operational expertise
- This pattern showcases concrete achievements (their priority)
- Matches your most frequent narrative structure
Recommended Closing: Values Reaffirmation + Forward-Looking
Why:
- Reinforces mission alignment (critical for this role)
- Creates invitation for dialogue (collaborative tone they value)
Length Guidance:
- Role level: Director
- Your pattern for director roles: ~450 words
- Industry standard: 400-500 words
- Recommended: 480-520 words (3-4 paragraphs)
```
---
## Phase 3: Narrative Thread Exploration
**Use Socratic questioning to identify core story**
### 3A. Present Narrative Thread Options
**Based on philosophy lexicon + job requirements, generate 3 narrative thread options**
Use AskUserQuestion tool:
```
Based on your career philosophy and this role's requirements, I've identified
three potential narrative threads. Each connects your authentic values to what
this opportunity represents.
Which thread resonates most for this application?
```
**Structure each option:**
- **Thread name** (clear, compelling label)
- **Philosophy anchor:** Quote specific element from `01_career_philosophy.md` with line reference
- **Job connection:** Quote specific requirement from job analysis
- **Story arc:** Describe the narrative journey this creates
- **Why this thread:** Brief explanation of authentic fit
**Example using AskUserQuestion:**
Question: "Which narrative thread feels most authentic for this opportunity?"
Header: "Narrative Thread"
multiSelect: false
Options:
**Option A: Arts Leadership as Social Transformation**
Label: "Arts as Social Transformation"
Description: "Your philosophy emphasizes 'Arts as Social Justice' (philosophy.md:215). Job emphasizes 'Advancing arts for social impact.' Story arc: Your journey from believing arts = access to leading institutions that embody this. Frames your capital projects and program development as tools for community transformation."
**Option B: Listening-First Leadership in Complex Environments**
Label: "Listening-First Leadership"
Description: "Your philosophy: 'Listening-First Leadership' (philosophy.md:85). Job context: Large organization, diverse stakeholders, collaborative culture. Story arc: How your leadership approach builds consensus and drives change in complex institutional settings. Frames your stakeholder successes as evidence of this approach."
**Option C: Building Infrastructure for Creative Excellence**
Label: "Infrastructure for Excellence"
Description: "Your achievements: Capital projects, systems building, resource development. Job requirements: Facility stewardship, program development, financial management. Story arc: How you create conditions for artistic excellence through strategic infrastructure. Frames your operational expertise as enabler of mission."
**User selects thread → Store selection**
### 3B. Deepen Selected Thread
**Explore the chosen narrative:**
```
You selected: [Thread Name]
Let's develop this thread with specific examples from your experience.
```
**Ask follow-up questions to build narrative depth:**
**Question 1: Evidence Selection**
```
From your [philosophy/achievement lexicon], which experience best illustrates
this philosophy in action for this specific opportunity?
[Present 3 options from achievement library or past work, each with:]
- Achievement name
- Why it demonstrates the philosophy
- How it connects to job requirement
- Source citation (achievement_library.md:line numbers)
```
Use AskUserQuestion:
- Header: "Key Evidence"
- multiSelect: false (choose primary)
- Options: 3 relevant achievements
**User selects → Store as primary evidence**
**Question 2: Tension/Opportunity Framing**
```
How do you want to position what this role represents for you?
```
Use AskUserQuestion:
- Header: "Positioning"
- multiSelect: false
- Options:
- "Continuing [thread] work at larger scale/scope"
- "Bringing [your expertise] to [their context] setting"
- "Bridging [element 1] with [element 2]"
- [Generate third option based on thread]
**User selects → Store positioning**
**Question 3: Supporting Evidence**
```
Which additional achievements or experiences strengthen this narrative thread?
(Select 1-2 more)
```
Use AskUserQuestion:
- Header: "Supporting Evidence"
- multiSelect: true (can select multiple)
- Options: 3-4 additional relevant achievements from lexicon
**User selects → Store as supporting evidence**
### 3C. Build Narrative Map
**Document the complete narrative thread:**
```
## Narrative Thread Map
Core Thread: [Selected Thread Name]
Philosophy Anchor: [Quote from philosophy.md with line reference]
Job Connection: [Quote from job analysis]
Primary Evidence:
- Achievement: [Name]
- Demonstrates: [Key qualities]
- Source: achievement_library.md:[lines]
Supporting Evidence:
- Achievement 2: [Name]
Demonstrates: [Qualities]
Source: [Citation]
- Achievement 3: [Name] (if selected)
Demonstrates: [Qualities]
Source: [Citation]
Positioning Frame: [How role is positioned]
This narrative map will guide the structure and tone development.
```
---
## Phase 4: Tone & Structure Framing
### 4A. Develop Tone Profile
**Match job requirements to user's natural voice:**
```
## Tone Profile Development
### Job's Tone Requirements (from analysis):
- Formality level: [from job analysis Section III]
- Cultural style: [collaborative/innovative/traditional/etc.]
- Values emphasis: [key values to emphasize]
- Communication preferences: [any specific guidance from analysis]
### Your Natural Voice (from lexicon + past letters):
- Characteristic tone: [describe from past letters if available, or from language bank]
- Sentence patterns: [longer vision statements, concrete examples, etc.]
- Recurring phrases: [from language bank power phrases]
- Emotional register: [warm/reflective/strategic/authoritative/committed/etc.]
### Recommended Tone Synthesis:
- **Formality level:** [Specific recommendation, e.g., "Professional-collaborative (not academic, not casual)"]
- **Sentence structure:** [Specific guidance, e.g., "Mix longer vision statements (25-30 words) with concrete examples (15-20 words)"]
- **Vocabulary approach:** [e.g., "Mission-oriented language, avoid jargon, emphasize values"]
- **Emotional register:** [e.g., "Committed optimism (not neutral, not effusive)"]
### Example Opening Sentence (Tone Demonstration):
"[Draft opening sentence that demonstrates the recommended tone synthesis]"
Tone Notes on This Example:
- "[Phrase 1]" = [explanation, e.g., "institutional positioning pattern"]
- "[Phrase 2]" = [explanation, e.g., "complexity acknowledgment (collaborative tone)"]
- "[Word choice]" = [explanation, e.g., "confident but not presumptuous"]
- "[Specific detail]" = [explanation, e.g., "credibility through specificity"]
Does this tone feel authentic to how you want to present in this letter?
[Wait for user confirmation or adjustment request]
```
**Example:**
```
## Tone Profile Development
### Job's Tone Requirements:
- Formality: Professional but not overly formal
- Cultural style: Collaborative-innovative
- Values emphasis: Mission-driven, DEI, student-centered
- Communication: Clear, concrete, values-aligned
### Your Natural Voice:
- From CSUF letter: Warm, reflective, student-centered
- From UCLA VP letter: Strategic, visionary, authoritative
- Language bank shows: Action-oriented, evidence-based framing
- Power phrases: "I believe [role] should be...", "uniquely positioned by..."
### Recommended Tone Synthesis:
- **Formality level:** Professional-collaborative (not academic formal, not casual conversational)
- **Sentence structure:** Mix of longer vision statements (25-30 words) with concrete examples (15-20 words) and impact summaries (10-12 words)
- **Vocabulary approach:** Mission-oriented language, avoid corporate jargon, emphasize collaboration and impact
- **Emotional register:** Committed optimism (enthusiastic but grounded, not neutral, not effusive)
### Example Opening Sentence:
"UCLA's School of the Arts and Architecture is uniquely positioned by its intersection of artistic excellence, research innovation, and public mission to advance arts as a tool for social transformation—a vision that aligns precisely with my 15-year commitment to arts-as-social-justice practice."
Tone Notes:
- "uniquely positioned by" = your institutional positioning pattern (from narrative_patterns.md)
- "intersection of" = acknowledges complexity (collaborative tone)
- "aligns precisely" = confident but not presumptuous
- "15-year commitment" = credibility through specific timeframe
Does this tone feel authentic to how you want to present?
```
**Wait for user response:**
- If "Yes" → Proceed to 4B
- If "Needs adjustment" → Ask: "What feels off? Too formal? Too casual? Different emphasis needed?" → Adjust and re-present
### 4B. Recommend Structure
**Based on selected thread + patterns + job requirements:**
```
## Recommended Narrative Structure
Total Target Length: [X-Y words] ([Z] paragraphs)
Based on: [role level + your historical pattern + industry standard]
---
### Opening Paragraph (~X words)
**Pattern:** [Pattern name from narrative_patterns.md]
**Purpose:** [What this paragraph