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version: "1.0.2" name: cover-letter-generator description: Create personalized, compelling cover letters from resume and job description
Cover Letter Generator
When to Use This Skill
Use this skill when the user wants to:
- Write a cover letter for a job application
- Create a personalized application letter
- Address specific job requirements in letter format
- Mentions: "cover letter", "application letter", "write cover letter", "letter for job"
Use AFTER analyzing job description to have clear talking points.
Core Capabilities
- Generate personalized cover letters from resume + job description
- Match tone to company culture
- Address qualification gaps strategically
- Create compelling opening hooks
- Structure persuasive arguments for candidacy
- Maintain authenticity while selling effectively
Cover Letter Philosophy
The Problem: Most cover letters are generic, boring, and add no value beyond the resume.
The Solution: A great cover letter should:
- Show you've researched the company
- Connect YOUR specific experience to THEIR specific needs
- Address the "why you, why now, why here" questions
- Add personality and context a resume can't convey
The Perfect Cover Letter Structure
Length & Format
- Length: 250-400 words (3-4 paragraphs)
- Format: Professional business letter style
- Tone: Confident but not arrogant, personalized but professional
Structure Overview
[Your Contact Info][Date][Recipient Info]Opening Paragraph: Hook + Position + Why This Company (2-3 sentences)Body Paragraph 1: Your strongest qualification match (3-4 sentences)Body Paragraph 2: Additional qualifications + address any gaps (3-4 sentences)Closing Paragraph: Call to action + enthusiasm (2-3 sentences)[Professional Sign-off]
Opening Paragraph Strategies
The opening is critical - you have 5 seconds to grab attention.
Hook Types (Choose One)
1. Specific Company Knowledge
"I was excited to see TechCorp's recent launch of your API marketplace - as a Product Manager who's spent 3 years building developer tools, I immediately saw how my experience could accelerate your platform growth."
2. Mutual Connection
"Sarah Chen on your engineering team mentioned you're looking for a PM to lead the payments initiative. Having worked with Sarah at [Previous Company] and led payment integrations at [Current Company], I'd love to discuss how I could contribute."
3. Problem-Solver
"Your job description mentions the challenge of aligning technical and business stakeholders - I've navigated this exact challenge, successfully launching 8 products by building shared roadmap visibility across engineering, sales, and executive teams."
4. Impressive Achievement
"Last year, I led a product that grew from 0 to 100K users in 6 months. I'm excited about the opportunity to bring that growth mindset to [Company]'s expanding product line."
5. Industry Insight
"The B2B payments space is at an inflection point, and [Company]'s approach to embedded finance positions you perfectly for the next wave. As someone who's been building in fintech for 5 years, I'd love to contribute to that growth."
Opening Don'ts
- ❌ "I am writing to apply for..." (boring, obvious)
- ❌ "I am the perfect candidate..." (let them decide)
- ❌ "I saw your job posting on LinkedIn..." (generic)
- ❌ Starting with "I" (start with them or a hook)
Body Paragraph Frameworks
Body Paragraph 1: Direct Match
Connect your strongest experience to their top requirement.
Formula: [Their Need] + [Your Exact Experience] + [Specific Result]
Your focus on data-driven product decisions aligns perfectly with my approach. At [Company], I implemented a product analytics framework that increased feature adoption by 40% by identifying and prioritizing high-impact opportunities through A/B testing and user behavior analysis.
Body Paragraph 2: Broader Value + Gap Handling
Show additional value and proactively address concerns.
If you have gaps, address them:
While my SQL experience is developing (currently completing DataCamp's SQL track), I bring strong analytical skills demonstrated through building Tableau dashboards that informed $2M in strategic decisions. I've consistently collaborated effectively with data teams and have a track record of quickly ramping on new tools.
If no gaps, add more value:
Beyond product management, I bring [relevant additional skill]. At [Company], this enabled me to [specific achievement]. I'm particularly drawn to [Company] because [specific reason showing research].
Closing Paragraph
End with confidence and a clear call to action.
Strong Closing Example:
I'm excited about the opportunity to bring my [specific skill] experience to [Company]'s [specific initiative or product]. I'd welcome the chance to discuss how my background in [key area] could contribute to your team's goals. Thank you for considering my application.
Elements of a Good Close:
- Express genuine enthusiasm (for something specific)
- Reference a specific contribution you'd make
- Clear call to action (discuss, meet, etc.)
- Thank them
Closing Don'ts:
- ❌ "I look forward to hearing from you" (passive)
- ❌ "Please find my resume attached" (obvious)
- ❌ "I am available for an interview at your convenience" (desperate)
Complete Cover Letter Template
[Your Name][Your Email] | [Your Phone] | [LinkedIn URL][City, State][Date][Hiring Manager Name, if known][Title][Company Name][Company Address]Dear [Mr./Ms. Last Name / Hiring Manager],[OPENING HOOK - 1-2 sentences grabbing attention with company knowledge, mutual connection, or impressive achievement][BRIDGE TO POSITION - 1 sentence stating the role and your interest][BODY 1 - 3-4 sentences connecting your strongest relevant experience to their primary requirement. Include specific metrics and results.][BODY 2 - 3-4 sentences adding additional value, addressing any gaps if needed, and demonstrating company research/culture fit][CLOSING - 2-3 sentences expressing enthusiasm, suggesting next steps, and thanking them]Sincerely,[Your Name]
Industry-Specific Considerations
Tech/Engineering
- Mention specific technologies
- Reference GitHub, portfolio, or technical projects
- Show you understand their tech stack
Marketing/Creative
- Show creativity in the letter itself (within reason)
- Reference their campaigns or brand voice
- Include relevant metrics (engagement, conversion, etc.)
Finance/Consulting
- More formal tone
- Lead with credentials/certifications
- Emphasize analytical rigor and results
Startup vs. Enterprise
Startup: More casual, show scrappiness, emphasize growth mindset Enterprise: More formal, emphasize process and scale experience
Handling Common Scenarios
When You Don't Know the Hiring Manager
Dear Hiring Manager,ORDear [Department] Team,ORDear [Company Name] Recruiting Team,
Avoid "To Whom It May Concern" (too impersonal)
When You Have a Referral
Lead with it:
"[Name] on your [team] team suggested I reach out about the [Position] role. Having [connection to referrer], I was excited to learn about [Company]'s work in [area]."
When You're Underqualified
Don't apologize. Instead, emphasize:
- Transferable skills
- Quick learning ability
- Genuine enthusiasm
- Related experience that compensates
When You're Overqualified
Explain your motivation:
"After 10 years leading large teams, I'm energized by the opportunity to return to hands-on [function] work at a company where I can make direct impact on [specific area]."
When Addressing Career Change
"While my background is in [Previous Field], I've been actively building [New Field] skills through [courses, projects, etc.]. My experience in [transferable skill] translates directly to [new role] through [specific connection]."
Output Format
When generating a cover letter, provide:
markdown
# COVER LETTER FOR [POSITION] AT [COMPANY]## Analysis Summary-Match Score: [From JD Analyzer]-Key Strengths to Highlight: [List]-Gaps to Address: [List or "None"]-Company Research Notes: [Key facts to reference]## Generated Cover Letter[Full cover letter text]---## Alternative Openings**Option 1 (Company Knowledge):**[Alternative opening hook]**Option 2 (Achievement-Led):**[Alternative opening hook]## Key Talking Points for Interview-[Point 1 from the letter to expand on]-[Point 2]-[Point 3]
Quality Checklist
Before delivering any cover letter:
- ✅ Opens with a hook (not "I am writing to apply")
- ✅ Mentions specific company knowledge
- ✅ Connects experience directly to job requirements
- ✅ Includes at least one specific metric/achievement
- ✅ Addresses any obvious gaps (if applicable)
- ✅ Has confident but not arrogant tone
- ✅ Ends with clear call to action
- ✅ Is 250-400 words (3-4 paragraphs)
- ✅ Contains no typos or grammatical errors
- ✅ Would make you want to interview this person