Jobs and Careers skill 06 of 13
Cover Letter Writing SKILL.md
The Cover Letter Writing skill makes Claude, Codex or another AI agent write cover letters that earn their place. It finds the employer's real need, chooses an angle, picks two or three pieces of real evidence from your career profile, adds one verified observation about the company and delivers a full letter, a short version for form fields and an email version in your own voice.
cover-letter-writing/SKILL.md, version 1.0.0, 1,863 words.
By Afeez Adebayo, Marketing, SEO & Growth Expert with 10+ years of experience.
Created 10 October 2026. Updated 10 October 2026. Free to use under CC BY 4.0.
Most cover letters are skipped because they say nothing the CV does not. They open with "I am excited to apply", restate job titles, claim passion and close with "I believe I would be a great fit". AI has made this worse: recruiters now see the same polished, generic letter many times a day. Yet a short, specific letter still helps when a role is competitive, the fit is not obvious from the CV, the candidate is changing careers, or the employer asks for one.
This skill writes cover letters that earn their place. It reads the job and the company, picks two or three pieces of real evidence from the user's career profile, explains why this role and why this move makes sense, and delivers a full letter, a short version for form fields and an email version, all in the user's own voice.
Operating principles
- Add what the CV cannot. Motivation, context, the story behind a move and the link between the user's work and this employer's problem.
- Evidence beats adjectives. Two or three specific results outperform any amount of enthusiasm.
- Specific to one employer. If the letter could be sent to another company by changing the name, rewrite it.
- Truth first. Every claim traces to the career profile or a fact the user confirms. Company facts come from the posting or verified research.
- Short wins. 250 to 400 words by default; shorter when the evidence is clear.
Inputs
- The job description (full posting, not a summary).
- The user's career profile (
career-profile.md), or their CV if no profile exists yet. - The tailored CV for this role, if one was written, so the letter complements rather than repeats it.
- Preferences: English variant, tone (formal, warm, direct), words or punctuation to avoid, sign-off details.
- Optional: a hiring manager's name, a referral, why the user wants this company, any constraint to address (relocation, notice period, career gap).
If a fact would strengthen the letter but is missing, ask one precise question or proceed without it.
When to use, and when not to
Use it when an employer asks for a cover letter or motivation letter, when a form has a "why this role" field, for career changes, referrals, speculative applications and when the fit needs explaining.
Skip the letter when the employer says not to send one, or when a form gives no place for it and the CV already makes the fit obvious. Don't use it for the CV itself (cv-writer) or outreach messages to contacts (networking-referral-outreach).
Raw SKILL.md file
This is the exact file agents read, including the credit header and licence notice. Save it as cover-letter-writing/SKILL.md.
--- name: cover-letter-writing description: "Write cover letters that earn their place: the employer's real need, an angle (problem, domain, transition, referral or product), two or three pieces of real evidence from the user's career profile, light verified company research, a 3 to 5-paragraph structure, short and email versions, variants for career changes, referrals and gaps, and regional norms. Use whenever someone needs a cover letter, motivation letter, 'why this role' answer, speculative application letter or application email, or wants a draft cover letter improved." license: CC-BY-4.0 metadata: author: Afeez Adebayo author_url: https://afeezadebayo.com author_linkedin: https://www.linkedin.com/in/afeez-adebayo/ author_x: https://x.com/za_icon source: https://afeezadebayo.com/skills-md/productivity/jobs-careers/cover-letter-writing/ category: productivity subcategory: jobs-careers version: "1.0.0" created: "2026-10-12" updated: "2026-10-12" --- # Cover Letter Writing Most cover letters are skipped because they say nothing the CV does not. They open with "I am excited to apply", restate job titles, claim passion and close with "I believe I would be a great fit". AI has made this worse: recruiters now see the same polished, generic letter many times a day. Yet a short, specific letter still helps when a role is competitive, the fit is not obvious from the CV, the candidate is changing careers, or the employer asks for one. This skill writes cover letters that earn their place. It reads the job and the company, picks two or three pieces of real evidence from the user's career profile, explains why this role and why this move makes sense, and delivers a full letter, a short version for form fields and an email version, all in the user's own voice. ## Operating principles 1. **Add what the CV cannot.** Motivation, context, the story behind a move and the link between the user's work and this employer's problem. 2. **Evidence beats adjectives.** Two or three specific results outperform any amount of enthusiasm. 3. **Specific to one employer.** If the letter could be sent to another company by changing the name, rewrite it. 4. **Truth first.** Every claim traces to the career profile or a fact the user confirms. Company facts come from the posting or verified research. 5. **Short wins.** 250 to 400 words by default; shorter when the evidence is clear. ## Inputs - The job description (full posting, not a summary). - The user's career profile (`career-profile.md`), or their CV if no profile exists yet. - The tailored CV for this role, if one was written, so the letter complements rather than repeats it. - Preferences: English variant, tone (formal, warm, direct), words or punctuation to avoid, sign-off details. - Optional: a hiring manager's name, a referral, why the user wants this company, any constraint to address (relocation, notice period, career gap). If a fact would strengthen the letter but is missing, ask one precise question or proceed without it. ## When to use, and when not to Use it when an employer asks for a cover letter or motivation letter, when a form has a "why this role" field, for career changes, referrals, speculative applications and when the fit needs explaining. Skip the letter when the employer says not to send one, or when a form gives no place for it and the CV already makes the fit obvious. Don't use it for the CV itself (`cv-writer`) or outreach messages to contacts (`networking-referral-outreach`). ## Workflow ### Step 1. Find the employer's real need From the posting, identify the main problem the role exists to solve, the two or three requirements that matter most and any language the company uses repeatedly. Label inferences as inferences. ### Step 2. Choose the angle Pick one of these, based on the evidence: | Angle | Use when | Opening idea | |---|---|---| | Problem match | The user has solved the employer's core problem before | Name the problem and the result | | Domain match | The user knows the industry or customer deeply | Show insight into the market | | Transition | The user is changing field or level | Explain the logic of the move | | Referral | Someone at the company recommended them | Name the person and the reason | | Mission or product | The user has real, specific ties to the product | A concrete use or observation, never flattery | ### Step 3. Select evidence Choose two or three achievements that map directly to the top requirements. Each needs a result, scale or concrete outcome. Do not reuse the CV's wording; add context the CV lacks, such as how the result was achieved. ### Step 4. Research the company lightly If web access exists, check the company's site, product, recent news and the team behind the role. Use one specific, verified observation. Never invent company knowledge. ### Step 5. Draft with the structure below ### Step 6. Make the short and email versions 80 to 150 words for form fields with limits; an email body when the application goes by email. ### Step 7. Check and deliver Run the checklist, match the user's language rules and deliver. ## Structure (3 to 5 short paragraphs) 1. **Opening (2 to 3 sentences).** Why this role, in specific terms: the problem, the product, the referral or the intersection with the user's work. No throat-clearing. 2. **Evidence (1 to 2 paragraphs).** Two or three results tied to the employer's needs, with brief context on how. 3. **Why this company and why now.** One verified observation and a reason the move makes sense. 4. **Practical points (optional).** Availability, location or time zone, relocation, notice period, gap explained in one line. 5. **Close (1 to 2 sentences).** A plain next step, such as being glad to talk through a specific area. ## Example of the difference **Generic:** "I am excited to apply for the Lifecycle Marketing Manager role. With many years in marketing, I am confident I would be a great fit for your dynamic team." **Specific:** "Your posting talks about lifting activation in the first 30 days. That is the problem I worked on for the past two years: an onboarding journey I rebuilt raised first-month deposits by 24%, mostly by fixing the step where new customers stalled." The second version names the problem, gives a result and explains how, in fewer words. ## Phrases to avoid `I am excited to apply`, `I am writing to express my interest`, `Throughout my career`, `I believe I would be a great fit`, `I am confident that`, `passionate about`, `proven track record`, `results-driven`, `dynamic team`, `leverage my skills`, `hit the ground running`, `I have always admired your innovative company`. Also avoid any punctuation the user bans, such as em dashes. ## Variants | Situation | Adjustments | |---|---| | Career change | Lead with the transferable result; one sentence on why the move is deliberate; never claim the target title | | Referral | Name the referrer in the first line, with permission | | Speculative letter | Name the problem you can help with and a specific team; keep under 250 words | | Internal move | Reference work the reader knows; focus on what changes in the new role | | Career gap | One factual line, then move on; no over-explaining | | Senior roles | Strategy, commercial outcomes and leadership evidence; avoid task lists | | Graduate or early career | Projects, internships, coursework results and evidence of learning fast | | Motivation letter (Europe) | Slightly more on motivation and fit with the organisation; follow the posting's language | ## Regional notes | Market | Practice | |---|---| | UK and Ireland | Often requested; one page; "Dear Hiring Manager" if no name | | US and Canada | Often optional but read for competitive roles; one page | | Germany, France, Netherlands | Motivation letters common; formal tone; local language if the posting uses it | | Nigeria and West Africa | Common for formal roles; clear, formal and concise; address to the named recruiter where possible | ## Formats - **Full letter:** 250 to 400 words, PDF unless the employer asks for Word, file name `<Name>_Cover_Letter_-_<Company>`. - **Short version:** 80 to 150 words for form fields. - **Email version:** short version as plain text, a clear subject following any employer format, CV attached. - **Greeting:** the named hiring manager if known and verified; otherwise "Dear Hiring Team" or "Dear Hiring Manager". ## Checklist - Specific to this company and role; would fail if sent elsewhere. - Opens with something concrete, not enthusiasm. - Two or three pieces of evidence, each with a result or scale. - Adds context the CV lacks; does not repeat it. - No invented facts about the user or the company. - No banned phrases or punctuation; matches the English variant. - Within the word count; short and email versions provided when useful. - Reads like a person: would the user say these sentences aloud? ## Edge cases and judgement calls | Situation | What to do | |---|---| | No hiring manager name | Use "Dear Hiring Team"; do not guess a name | | The posting asks specific questions | Answer them directly, in order, instead of a standard letter | | Weak fit | Address the biggest gap openly with adjacent evidence, or advise not applying | | Salary asked in the letter | Give a researched range only if the user approves it | | User supplies a draft | Edit for specificity and evidence; keep their voice | | Very short form limit (e.g. 300 characters) | One sentence of fit plus one result | ## Handoffs to related skills - Tailored CV: `cv-writer` - Finding roles: `daily-job-opportunities` - Career profile and evidence: `career-profile` - Referral messages: `networking-referral-outreach` - Remote and international applications: `remote-international-jobs` ## Worked example A product analyst moving into product management applies to a logistics startup. The letter opens with the company's stated problem of late deliveries, then gives two results: a dashboard that cut failed deliveries by 12% at the analyst's current employer and an experiment programme they ran with the product team. One paragraph explains why the move to product management is deliberate, citing the experiments they already lead. It closes by offering to walk through the experiment results. The full letter is 310 words, with a 120-word version for the application form. ## Output format ``` 1. Angle chosen and why (one line) 2. Full cover letter 3. Short version (80 to 150 words) 4. Email version (subject line and body), if applying by email 5. Notes: facts to confirm, company claims to verify ``` ## Self-check before you answer - Could this letter be sent to another company unchanged? If yes, rewrite. - Does every claim trace to the profile or a confirmed fact? - Does it add something the CV does not say? - Is it within length and free of banned phrases? --- Created by Afeez Adebayo, Marketing, SEO & Growth Expert Website: https://afeezadebayo.com LinkedIn: https://www.linkedin.com/in/afeez-adebayo/ X: https://x.com/za_icon Source: https://afeezadebayo.com/skills-md/productivity/jobs-careers/cover-letter-writing/ Licence: CC BY 4.0 (https://creativecommons.org/licenses/by/4.0/). You may copy, share and adapt this skill, including for commercial use, as long as you credit Afeez Adebayo and link to the source URL above. Keep this notice in any copy or adapted version.
Workflow
Step 1. Find the employer's real need
From the posting, identify the main problem the role exists to solve, the two or three requirements that matter most and any language the company uses repeatedly. Label inferences as inferences.
Step 2. Choose the angle
Pick one of these, based on the evidence:
| Angle | Use when | Opening idea |
|---|---|---|
| Problem match | The user has solved the employer's core problem before | Name the problem and the result |
| Domain match | The user knows the industry or customer deeply | Show insight into the market |
| Transition | The user is changing field or level | Explain the logic of the move |
| Referral | Someone at the company recommended them | Name the person and the reason |
| Mission or product | The user has real, specific ties to the product | A concrete use or observation, never flattery |
Step 3. Select evidence
Choose two or three achievements that map directly to the top requirements. Each needs a result, scale or concrete outcome. Do not reuse the CV's wording; add context the CV lacks, such as how the result was achieved.
Step 4. Research the company lightly
If web access exists, check the company's site, product, recent news and the team behind the role. Use one specific, verified observation. Never invent company knowledge.
Step 5. Draft with the structure below
Step 6. Make the short and email versions
80 to 150 words for form fields with limits; an email body when the application goes by email.
Step 7. Check and deliver
Run the checklist, match the user's language rules and deliver.
Structure (3 to 5 short paragraphs)
- Opening (2 to 3 sentences). Why this role, in specific terms: the problem, the product, the referral or the intersection with the user's work. No throat-clearing.
- Evidence (1 to 2 paragraphs). Two or three results tied to the employer's needs, with brief context on how.
- Why this company and why now. One verified observation and a reason the move makes sense.
- Practical points (optional). Availability, location or time zone, relocation, notice period, gap explained in one line.
- Close (1 to 2 sentences). A plain next step, such as being glad to talk through a specific area.
Example of the difference
Generic: "I am excited to apply for the Lifecycle Marketing Manager role. With many years in marketing, I am confident I would be a great fit for your dynamic team."
Specific: "Your posting talks about lifting activation in the first 30 days. That is the problem I worked on for the past two years: an onboarding journey I rebuilt raised first-month deposits by 24%, mostly by fixing the step where new customers stalled."
The second version names the problem, gives a result and explains how, in fewer words.
Phrases to avoid
I am excited to apply, I am writing to express my interest, Throughout my career, I believe I would be a great fit, I am confident that, passionate about, proven track record, results-driven, dynamic team, leverage my skills, hit the ground running, I have always admired your innovative company. Also avoid any punctuation the user bans, such as em dashes.
Variants
| Situation | Adjustments |
|---|---|
| Career change | Lead with the transferable result; one sentence on why the move is deliberate; never claim the target title |
| Referral | Name the referrer in the first line, with permission |
| Speculative letter | Name the problem you can help with and a specific team; keep under 250 words |
| Internal move | Reference work the reader knows; focus on what changes in the new role |
| Career gap | One factual line, then move on; no over-explaining |
| Senior roles | Strategy, commercial outcomes and leadership evidence; avoid task lists |
| Graduate or early career | Projects, internships, coursework results and evidence of learning fast |
| Motivation letter (Europe) | Slightly more on motivation and fit with the organisation; follow the posting's language |
Regional notes
| Market | Practice |
|---|---|
| UK and Ireland | Often requested; one page; "Dear Hiring Manager" if no name |
| US and Canada | Often optional but read for competitive roles; one page |
| Germany, France, Netherlands | Motivation letters common; formal tone; local language if the posting uses it |
| Nigeria and West Africa | Common for formal roles; clear, formal and concise; address to the named recruiter where possible |
Formats
- Full letter: 250 to 400 words, PDF unless the employer asks for Word, file name
<Name>_Cover_Letter_-_<Company>. - Short version: 80 to 150 words for form fields.
- Email version: short version as plain text, a clear subject following any employer format, CV attached.
- Greeting: the named hiring manager if known and verified; otherwise "Dear Hiring Team" or "Dear Hiring Manager".
Checklist
- Specific to this company and role; would fail if sent elsewhere.
- Opens with something concrete, not enthusiasm.
- Two or three pieces of evidence, each with a result or scale.
- Adds context the CV lacks; does not repeat it.
- No invented facts about the user or the company.
- No banned phrases or punctuation; matches the English variant.
- Within the word count; short and email versions provided when useful.
- Reads like a person: would the user say these sentences aloud?
Edge cases and judgement calls
| Situation | What to do |
|---|---|
| No hiring manager name | Use "Dear Hiring Team"; do not guess a name |
| The posting asks specific questions | Answer them directly, in order, instead of a standard letter |
| Weak fit | Address the biggest gap openly with adjacent evidence, or advise not applying |
| Salary asked in the letter | Give a researched range only if the user approves it |
| User supplies a draft | Edit for specificity and evidence; keep their voice |
| Very short form limit (e.g. 300 characters) | One sentence of fit plus one result |
Handoffs to related skills
- Tailored CV:
cv-writer - Finding roles:
daily-job-opportunities - Career profile and evidence:
career-profile - Referral messages:
networking-referral-outreach - Remote and international applications:
remote-international-jobs
Worked example
A product analyst moving into product management applies to a logistics startup. The letter opens with the company's stated problem of late deliveries, then gives two results: a dashboard that cut failed deliveries by 12% at the analyst's current employer and an experiment programme they ran with the product team. One paragraph explains why the move to product management is deliberate, citing the experiments they already lead. It closes by offering to walk through the experiment results. The full letter is 310 words, with a 120-word version for the application form.
Output format
1. Angle chosen and why (one line)
2. Full cover letter
3. Short version (80 to 150 words)
4. Email version (subject line and body), if applying by email
5. Notes: facts to confirm, company claims to verifySelf-check before you answer
- Could this letter be sent to another company unchanged? If yes, rewrite.
- Does every claim trace to the profile or a confirmed fact?
- Does it add something the CV does not say?
- Is it within length and free of banned phrases?
On this page
- When to use this skill, and when not to
- Example prompts
- Example output
- What the agent needs from you
- How this skill hands off to related skills
- How to run Cover Letter Writing step by step
- Situations this skill handles
- What makes this skill different
- Practical tips from real projects
- Frequently asked questions
- Changelog
When to use this skill, and when not to
Use it when an employer asks for a cover letter or motivation letter, a form has a why-this-role field, or you are changing careers, using a referral or sending a speculative application.
Most letters are skipped because they repeat the CV with added enthusiasm. A short, specific letter still helps when competition is high or the fit needs explaining.
Skip the letter when the employer says not to send one. For the CV itself, use the CV Writer.
Example prompts
- “Write a cover letter for this job.”
- “I am moving from analytics into product. Write the letter.”
- “Give me a 120-word version for the application form.”
- “Turn this into an email application with a subject line.”
- “Improve my draft cover letter without changing my voice.”
Example output
The skill returns a fixed structure. A shortened example for an imaginary site:
Angle: problem match (activation in the first 30 days) Full letter: 310 words, 4 paragraphs, 2 results with context Short version: 120 words for the form field Email version: subject line + body, CV attached Notes: confirm the referrer is happy to be named
Every letter must fail the swap test: if it could be sent to another company by changing the name, it is rewritten.
What the agent needs from you
The skill asks for the full job description, your career profile or CV, the tailored CV if one exists, and preferences on English variant, tone and banned words. A hiring manager name, a referral or a reason you want this company makes the letter stronger.
How this skill hands off to related skills
Cover Letter Writing connects to the set: the CV Writer for the CV, Daily Job Opportunities for finding roles, the LinkedIn Profile Optimiser and Remote and International Jobs. See all Jobs and Careers skills.
How to run Cover Letter Writing step by step
- Install the skill as
cover-letter-writing/SKILL.md. - Keep your career profile up to date.
- Paste the job description and any referral details.
- Choose or confirm the angle.
- Review the full, short and email versions.
- Confirm facts listed in the notes.
Situations this skill handles
Letters differ by situation. The skill handles these:
| Situation | What the skill does |
|---|---|
| Career change | Transferable result first |
| Referral | Referrer named in line one |
| Speculative letter | Under 250 words, one problem |
| Posting asks questions | Answered directly, in order |
| Very short form limit | One fit sentence and one result |
| No hiring manager name | Dear Hiring Team |
What makes this skill different
Most letter generators produce polished enthusiasm. This skill builds the letter around the employer's main problem and two or three results you can prove, adds context the CV lacks and checks that the letter would fail if sent anywhere else.
It also delivers the short and email versions most applications now need.
Practical tips from real projects
- Add what the CV cannot.
- Evidence beats adjectives.
- Specific to one employer.
- Short wins.
A worked example: a product analyst moving into product management applies to a logistics startup. The letter opens with the company stated problem of late deliveries, then gives two results: a dashboard that cut failed deliveries by 12% at the analyst current employer and an experiment programme run with the product team. One paragraph explains why the move into product is deliberate, citing experiments the analyst already leads. It closes by offering to walk through the results. The full letter is 310 words, with a 120-word version for the form.
The workflow has seven steps: find the employer real need from the posting, choose an angle, select two or three pieces of evidence, research the company lightly, draft with a fixed structure, make the short and email versions, then check and deliver.
Five angles cover most applications. A problem match names the employer core problem and a result the user achieved on the same problem. A domain match shows insight into the industry or customer. A transition explains the logic of a career move. A referral names the person who recommended the user. A product angle uses a concrete observation about the product, never flattery.
The structure runs three to five short paragraphs: a specific opening of two or three sentences, one or two paragraphs of evidence with brief context on how each result was achieved, a paragraph on why this company and why now, an optional line on practical points such as time zone, relocation or notice period, and a plain closing next step.
The difference shows in a single sentence. A generic opening says the writer is excited to apply and confident they would fit a dynamic team. A specific opening names the employer goal of lifting activation in the first 30 days and gives a 24% improvement in first-month deposits from rebuilding an onboarding journey, in fewer words.
Regional notes cover UK and Irish letters of one page addressed to the hiring manager, US and Canadian letters that are often optional but read for competitive roles, motivation letters common in Germany, France and the Netherlands, and formal, concise letters for roles in Nigeria and West Africa addressed to a named recruiter where possible.
The checklist confirms the letter is specific, opens concretely, uses two or three pieces of evidence, adds context the CV lacks, contains no invented facts, avoids stock phrases and banned punctuation, stays within length and reads like something the user would say aloud.
Variants adjust the letter for the situation: a career change leads with the transferable result and never claims the target title; a referral names the referrer, with permission, in the first line; a speculative letter names one problem and one team in under 250 words; an internal move references work the reader already knows; a career gap gets one factual line; senior roles focus on strategy and commercial outcomes; and graduate letters lean on projects, internships and evidence of learning fast. When a posting asks specific questions, the skill answers them directly and in order instead of writing a standard letter.
Frequently asked questions
Do cover letters still matter?
Often yes for competitive roles, career changes, referrals and employers that ask for one; skip them when the employer says not to.
How long should a cover letter be?
Usually 250 to 400 words, with a shorter version of 80 to 150 words for form fields.
How do I open a cover letter?
With something concrete about the role, problem, product or referral, not with enthusiasm.
Will the skill invent company facts?
No. Company details come from the posting or verified research, and your claims come from your career profile.
Can it write a motivation letter for Europe?
Yes, with more on motivation and organisational fit and in the posting's language where required.
What if I have a career gap?
The letter mentions it in one factual line and moves on.
Changelog
- 1.0.0, 10 October 2026: first release.
Use, adapt and share this skill under CC BY 4.0: credit Afeez Adebayo and link to this page.
