What Job application writer does
Paste a job post from OnlineJobs.ph, Upwork, LinkedIn, a careers page or an email, and get one application you can send as is. The whole value is sounding like a real person who actually read the ad, because the employer is reading dozens of identical AI-written pitches that day.
What you give it
A pasted job post, role description or client brief.
What you get back
- A labelled subject line, using the exact wording the post demands when it asks for one
- A message of roughly 100 to 200 words in simple English
- A short separate note listing anything the profile could not answer, so you can fill it in
Use cases
Posts with a hidden filter
Ads that say "start your reply with the word BLUE" or "answer these three questions" are deliberate traps for mass applicants. Each instruction is followed exactly, and the answer goes where the post asks for it.
Applying to several roles in a sitting
Your background is read from the profile, so each application starts from real experience rather than a fresh round of questions.
Picking the right projects to show
Only the experience that fits this post is used. Listing everything reads as a résumé dump and buries the part that matters.
How to use Job application writer
Install the writing toolkit
/plugin install writing-toolkit@claude-skills
Set up the applicant profile once
Name, location, years and type of experience, current role, day-to-day skills, past projects with links, availability and rate, saved to ~/.claude/profiles/job-application-writer.md.
Paste the ad and ask for an application
Anything like "write something I can send" triggers it.
Send it
Copy the subject line into the subject field and the message into the body.
Benefits
Never invents experience
Fabricated clients, numbers or results are the one failure mode that actually costs the job, because they come apart on the call.
No buzzword tells
"Leverage", "passionate about", "I hope this message finds you well" and the rest are exactly what marks a message as mass-produced, so they are banned.
No plan, no walkthrough
It does not explain how the work would be done. Past work shows capability far better than a plan written before seeing the site.
Respects the post's rules
If the ad rules out page builders, agencies or AI-written applications, the message respects that instead of tripping over it.
Install job-application-writer
This skill ships in the writing-toolkit plugin. Add the marketplace once, then install the plugin in Claude Code.
/plugin marketplace add rodneylungayan/claude-skills
/plugin install writing-toolkit@claude-skillsAfter that the skill loads on its own whenever your request matches it. You can also invoke it by name with /job-application-writer.
- Profile
- Reads
~/.claude/profiles/job-application-writer.md. It asks for the details the first time and offers to save them there, so later runs ask nothing.
Questions about job-application-writer
- Does it work for Upwork and LinkedIn as well as OnlineJobs.ph?
- Yes. It is written for any board, careers page or email application, and it adapts the subject line to whichever one you are using.
- What if the post asks something my profile does not cover?
- It writes the application and adds a short note, clearly separate from the message, listing the question so you can answer it yourself before sending.