prep-application
Skill5 starsChanged 24 days agoMITView on GitHub
Prepare an application for one specific role. Saves the job description, maps its requirements against the user's CV, drafts tailored CV bullets and a cover letter or answers to application questions, lists likely tests and interview questions, and tracks the deadline. Use when the user says "prep/help me apply for <role>", "shortlist <role>", "write a cover letter for <role>", or shares a job link they want to apply to.
In this repository15 other files it gives its agents.
- AGENTS.mdAGENTS.md
- CLAUDE.mdCLAUDE.md
- add-moduleSkill
- create-flashcardsSkill
- create-study-timetableSkill
- employer-insightsSkill
- exam-practiceSkill
- find-rolesSkill
- setup-careersSkill
- setup-obsidianSkill
- setup-workspaceSkill
- setup-yearSkill
- sync-moodleSkill
- weekly-reviewSkill
- whats-dueSkill
The file
We split this skill into the rules it gives an agent
4 rules. About 0 are common, 1 is distinctive, and 3 are very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈1
Distinctive · estimate
This author's own choices. Worth a look.
3
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Very specific: line 14
Create careers/roles/<id>/.
- Very specific: line 32
Application questions: if the form has them ("Why us?", "Describe a time…"), draft STAR-structured answers using only real experience from …
- Very specific: line 42
Add a row to careers/APPLICATIONS.md: stage To apply, the closing date (or "rolling, aim for <date one week from today>"), and the folder.
- Distinctive: line 50
If the brief or module files say GenAI use is restricted for something, respect it.
≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Prep an application
Inputs: a role (an ID from careers/ROLES.md, a link or pasted text), plus careers/CV.md and
careers/BRIEF.md. If careers/TRACKER.md exists, roles and applications live in that tracker (Obsidian
role notes or a spreadsheet) instead of ROLES.md / APPLICATIONS.md, so read and update the role there (see
TRACKER.md). With Obsidian notes, link the prep files from the role note's Prep heading.
1. Folder and job description
Create careers/roles/<id>/. Save the full job description as job.md (title, employer, link, date
saved, then the text). Pages often disappear after the closing date, so save everything, including the
eligibility and process sections.
2. Fit map (fit.md)
A table mapping each requirement from the description to evidence in CV.md (quote it), and a rating: Strong / Partial / Gap. Under the table:
- Top 3 selling points for this role.
- Gaps and how to handle them: reframe real experience, mention relevant modules or projects from
projects/, or accept the gap. Never suggest claiming something that isn't true. - Employer research: 3–5 facts worth knowing (what they do, recent news, values they emphasise), each with a source link.
3. Drafts (drafts.md)
- CV tweaks: reordered or reworded bullets from CV.md that foreground what this role wants. Rewording only; no new claims.
- Cover letter (if asked for or useful): under 350 words, specific to this employer and role, in the student's voice (UK English). Mark it clearly as a draft for them to rewrite.
- Application questions: if the form has them ("Why us?", "Describe a time…"), draft STAR-structured
answers using only real experience from CV.md. Leave
[add detail]where only the student can fill in.
4. Process prep (prep.md)
List the stages from the job description. For each: what it involves, how to practise (e.g. HackerRank easy/medium problems in their language, numerical reasoning practice, the employer's own practice tests), and 5–8 likely interview questions (technical and behavioural) for this role.
5. Track it
- Set the role's status in ROLES.md to
shortlisted. - Add a row to
careers/APPLICATIONS.md: stage To apply, the closing date (or "rolling, aim for<date one week from today>"), and the folder. - With a tracker (TRACKER.md), do the equivalent on the role's note or row instead (TRACKER.md says which columns: e.g. priority Now, stage Not applied, next step + date), adding the row first if the role came from a link.
- Say what the student needs to do next, and by when.
Rules
- The student submits. Never fill in or submit application forms.
- If the brief or module files say GenAI use is restricted for something, respect it. Many employers also ask that applications be the candidate's own work, so frame drafts as starting points and remind them once.
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

