Application packager
AI agent toolkit for Korean job applications, from resume evidence to tailored cover letters and interview prep
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Create a company-specific job application package from a JD, resume.md, cover letter drafts, HR review, and optional company values input. Use when the user wants 지원 패키지, submission checklist, application folder structure, final answer snippets, email draft support, or safe pre-submission preparation without automatic final submission.
SKILL.md
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Application Packager
Create submission-ready materials, but do not submit applications automatically.
Trigger
Use this skill after the JD analysis, cover letter draft/final, evidence map, HR review, and optional interview prep are ready or when the user asks to assemble a final Korean application package.
Do Not Trigger
Do not use this skill to bypass HR review, submit an application, send email, log in, solve CAPTCHA, or transmit personal information.
Autonomy Level
DoF: LOW
Create and validate the package structure deterministically. Do not mark an application submitted unless the user explicitly confirms manual submission.
Permitted inferences:
- ASCII package slug from company and role.
- Missing package files from the canonical package structure.
Prohibited inferences:
- Do not create unsupported cover letter claims.
- Do not invent deadlines, required documents, or submission status.
Input Contract
Required context:
- Company name and role name.
- JD or
applications/<company-role>/jd-analysis.md. resume.md.- Cover letter draft or final.
applications/<company-role>/evidence-map.md.applications/<company-role>/hr-review.md.
Optional context:
- Company values analysis.
applications/<company-role>/interview-prep.md.- Deadline, file requirements, and length limits.
Required parameters:
company: target company name.role: target role title.
Outputs produced:
applications/<company-role>/workflow.mdapplications/<company-role>/submission-checklist.md
Inputs
- company name
- role name
- JD or JD analysis
resume.md- cover letter draft or final
- optional company values analysis
- deadline, file requirements, and length limits if available
Workflow
- Normalize the application slug as
company-role. - Create or propose the package structure from
references/package-structure.md. - Save JD analysis, company values analysis, cover letter draft/final, evidence map, and checklist.
- Save interview preparation when available.
- Check company name, role name, file names, length limits, and required attachments.
- Prepare manual submission snippets or email draft text when requested.
- Record submission status only after the user confirms what happened.
Hard Rules
- Do not click or trigger a final submit/send action.
- Do not bypass CAPTCHA, login, payment, consent, or sensitive personal information prompts.
- Do not create unsupported claims that are absent from
resume.md. - Do not auto-create user data during skill installation. Create files only when the user asks during a task.
Output
## Application Package
- Company:
- Role:
- Deadline:
- Package Path:
- Included Files:
- Missing Inputs:
- Interview Prep:
- Submission Checklist:
- Manual Submission Notes:
Fallback
If final cover letter text is not ready, call for cover-letter-writer and hr-reviewer work before packaging.