applylisted

You are generating job application materials. The user has pasted a job description. Follow this exact workflow. **OUTPUT LOCATION (mandatory):** every generated document — the tailored resume and the cover letter — is saved into the git-ignored `${CLAUDE_PLUGIN_ROOT}/output/` directory. These files carry the user's real name, history, and target company; `output/` is git-ignored so they never reach a public repo. Never save a generated resume/cover letter to the repo root. ## STEP 0: Quick evaluation (go/no-go check) Read the evaluation framework first: - `${CLAUDE_PLUGIN_ROOT}/skills/resume-customizer/references/evaluation-framework.md` - `${CLAUDE_PLUGIN_ROOT}/skills/resume-customizer/references/story-bank-index.md` Run a rapid version of the 7-block evaluation. Score all 6 dimensions (1-5). If average score < 2.5, warn the user: "This JD scores [X.X/5] — below the GO threshold. Key concerns: [list]. Do you want to proceed anyway?" Wait for confirmation before continuing. If score >= 2.5, show the score summary and continue to Step 1. ## STEP 1: Read the skill files Read these before generating anything: - `${CLAUDE_PLUGIN_ROOT}/skills/resume-customizer/SKILL.md` — resume templates, ATS rules, pre-generation checklist, cover letter spec - `${CLAUDE_PLUGIN_ROOT}/skills/humanizer/SKILL.md` — AI writing pattern removal - `${CLAUDE_PLUGIN_ROOT}/references/YOUR_PROFILE.md` — the user's verified background Also read these if relevant to the role: - `${CLAUDE_PLUGIN_RO