- scripts/resume_optimizer.py: extract_jd_signals, prioritize_gaps,
rewrite_for_ats, hallucination_check, render_resume_text
- dev_api.py: GET/POST /api/jobs/{id}/resume_optimizer + /task endpoints
- web/src/components/ResumeOptimizerPanel.vue: gap report (all tiers),
per-section LLM rewrite + hallucination badge (paid+)
- ApplyWorkspace.vue: ResumeOptimizerPanel wired in below cover letter
Closes #29
495 lines
16 KiB
Vue
495 lines
16 KiB
Vue
<template>
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<section class="rop" aria-labelledby="rop-heading">
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<h2 id="rop-heading" class="rop__heading">ATS Resume Optimizer</h2>
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<!-- ── Tier gate notice (free) ────────────────────────────────────── -->
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<p v-if="isFree" class="rop__tier-note">
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<span aria-hidden="true">🔒</span>
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Keyword gap report is free. Full AI rewrite requires a
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<strong>Paid</strong> license.
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</p>
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<!-- ── Gap report section (all tiers) ────────────────────────────── -->
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<div class="rop__gaps">
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<div class="rop__gaps-header">
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<h3 class="rop__subheading">Keyword Gap Report</h3>
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<button
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class="btn-generate"
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:disabled="gapState === 'queued' || gapState === 'running'"
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@click="runGapReport"
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>
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<span aria-hidden="true">🔍</span>
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{{ gapState === 'queued' || gapState === 'running' ? 'Analyzing…' : 'Analyze Keywords' }}
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</button>
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</div>
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<template v-if="gapState === 'queued' || gapState === 'running'">
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<div class="rop__spinner-row" role="status" aria-live="polite">
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<span class="spinner" aria-hidden="true" />
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<span>{{ gapStage ?? 'Extracting keyword gaps…' }}</span>
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</div>
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</template>
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<template v-else-if="gapState === 'failed'">
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<p class="rop__error" role="alert">Gap analysis failed. Try again.</p>
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</template>
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<template v-else-if="gaps.length > 0">
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<div class="rop__gap-list" role="list" aria-label="Keyword gaps by section">
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<div
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v-for="item in gaps"
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:key="item.term"
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class="rop__gap-item"
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:class="`rop__gap-item--p${item.priority}`"
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role="listitem"
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>
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<span class="rop__gap-section" :title="`Route to ${item.section}`">{{ item.section }}</span>
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<span class="rop__gap-term">{{ item.term }}</span>
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<span class="rop__gap-rationale">{{ item.rationale }}</span>
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</div>
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</div>
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</template>
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<template v-else-if="gapState === 'completed'">
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<p class="rop__empty">No significant keyword gaps found — your resume already covers this JD well.</p>
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</template>
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<template v-else>
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<p class="rop__hint">Click <em>Analyze Keywords</em> to see which ATS terms your resume is missing.</p>
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</template>
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</div>
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<!-- ── Full rewrite section (paid+) ──────────────────────────────── -->
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<div v-if="!isFree" class="rop__rewrite">
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<div class="rop__gaps-header">
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<h3 class="rop__subheading">Optimized Resume</h3>
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<button
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class="btn-generate"
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:disabled="rewriteState === 'queued' || rewriteState === 'running' || gaps.length === 0"
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:title="gaps.length === 0 ? 'Run gap analysis first' : ''"
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@click="runFullRewrite"
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>
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<span aria-hidden="true">✨</span>
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{{ rewriteState === 'queued' || rewriteState === 'running' ? 'Rewriting…' : 'Optimize Resume' }}
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</button>
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</div>
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<template v-if="rewriteState === 'queued' || rewriteState === 'running'">
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<div class="rop__spinner-row" role="status" aria-live="polite">
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<span class="spinner" aria-hidden="true" />
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<span>{{ rewriteStage ?? 'Rewriting resume sections…' }}</span>
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</div>
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</template>
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<template v-else-if="rewriteState === 'failed'">
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<p class="rop__error" role="alert">Resume rewrite failed. Check that a resume file is configured in Settings.</p>
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</template>
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<template v-else-if="optimizedResume">
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<!-- Hallucination warning — shown when the task message flags it -->
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<div v-if="hallucinationWarning" class="rop__hallucination-badge" role="alert">
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<span aria-hidden="true">⚠️</span>
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Hallucination check failed — the rewrite introduced content not in your original resume.
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The optimized version has been discarded; only the gap report is available.
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</div>
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<div class="rop__rewrite-toolbar">
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<span class="rop__wordcount" aria-live="polite">{{ rewriteWordCount }} words</span>
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<span class="rop__verified-badge" aria-label="Hallucination check passed">✓ Verified</span>
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</div>
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<textarea
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v-model="optimizedResume"
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class="rop__textarea"
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aria-label="Optimized resume text"
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spellcheck="false"
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/>
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<button class="btn-download" @click="downloadTxt">
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<span aria-hidden="true">📄</span> Download .txt
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</button>
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</template>
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<template v-else>
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<p class="rop__hint">
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Run <em>Analyze Keywords</em> first, then click <em>Optimize Resume</em> to rewrite your resume
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sections to naturally incorporate missing ATS keywords.
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</p>
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</template>
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</div>
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</section>
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</template>
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<script setup lang="ts">
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import { ref, computed, onMounted, onUnmounted } from 'vue'
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import { useApiFetch } from '../composables/useApi'
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import { useAppConfigStore } from '../stores/appConfig'
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const props = defineProps<{ jobId: number }>()
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const config = useAppConfigStore()
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const isFree = computed(() => config.tier === 'free')
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// ── Gap report state ─────────────────────────────────────────────────────────
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type TaskState = 'none' | 'queued' | 'running' | 'completed' | 'failed'
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const gapState = ref<TaskState>('none')
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const gapStage = ref<string | null>(null)
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const gaps = ref<Array<{ term: string; section: string; priority: number; rationale: string }>>([])
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// ── Rewrite state ────────────────────────────────────────────────────────────
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const rewriteState = ref<TaskState>('none')
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const rewriteStage = ref<string | null>(null)
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const optimizedResume = ref('')
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const hallucinationWarning = ref(false)
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const rewriteWordCount = computed(() =>
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optimizedResume.value.trim().split(/\s+/).filter(Boolean).length
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)
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// ── Task polling ─────────────────────────────────────────────────────────────
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let pollTimer: ReturnType<typeof setInterval> | null = null
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function startPolling() {
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stopPolling()
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pollTimer = setInterval(pollTaskStatus, 3000)
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}
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function stopPolling() {
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if (pollTimer !== null) {
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clearInterval(pollTimer)
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pollTimer = null
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}
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}
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async function pollTaskStatus() {
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const { data } = await useApiFetch<{ status: string; stage: string | null; message: string | null }>(
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`/api/jobs/${props.jobId}/resume_optimizer/task`
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)
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if (!data) return
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const status = data.status as TaskState
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// Update whichever phase is in-flight
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if (gapState.value === 'queued' || gapState.value === 'running') {
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gapState.value = status
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gapStage.value = data.stage ?? null
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if (status === 'completed' || status === 'failed') {
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stopPolling()
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if (status === 'completed') await loadResults()
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}
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} else if (rewriteState.value === 'queued' || rewriteState.value === 'running') {
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rewriteState.value = status
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rewriteStage.value = data.stage ?? null
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if (status === 'completed' || status === 'failed') {
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stopPolling()
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if (status === 'completed') await loadResults()
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}
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}
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}
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// ── Load existing results ────────────────────────────────────────────────────
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async function loadResults() {
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const { data } = await useApiFetch<{
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optimized_resume: string
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ats_gap_report: Array<{ term: string; section: string; priority: number; rationale: string }>
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}>(`/api/jobs/${props.jobId}/resume_optimizer`)
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if (!data) return
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if (data.ats_gap_report?.length) {
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gaps.value = data.ats_gap_report
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gapState.value = 'completed'
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}
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if (data.optimized_resume) {
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optimizedResume.value = data.optimized_resume
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rewriteState.value = 'completed'
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}
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}
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// ── Actions ──────────────────────────────────────────────────────────────────
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async function runGapReport() {
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gapState.value = 'queued'
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gapStage.value = null
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gaps.value = []
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const { error } = await useApiFetch(`/api/jobs/${props.jobId}/resume_optimizer/generate`, {
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method: 'POST',
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body: JSON.stringify({ full_rewrite: false }),
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headers: { 'Content-Type': 'application/json' },
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})
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if (error) {
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gapState.value = 'failed'
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return
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}
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startPolling()
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}
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async function runFullRewrite() {
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rewriteState.value = 'queued'
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rewriteStage.value = null
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optimizedResume.value = ''
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hallucinationWarning.value = false
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const { error } = await useApiFetch(`/api/jobs/${props.jobId}/resume_optimizer/generate`, {
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method: 'POST',
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body: JSON.stringify({ full_rewrite: true }),
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headers: { 'Content-Type': 'application/json' },
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})
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if (error) {
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rewriteState.value = 'failed'
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return
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}
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startPolling()
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}
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function downloadTxt() {
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const blob = new Blob([optimizedResume.value], { type: 'text/plain' })
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const url = URL.createObjectURL(blob)
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const a = document.createElement('a')
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a.href = url
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a.download = `resume-optimized-job-${props.jobId}.txt`
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a.click()
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URL.revokeObjectURL(url)
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}
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// ── Lifecycle ────────────────────────────────────────────────────────────────
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onMounted(async () => {
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await loadResults()
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// Resume polling if a task was still in-flight when the page last unloaded
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const { data } = await useApiFetch<{ status: string }>(
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`/api/jobs/${props.jobId}/resume_optimizer/task`
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)
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if (data?.status === 'queued' || data?.status === 'running') {
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// Restore in-flight state to whichever phase makes sense
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if (!optimizedResume.value && !gaps.value.length) {
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gapState.value = data.status as TaskState
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} else if (gaps.value.length) {
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rewriteState.value = data.status as TaskState
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}
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startPolling()
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}
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})
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onUnmounted(stopPolling)
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</script>
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<style scoped>
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.rop {
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display: flex;
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flex-direction: column;
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gap: var(--space-5, 1.25rem);
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padding: var(--space-4, 1rem);
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border-top: 1px solid var(--app-border, #e2e8f0);
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}
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.rop__heading {
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font-size: var(--font-lg, 1.125rem);
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font-weight: 600;
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color: var(--app-text, #1e293b);
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margin: 0;
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}
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.rop__subheading {
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font-size: var(--font-base, 1rem);
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font-weight: 600;
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color: var(--app-text, #1e293b);
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margin: 0;
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}
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.rop__tier-note {
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font-size: var(--font-sm, 0.875rem);
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color: var(--app-text-muted, #64748b);
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background: var(--app-surface-alt, #f8fafc);
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border: 1px solid var(--app-border, #e2e8f0);
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border-radius: var(--radius-md, 0.5rem);
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padding: var(--space-3, 0.75rem) var(--space-4, 1rem);
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margin: 0;
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}
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.rop__gaps,
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.rop__rewrite {
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display: flex;
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flex-direction: column;
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gap: var(--space-3, 0.75rem);
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}
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.rop__gaps-header {
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display: flex;
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align-items: center;
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justify-content: space-between;
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gap: var(--space-3, 0.75rem);
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}
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.rop__hint,
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.rop__empty {
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font-size: var(--font-sm, 0.875rem);
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color: var(--app-text-muted, #64748b);
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margin: 0;
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}
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.rop__error {
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font-size: var(--font-sm, 0.875rem);
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color: var(--app-danger, #dc2626);
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margin: 0;
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}
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.rop__spinner-row {
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display: flex;
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align-items: center;
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gap: var(--space-2, 0.5rem);
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font-size: var(--font-sm, 0.875rem);
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color: var(--app-text-muted, #64748b);
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}
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/* ── Gap list ─────────────────────────────────────────────────────── */
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.rop__gap-list {
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display: flex;
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flex-direction: column;
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gap: var(--space-1, 0.25rem);
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}
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.rop__gap-item {
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display: grid;
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grid-template-columns: 6rem 1fr;
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grid-template-rows: auto auto;
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gap: 0 var(--space-2, 0.5rem);
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padding: var(--space-2, 0.5rem) var(--space-3, 0.75rem);
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border-radius: var(--radius-sm, 0.25rem);
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border-left: 3px solid transparent;
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background: var(--app-surface-alt, #f8fafc);
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font-size: var(--font-sm, 0.875rem);
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}
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.rop__gap-item--p1 { border-left-color: var(--app-accent, #6366f1); }
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.rop__gap-item--p2 { border-left-color: var(--app-warning, #f59e0b); }
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.rop__gap-item--p3 { border-left-color: var(--app-border, #e2e8f0); }
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.rop__gap-section {
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grid-row: 1;
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grid-column: 1;
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font-size: var(--font-xs, 0.75rem);
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font-weight: 600;
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text-transform: uppercase;
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letter-spacing: 0.04em;
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color: var(--app-text-muted, #64748b);
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align-self: center;
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}
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.rop__gap-term {
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grid-row: 1;
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grid-column: 2;
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font-weight: 500;
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color: var(--app-text, #1e293b);
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}
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.rop__gap-rationale {
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grid-row: 2;
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grid-column: 2;
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font-size: var(--font-xs, 0.75rem);
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color: var(--app-text-muted, #64748b);
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}
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/* ── Rewrite output ───────────────────────────────────────────────── */
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.rop__rewrite-toolbar {
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display: flex;
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align-items: center;
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gap: var(--space-3, 0.75rem);
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justify-content: space-between;
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}
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.rop__wordcount {
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font-size: var(--font-sm, 0.875rem);
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color: var(--app-text-muted, #64748b);
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}
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.rop__verified-badge {
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font-size: var(--font-xs, 0.75rem);
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font-weight: 600;
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color: var(--app-success, #16a34a);
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background: color-mix(in srgb, var(--app-success, #16a34a) 10%, transparent);
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padding: 0.2em 0.6em;
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border-radius: var(--radius-full, 9999px);
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}
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.rop__hallucination-badge {
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display: flex;
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align-items: flex-start;
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gap: var(--space-2, 0.5rem);
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padding: var(--space-3, 0.75rem) var(--space-4, 1rem);
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background: color-mix(in srgb, var(--app-danger, #dc2626) 8%, transparent);
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border: 1px solid color-mix(in srgb, var(--app-danger, #dc2626) 30%, transparent);
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border-radius: var(--radius-md, 0.5rem);
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font-size: var(--font-sm, 0.875rem);
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color: var(--app-danger, #dc2626);
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}
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.rop__textarea {
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width: 100%;
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min-height: 20rem;
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padding: var(--space-3, 0.75rem);
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font-family: var(--font-mono, monospace);
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font-size: var(--font-sm, 0.875rem);
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line-height: 1.6;
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border: 1px solid var(--app-border, #e2e8f0);
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border-radius: var(--radius-md, 0.5rem);
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background: var(--app-surface, #fff);
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color: var(--app-text, #1e293b);
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resize: vertical;
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box-sizing: border-box;
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}
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.rop__textarea:focus {
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outline: 2px solid var(--app-accent, #6366f1);
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outline-offset: 2px;
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}
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/* ── Buttons (inherit app-wide classes) ──────────────────────────── */
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.btn-generate {
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display: inline-flex;
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align-items: center;
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gap: var(--space-2, 0.5rem);
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padding: var(--space-2, 0.5rem) var(--space-4, 1rem);
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background: var(--app-accent, #6366f1);
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color: #fff;
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border: none;
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border-radius: var(--radius-md, 0.5rem);
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font-size: var(--font-sm, 0.875rem);
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font-weight: 500;
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cursor: pointer;
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transition: background 0.15s;
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white-space: nowrap;
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}
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.btn-generate:hover:not(:disabled) { background: var(--app-accent-hover, #4f46e5); }
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.btn-generate:disabled { opacity: 0.6; cursor: not-allowed; }
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.btn-download {
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display: inline-flex;
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align-items: center;
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gap: var(--space-2, 0.5rem);
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padding: var(--space-2, 0.5rem) var(--space-4, 1rem);
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background: var(--app-surface-alt, #f8fafc);
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color: var(--app-text, #1e293b);
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border: 1px solid var(--app-border, #e2e8f0);
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border-radius: var(--radius-md, 0.5rem);
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font-size: var(--font-sm, 0.875rem);
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font-weight: 500;
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cursor: pointer;
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transition: background 0.15s;
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align-self: flex-start;
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}
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|
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.btn-download:hover { background: var(--app-border, #e2e8f0); }
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|
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@media (max-width: 640px) {
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.rop__gaps-header { flex-direction: column; align-items: flex-start; }
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.btn-generate { width: 100%; justify-content: center; }
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}
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</style>
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