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e1a4ccf7a0e842b9a76bf84fffb5786e6ddb2c08
claw-apply/lib/form_filler.mjs
Matthew Jackson e1a4ccf7a0 Fix model ID to use full claude-sonnet-4-6-20251101 
Short alias was returning 404 from Anthropic API.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-03-06 20:35:27 -08:00

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/**
* form_filler.mjs — Generic form filling
* Config-driven: answers loaded from answers.json
* Returns list of unknown required fields
*
* Performance: uses a single evaluate() to snapshot all form state from the DOM,
* does answer matching locally in Node, then only makes CDP calls to fill/click.
*/
import { writeFileSync, renameSync } from 'fs';
import {
DEFAULT_YEARS_EXPERIENCE, DEFAULT_DESIRED_SALARY,
MINIMUM_SALARY_FACTOR, DEFAULT_SKILL_RATING,
LINKEDIN_EASY_APPLY_MODAL_SELECTOR, FORM_PATTERN_MAX_LENGTH,
AUTOCOMPLETE_WAIT, AUTOCOMPLETE_TIMEOUT, ANTHROPIC_API_URL
} from './constants.mjs';
/**
* Normalize answers from either format:
* Object: { "question": "answer" } -> [{ pattern: "question", answer: "answer" }]
* Array: [{ pattern, answer }] -> as-is
*/
function normalizeAnswers(answers) {
if (!answers) return [];
if (Array.isArray(answers)) return answers;
if (typeof answers === 'object') {
return Object.entries(answers).map(([pattern, answer]) => ({ pattern, answer: String(answer) }));
}
return [];
}
/**
* Extract label text from a DOM node. Runs inside evaluate().
* Checks: label[for], aria-label, aria-labelledby, ancestor label, placeholder, name.
*/
function extractLabel(node) {
const id = node.id;
const forLabel = id ? document.querySelector(`label[for="${id}"]`)?.textContent?.trim() : '';
const ariaLabel = node.getAttribute('aria-label') || '';
const ariaLabelledBy = node.getAttribute('aria-labelledby');
const linked = ariaLabelledBy ? document.getElementById(ariaLabelledBy)?.textContent?.trim() : '';
let ancestorLabel = '';
if (!forLabel && !ariaLabel && !linked) {
let parent = node.parentElement;
for (let i = 0; i < 5 && parent; i++) {
const lbl = parent.querySelector('label');
if (lbl) {
ancestorLabel = lbl.textContent?.trim() || '';
break;
}
parent = parent.parentElement;
}
}
let raw = forLabel || ariaLabel || linked || ancestorLabel || node.placeholder || node.name || '';
raw = raw.replace(/\s+/g, ' ').replace(/\s*\*\s*$/, '').replace(/\s*Required\s*$/i, '').trim();
// Deduplicate repeated label text (LinkedIn renders label text twice)
if (raw.length > 8) {
const half = Math.ceil(raw.length / 2);
const firstHalf = raw.slice(0, half).trim();
const secondHalf = raw.slice(half).trim();
if (firstHalf === secondHalf) {
raw = firstHalf;
} else {
// Also check with space separator: "ABC ABC" -> "ABC"
const spaceIdx = raw.indexOf(' ', Math.floor(raw.length / 2) - 2);
if (spaceIdx > 0) {
const left = raw.slice(0, spaceIdx).trim();
const right = raw.slice(spaceIdx).trim();
if (left === right) raw = left;
}
}
}
return raw;
}
/**
* Check if a node is required. Runs inside evaluate().
*/
function checkRequired(node) {
if (node.required || node.getAttribute('required') !== null) return true;
if (node.getAttribute('aria-required') === 'true') return true;
const id = node.id;
if (id) {
const label = document.querySelector(`label[for="${id}"]`);
if (label && label.textContent.includes('*')) return true;
}
let parent = node.parentElement;
for (let i = 0; i < 5 && parent; i++) {
const lbl = parent.querySelector('label');
if (lbl && lbl.textContent.includes('*')) return true;
const reqSpan = parent.querySelector('[class*="required"], .artdeco-text-input--required');
if (reqSpan) return true;
parent = parent.parentElement;
}
return false;
}
/**
* Normalize a fieldset legend, same logic as extractLabel dedup.
*/
function normalizeLegend(el) {
let raw = (el.textContent || '').replace(/\s+/g, ' ').replace(/\s*\*\s*$/, '').replace(/\s*Required\s*$/i, '').trim();
if (raw.length > 8) {
const half = Math.ceil(raw.length / 2);
const firstHalf = raw.slice(0, half).trim();
const secondHalf = raw.slice(half).trim();
if (firstHalf === secondHalf) {
raw = firstHalf;
} else {
const spaceIdx = raw.indexOf(' ', Math.floor(raw.length / 2) - 2);
if (spaceIdx > 0) {
const left = raw.slice(0, spaceIdx).trim();
const right = raw.slice(spaceIdx).trim();
if (left === right) raw = left;
}
}
}
return raw;
}
export class FormFiller {
constructor(profile, answers, opts = {}) {
this.profile = profile;
this.answers = normalizeAnswers(answers); // [{ pattern, answer }]
this.apiKey = opts.apiKey || null;
this.answersPath = opts.answersPath || null;
this.jobContext = opts.jobContext || {};
}
saveAnswer(pattern, answer) {
if (!pattern || !answer) return;
const existing = this.answers.findIndex(a => a.pattern === pattern);
if (existing >= 0) return;
this.answers.push({ pattern, answer });
if (this.answersPath) {
try {
const tmp = this.answersPath + '.tmp';
writeFileSync(tmp, JSON.stringify(this.answers, null, 2));
renameSync(tmp, this.answersPath);
} catch { /* best effort */ }
}
}
answerFor(label) {
if (!label) return null;
const l = label.toLowerCase();
// Check custom answers first
for (const entry of this.answers) {
try {
if (entry.pattern.length > FORM_PATTERN_MAX_LENGTH) throw new Error('pattern too long');
const re = new RegExp(entry.pattern, 'i');
if (re.test(l)) return String(entry.answer);
} catch {
if (l.includes(entry.pattern.toLowerCase())) return String(entry.answer);
}
}
const p = this.profile;
// Contact
if (l.includes('first name') && !l.includes('last')) return p.name?.first || null;
if (l.includes('last name')) return p.name?.last || null;
if (l.includes('full name') || l === 'name') {
const first = p.name?.first;
const last = p.name?.last;
return (first && last) ? `${first} ${last}` : null;
}
if (l.includes('email')) return p.email || null;
if (l.includes('phone') || l.includes('mobile')) return p.phone || null;
if (l.includes('street') || (l.includes('address') && !l.includes('email'))) return p.location?.address || '';
if (l.includes('city') && !l.includes('remote')) return p.location?.city || null;
if (l.includes('zip') || l.includes('postal')) return p.location?.zip || null;
if (l.includes('country code') || l.includes('phone country')) return 'United States (+1)';
if (l.includes('country')) return p.location?.country || null;
if (l.includes('state') && !l.includes('statement')) return p.location?.state || null;
if (l.includes('linkedin')) return p.linkedin_url || null;
if (l.includes('website') || l.includes('portfolio')) return p.linkedin_url || null;
if (l.includes('twitter') || l.includes('github') || l.includes('instagram') || l.includes('facebook')) return '';
if (l.includes('currently located') || l.includes('current location') || l.includes('where are you')) {
return `${p.location?.city || ''}, ${p.location?.state || ''}`.trim().replace(/^,\s*|,\s*$/, '');
}
if (l.includes('hear about') || l.includes('how did you find') || l.includes('how did you hear')) return 'LinkedIn';
// Work auth
if (l.includes('sponsor') || l.includes('visa')) return p.work_authorization?.requires_sponsorship ? 'Yes' : 'No';
if (l.includes('relocat')) return p.willing_to_relocate ? 'Yes' : 'No';
if (l.includes('authoriz') || l.includes('eligible') || l.includes('legally') || l.includes('work in the u') || l.includes('right to work')) {
return p.work_authorization?.authorized ? 'Yes' : 'No';
}
if (l.includes('remote') && (l.includes('willing') || l.includes('comfortable') || l.includes('able to'))) return 'Yes';
// Experience
if (l.includes('year') && (l.includes('experienc') || l.includes('exp') || l.includes('work'))) {
if (l.includes('enterprise') || l.includes('b2b')) return '5';
if (l.includes('crm') || l.includes('salesforce') || l.includes('hubspot') || l.includes('database')) return '7';
if (l.includes('cold') || l.includes('outbound') || l.includes('prospecting')) return '5';
if (l.includes('sales') || l.includes('revenue') || l.includes('quota') || l.includes('account')) return '7';
if (l.includes('saas') || l.includes('software') || l.includes('tech')) return '7';
if (l.includes('manag') || l.includes('leadership')) return '3';
return String(p.years_experience || DEFAULT_YEARS_EXPERIENCE);
}
// 1-10 scale
if (l.includes('1 - 10') || l.includes('1-10') || l.includes('scale of 1') || l.includes('rate your')) {
if (l.includes('cold') || l.includes('outbound') || l.includes('prospecting')) return '9';
if (l.includes('sales') || l.includes('selling') || l.includes('revenue') || l.includes('gtm')) return '9';
if (l.includes('enterprise') || l.includes('b2b')) return '9';
if (l.includes('technical') || l.includes('engineering')) return '7';
if (l.includes('crm') || l.includes('salesforce')) return '8';
return DEFAULT_SKILL_RATING;
}
// Compensation
if (l.includes('salary') || l.includes('compensation') || l.includes('expected pay')) return String(p.desired_salary || '');
if (l.includes('minimum') && l.includes('salary')) return String(Math.round((p.desired_salary || DEFAULT_DESIRED_SALARY) * MINIMUM_SALARY_FACTOR));
// Dates
if (l.includes('start date') || l.includes('when can you start') || l.includes('available to start')) return 'Immediately';
if (l.includes('notice period')) return '2 weeks';
// Education
if (l.includes('degree') || l.includes('bachelor')) return 'No';
// Cover letter
if (l.includes('cover letter') || l.includes('additional info') || l.includes('tell us') ||
l.includes('why do you') || l.includes('about yourself') || l.includes('message to')) {
return p.cover_letter || '';
}
return null;
}
isHoneypot(label) {
const l = (label || '').toLowerCase();
return l.includes('digit code') || l.includes('secret word') || l.includes('not apply on linkedin') ||
l.includes('best way to apply') || l.includes('hidden code') || l.includes('passcode');
}
// Keep these for external callers (test scripts etc)
async getLabel(el) {
return await el.evaluate(extractLabel).catch(() => '');
}
async isRequired(el) {
return await el.evaluate(checkRequired).catch(() => false);
}
async aiAnswerFor(label, opts = {}) {
if (!this.apiKey) return null;
const savedAnswers = this.answers.map(a => `Q: "${a.pattern}" -> A: "${a.answer}"`).join('\n');
const optionsHint = opts.options?.length ? `\nAvailable options: ${opts.options.join(', ')}` : '';
const systemPrompt = `You are helping a job candidate fill out application forms. You have access to their profile and previously answered questions.
Rules:
- If this question is a variation of a previously answered question, return the SAME answer
- For yes/no or multiple choice, return ONLY the exact option text
- For short-answer fields, be brief and direct (1 line)
- Use first person
- NEVER guess or fabricate factual information (addresses, numbers, dates, credentials, etc.) — if you don't know, return exactly: UNKNOWN
- Just the answer text — no preamble, no explanation, no quotes`;
const userPrompt = `Candidate: ${this.profile.name?.first} ${this.profile.name?.last}
Location: ${this.profile.location?.city}, ${this.profile.location?.state}
Years experience: ${this.profile.years_experience || 7}
Applying for: ${this.jobContext.title || 'a role'} at ${this.jobContext.company || 'a company'}
Previously answered questions:
${savedAnswers || '(none yet)'}
New question: "${label}"${optionsHint}
Answer:`;
try {
const res = await fetch(ANTHROPIC_API_URL, {
method: 'POST',
headers: {
'Content-Type': 'application/json',
'x-api-key': this.apiKey,
'anthropic-version': '2023-06-01',
},
body: JSON.stringify({
model: 'claude-sonnet-4-6-20251101',
max_tokens: 256,
system: systemPrompt,
messages: [{ role: 'user', content: userPrompt }],
}),
});
if (!res.ok) return null;
const data = await res.json();
const answer = data.content?.[0]?.text?.trim() || null;
if (answer === 'UNKNOWN') {
console.log(` [AI] "${label}" -> UNKNOWN (skipping)`);
return null;
}
if (answer) console.log(` [AI] "${label}" -> "${answer}"`);
return answer;
} catch {
return null;
}
}
async selectOptionFuzzy(sel, answer) {
const exactWorked = await sel.selectOption({ label: answer }).then(() => true).catch(() => false);
if (exactWorked) return;
// Batch-read all option texts in one evaluate instead of per-element textContent() calls
const target = answer.trim().toLowerCase();
const optTexts = await sel.evaluate(el =>
Array.from(el.options).map(o => o.textContent?.trim() || '')
).catch(() => []);
const exact = optTexts.find(t => t.toLowerCase() === target);
if (exact) { await sel.selectOption({ label: exact }).catch(() => {}); return; }
const substring = optTexts.find(t => t.toLowerCase().includes(target));
if (substring) { await sel.selectOption({ label: substring }).catch(() => {}); return; }
await sel.selectOption({ value: answer }).catch(() => {});
}
async selectAutocomplete(page, container) {
const selectors = '[role="option"], [role="listbox"] li, ul[class*="autocomplete"] li';
const option = await container.waitForSelector(selectors, {
timeout: AUTOCOMPLETE_TIMEOUT, state: 'visible',
}).catch(() => {
return page.waitForSelector(selectors, {
timeout: AUTOCOMPLETE_TIMEOUT, state: 'visible',
}).catch(() => null);
});
if (option) {
await option.click().catch(() => {});
await page.waitForTimeout(AUTOCOMPLETE_WAIT);
}
}
/**
* Snapshot all form fields from the DOM in a single evaluate() call.
* Returns a plain JSON object describing every field, avoiding per-element CDP round-trips.
*/
async _snapshotFields(container) {
return await container.evaluate((rootOrUndefined) => {
// When container is an ElementHandle, root is the element.
// When container is a Page, root is undefined — use document.
const root = rootOrUndefined || document;
function _extractLabel(node) {
const id = node.id;
const forLabel = id ? document.querySelector('label[for="' + id + '"]')?.textContent?.trim() : '';
const ariaLabel = node.getAttribute('aria-label') || '';
const ariaLabelledBy = node.getAttribute('aria-labelledby');
const linked = ariaLabelledBy ? document.getElementById(ariaLabelledBy)?.textContent?.trim() : '';
let ancestorLabel = '';
if (!forLabel && !ariaLabel && !linked) {
let parent = node.parentElement;
for (let i = 0; i < 5 && parent; i++) {
const lbl = parent.querySelector('label');
if (lbl) {
ancestorLabel = lbl.textContent?.trim() || '';
break;
}
parent = parent.parentElement;
}
}
let raw = forLabel || ariaLabel || linked || ancestorLabel || node.placeholder || node.name || '';
raw = raw.replace(/\s+/g, ' ').replace(/\s*\*\s*$/, '').replace(/\s*Required\s*$/i, '').trim();
if (raw.length > 8) {
const half = Math.ceil(raw.length / 2);
const firstHalf = raw.slice(0, half).trim();
const secondHalf = raw.slice(half).trim();
if (firstHalf === secondHalf) {
raw = firstHalf;
} else {
const spaceIdx = raw.indexOf(' ', Math.floor(raw.length / 2) - 2);
if (spaceIdx > 0) {
const left = raw.slice(0, spaceIdx).trim();
const right = raw.slice(spaceIdx).trim();
if (left === right) raw = left;
}
}
}
return raw;
}
function _checkRequired(node) {
if (node.required || node.getAttribute('required') !== null) return true;
if (node.getAttribute('aria-required') === 'true') return true;
const id = node.id;
if (id) {
const label = document.querySelector('label[for="' + id + '"]');
if (label && label.textContent.includes('*')) return true;
}
let parent = node.parentElement;
for (let i = 0; i < 5 && parent; i++) {
const lbl = parent.querySelector('label');
if (lbl && lbl.textContent.includes('*')) return true;
const reqSpan = parent.querySelector('[class*="required"], .artdeco-text-input--required');
if (reqSpan) return true;
parent = parent.parentElement;
}
return false;
}
function _normalizeLegend(el) {
let raw = (el.textContent || '').replace(/\s+/g, ' ').replace(/\s*\*\s*$/, '').replace(/\s*Required\s*$/i, '').trim();
if (raw.length > 8) {
const half = Math.ceil(raw.length / 2);
const firstHalf = raw.slice(0, half).trim();
const secondHalf = raw.slice(half).trim();
if (firstHalf === secondHalf) {
raw = firstHalf;
} else {
const spaceIdx = raw.indexOf(' ', Math.floor(raw.length / 2) - 2);
if (spaceIdx > 0) {
const left = raw.slice(0, spaceIdx).trim();
const right = raw.slice(spaceIdx).trim();
if (left === right) raw = left;
}
}
}
return raw;
}
function isVisible(el) {
if (!el.offsetParent && el.style.position !== 'fixed') return false;
const style = window.getComputedStyle(el);
return style.display !== 'none' && style.visibility !== 'hidden' && style.opacity !== '0';
}
const result = {
resumeRadios: [],
hasFileInput: false,
inputs: [],
textareas: [],
fieldsets: [],
selects: [],
checkboxes: [],
};
// Resume radios
const resumeInputs = root.querySelectorAll('input[type="radio"][aria-label*="resume"], input[type="radio"][aria-label*="Resume"]');
let resumeChecked = false;
resumeInputs.forEach((r, i) => {
if (r.checked) resumeChecked = true;
result.resumeRadios.push({ index: i, checked: r.checked });
});
result.resumeChecked = resumeChecked;
// File input
result.hasFileInput = !!root.querySelector('input[type="file"]');
// Tag each element with data-claw-idx so we can reliably find it later
// (avoids fragile positional index matching between snapshot and querySelectorAll)
let idx = 0;
// Text / number / url / email / tel inputs
const inputEls = root.querySelectorAll('input[type="text"], input[type="number"], input[type="url"], input[type="email"], input[type="tel"]');
inputEls.forEach((inp) => {
if (!isVisible(inp)) return;
const tag = 'inp-' + (idx++);
inp.setAttribute('data-claw-idx', tag);
result.inputs.push({ tag, label: _extractLabel(inp), value: inp.value || '', placeholder: inp.placeholder || '', required: _checkRequired(inp), type: inp.type });
});
// Textareas
const taEls = root.querySelectorAll('textarea');
taEls.forEach((ta) => {
if (!isVisible(ta)) return;
const tag = 'ta-' + (idx++);
ta.setAttribute('data-claw-idx', tag);
result.textareas.push({ tag, label: _extractLabel(ta), value: ta.value || '', placeholder: ta.placeholder || '', required: _checkRequired(ta) });
});
// Fieldsets
const fsEls = root.querySelectorAll('fieldset');
fsEls.forEach((fs) => {
const legend = fs.querySelector('legend');
if (!legend) return;
const leg = _normalizeLegend(legend);
if (!leg) return;
const tag = 'fs-' + (idx++);
fs.setAttribute('data-claw-idx', tag);
const checkboxes = fs.querySelectorAll('input[type="checkbox"]');
const isCheckboxGroup = checkboxes.length > 0;
const radios = fs.querySelectorAll('input[type="radio"]');
let anyChecked = false;
radios.forEach(r => { if (r.checked) anyChecked = true; });
checkboxes.forEach(c => { if (c.checked) anyChecked = true; });
const options = [];
fs.querySelectorAll('label').forEach(lbl => {
const t = (lbl.textContent || '').trim();
if (t) options.push(t);
});
const selectInFs = fs.querySelector('select');
const selectOptions = [];
if (selectInFs) {
selectInFs.querySelectorAll('option').forEach(opt => {
const t = (opt.textContent || '').trim();
if (t && !/^select/i.test(t)) selectOptions.push(t);
});
}
result.fieldsets.push({
tag, legend: leg, isCheckboxGroup,
anyChecked, options, hasSelect: !!selectInFs, selectOptions,
});
});
// Selects (standalone)
const selEls = root.querySelectorAll('select');
selEls.forEach((sel) => {
if (!isVisible(sel)) return;
const inFieldset = !!sel.closest('fieldset')?.querySelector('legend');
const tag = 'sel-' + (idx++);
sel.setAttribute('data-claw-idx', tag);
result.selects.push({
tag, label: _extractLabel(sel), value: sel.value || '',
selectedText: sel.options[sel.selectedIndex]?.textContent?.trim() || '',
required: _checkRequired(sel), inFieldset,
options: Array.from(sel.querySelectorAll('option'))
.map(o => (o.textContent || '').trim())
.filter(t => t && !/^select/i.test(t)),
});
});
// Checkboxes (standalone)
const cbEls = root.querySelectorAll('input[type="checkbox"]');
cbEls.forEach((cb) => {
if (!isVisible(cb)) return;
if (cb.closest('fieldset')?.querySelector('legend')) return;
const tag = 'cb-' + (idx++);
cb.setAttribute('data-claw-idx', tag);
result.checkboxes.push({ tag, label: _extractLabel(cb), checked: cb.checked });
});
return result;
}).catch(() => null);
}
/**
* Fill all fields in a container (page or modal element).
* Uses _snapshotFields() to batch-read all DOM state in one call,
* then only makes individual CDP calls for elements that need action.
* Returns array of unknown required field labels.
*/
async fill(page, resumePath) {
const unknown = [];
const container = await page.$(LINKEDIN_EASY_APPLY_MODAL_SELECTOR) || page;
// Single DOM snapshot — all labels, values, visibility, required status
const snap = await this._snapshotFields(container);
if (!snap) return unknown;
// Log field counts for debugging
const counts = [snap.inputs.length && `${snap.inputs.length} inputs`, snap.textareas.length && `${snap.textareas.length} textareas`, snap.fieldsets.length && `${snap.fieldsets.length} fieldsets`, snap.selects.length && `${snap.selects.length} selects`, snap.checkboxes.length && `${snap.checkboxes.length} checkboxes`].filter(Boolean);
if (counts.length > 0) console.log(` [fill] ${counts.join(', ')}`);
// Helper: find element by data-claw-idx tag
const byTag = (tag) => container.$(`[data-claw-idx="${tag}"]`);
// --- Resume ---
if (snap.resumeRadios.length > 0 && !snap.resumeChecked) {
const radios = await container.$$('input[type="radio"][aria-label*="resume"], input[type="radio"][aria-label*="Resume"]');
if (radios[0]) await radios[0].click().catch(() => {});
} else if (snap.resumeRadios.length === 0 && snap.hasFileInput && resumePath) {
const fileInput = await container.$('input[type="file"]');
if (fileInput) {
// Skip if the file input doesn't accept our resume format (e.g. image-only uploads)
const accept = await fileInput.getAttribute('accept').catch(() => '') || '';
const acceptsResume = !accept || /pdf|doc|docx/i.test(accept);
if (acceptsResume) await fileInput.setInputFiles(resumePath).catch(() => {});
}
}
// --- Inputs (text/number/url/email/tel) ---
for (const field of snap.inputs) {
const lbl = field.label;
const ll = lbl.toLowerCase();
// Phone — always overwrite
if (ll.includes('phone') || ll.includes('mobile')) {
const el = await byTag(field.tag);
if (!el) continue;
await el.click({ clickCount: 3 }).catch(() => {});
await el.fill(this.profile.phone || '').catch(() => {});
continue;
}
if (!lbl) continue;
if (field.value?.trim()) continue;
if (this.isHoneypot(lbl)) return [{ label: lbl, honeypot: true }];
// Date fields — detect by placeholder format (e.g. "MM/DD/YYYY")
const ph = (field.placeholder || '').toUpperCase();
if (ph.includes('MM') && ph.includes('DD') && ph.includes('YYYY')) {
const now = new Date();
const dateStr = `${String(now.getMonth() + 1).padStart(2, '0')}/${String(now.getDate()).padStart(2, '0')}/${now.getFullYear()}`;
const el = await byTag(field.tag);
if (el) await el.fill(dateStr).catch(() => {});
continue;
}
let formatHint = field.placeholder ? `(format: ${field.placeholder})` : '';
if (field.type === 'number') formatHint = '(must be a number, no text or units)';
let answer = this.answerFor(lbl);
// answerFor returns null (no match) vs '' (intentionally blank — skip AI, leave empty)
// For number fields, always try AI if no answer — LinkedIn validates them even if not marked required
const needsAnswer = field.required || field.type === 'number';
if (answer === null && needsAnswer) {
answer = await this.aiAnswerFor(formatHint ? `${lbl} ${formatHint}` : lbl);
if (answer) this.saveAnswer(lbl, answer);
}
// For number fields, extract just the numeric value
if (answer && field.type === 'number') {
const num = String(answer).replace(/[^\d.]/g, '');
if (num) answer = num;
}
if (answer === '') {
// Intentionally blank (e.g. street address) — skip without reporting unknown
continue;
}
if (answer && answer !== this.profile.cover_letter) {
const el = await byTag(field.tag);
if (!el) continue;
await el.fill(String(answer)).catch(() => {});
if (ll.includes('city') || ll.includes('location') || ll.includes('located')) {
await this.selectAutocomplete(page, container);
}
} else if (needsAnswer) {
unknown.push(lbl);
}
}
// --- Textareas ---
for (const field of snap.textareas) {
if (field.value?.trim()) continue;
const taFormatHint = field.placeholder ? `(format: ${field.placeholder})` : '';
let answer = this.answerFor(field.label);
if (!answer && field.required) {
answer = await this.aiAnswerFor(taFormatHint ? `${field.label} ${taFormatHint}` : field.label);
if (answer) this.saveAnswer(field.label, answer);
}
if (answer) {
const el = await byTag(field.tag);
if (el) await el.fill(answer).catch(() => {});
} else if (field.required) {
unknown.push(field.label);
}
}
// --- Fieldsets (radios and checkbox groups) ---
for (const field of snap.fieldsets) {
if (!field.isCheckboxGroup && field.anyChecked) continue;
let answer = this.answerFor(field.legend);
if (answer && field.options.length > 0) {
const ansLower = answer.toLowerCase();
const matches = field.options.some(o =>
o.toLowerCase() === ansLower || o.toLowerCase().includes(ansLower) || ansLower.includes(o.toLowerCase())
);
if (!matches) answer = null;
}
if (!answer) {
answer = await this.aiAnswerFor(field.legend, { options: field.options });
if (answer) this.saveAnswer(field.legend, answer);
}
if (answer) {
const fs = await byTag(field.tag);
if (!fs) continue;
const labels = await fs.$$('label');
if (field.isCheckboxGroup) {
const selections = answer.split(',').map(s => s.trim().toLowerCase());
for (const lbl of labels) {
const text = (await lbl.textContent().catch(() => '') || '').trim();
if (selections.some(s => text.toLowerCase() === s || text.toLowerCase().includes(s))) {
await lbl.click().catch(() => {});
}
}
} else {
let clicked = false;
for (const lbl of labels) {
const text = (await lbl.textContent().catch(() => '') || '').trim();
if (text.toLowerCase() === answer.toLowerCase() ||
text.toLowerCase().startsWith(answer.toLowerCase())) {
await lbl.click().catch(() => {});
clicked = true;
break;
}
}
if (clicked) {
const nowChecked = await fs.$('input:checked');
if (!nowChecked) {
const radios = await fs.$$('input[type="radio"]');
for (const radio of radios) {
const val = await radio.evaluate(el => el.value || el.nextSibling?.textContent?.trim() || '').catch(() => '');
if (val.toLowerCase() === answer.toLowerCase() ||
val.toLowerCase().startsWith(answer.toLowerCase())) {
await radio.click({ force: true }).catch(() => {});
break;
}
}
}
}
if (!clicked || !(await fs.$('input:checked'))) {
if (field.hasSelect) {
const sel = await fs.$('select');
if (sel) await this.selectOptionFuzzy(sel, answer);
}
}
}
} else {
unknown.push(field.legend);
}
}
// --- Selects (standalone) ---
for (const field of snap.selects) {
if (field.inFieldset) continue;
const existing = field.selectedText || field.value || '';
if (existing && !/^select an? /i.test(existing)) continue;
let answer = this.answerFor(field.label);
if (answer && field.options.length > 0) {
const ansLower = answer.toLowerCase();
const matches = field.options.some(o =>
o.toLowerCase() === ansLower || o.toLowerCase().includes(ansLower) || ansLower.includes(o.toLowerCase())
);
if (!matches) answer = null;
}
if (!answer) {
const ll = field.label.toLowerCase();
if (ll.includes('race') || ll.includes('ethnicity') || ll.includes('gender') ||
ll.includes('veteran') || ll.includes('disability') || ll.includes('identification')) {
const declineOpt = field.options.find(t => /prefer not|decline|do not wish|i don/i.test(t));
if (declineOpt) {
const sel = await byTag(field.tag);
if (sel) await sel.selectOption({ label: declineOpt }).catch(() => {});
}
continue;
}
if (field.required) {
answer = await this.aiAnswerFor(field.label, { options: field.options });
if (answer) {
this.saveAnswer(field.label, answer);
} else {
unknown.push({ label: field.label, type: 'select', options: field.options });
continue;
}
}
}
if (answer) {
const sel = await byTag(field.tag);
if (sel) await this.selectOptionFuzzy(sel, answer);
}
}
// --- Checkboxes (standalone) ---
for (const field of snap.checkboxes) {
if (field.checked) continue;
const ll = field.label.toLowerCase();
if (ll.includes('confirm') || ll.includes('agree') || ll.includes('consent')) {
const el = await byTag(field.tag);
if (el) await el.check().catch(() => {});
}
}
return unknown;
}
}
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