matthew/claw-apply
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feat: AI answer generation for unknown questions + Easy Apply only mode

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This commit is contained in:
Matthew Jackson
2026-03-06 16:47:58 +00:00
parent b1528ac0ad
commit b8a0e03c75
2 changed files with 141 additions and 9 deletions
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46
job_applier.mjs
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@@ -17,11 +17,15 @@ import { acquireLock } from './lib/lock.mjs';
import { createBrowser } from './lib/browser.mjs';
import { FormFiller } from './lib/form_filler.mjs';
import { applyToJob, supportedTypes } from './lib/apply/index.mjs';
import { sendTelegram, formatApplySummary, formatUnknownQuestion } from './lib/notify.mjs';
import { sendTelegram, formatApplySummary } from './lib/notify.mjs';
import { generateAnswer } from './lib/ai_answer.mjs';
import {
APPLY_BETWEEN_DELAY_BASE, APPLY_BETWEEN_DELAY_JITTER, DEFAULT_MAX_RETRIES
} from './lib/constants.mjs';
// Which apply types are currently enabled
const ENABLED_APPLY_TYPES = ['easy_apply'];
const isPreview = process.argv.includes('--preview');
// Priority order — Easy Apply first, then by ATS volume (data-driven later)
@@ -37,6 +41,7 @@ async function main() {
const formFiller = new FormFiller(profile, answers);
const maxApps = settings.max_applications_per_run || Infinity;
const maxRetries = settings.max_retries ?? DEFAULT_MAX_RETRIES;
const apiKey = process.env.ANTHROPIC_API_KEY || settings.anthropic_api_key;
const startedAt = Date.now();
const results = {
@@ -65,14 +70,16 @@ async function main() {
return;
}
// Get + sort jobs by apply_type priority
// Get + sort jobs — only enabled apply types
const allJobs = getJobsByStatus(['new', 'needs_answer'])
.filter(j => ENABLED_APPLY_TYPES.includes(j.apply_type))
.sort((a, b) => {
const ap = APPLY_PRIORITY.indexOf(a.apply_type ?? 'unknown_external');
const bp = APPLY_PRIORITY.indexOf(b.apply_type ?? 'unknown_external');
return (ap === -1 ? 99 : ap) - (bp === -1 ? 99 : bp);
});
const jobs = allJobs.slice(0, maxApps);
console.log(`Enabled types: ${ENABLED_APPLY_TYPES.join(', ')}\n`);
results.total = jobs.length;
if (jobs.length === 0) { console.log('Nothing to apply to. Run job_searcher.mjs first.'); return; }
@@ -123,7 +130,7 @@ async function main() {
try {
const result = await applyToJob(browser.page, job, formFiller);
await handleResult(job, result, results, settings);
await handleResult(job, result, results, settings, profile, apiKey);
} catch (e) {
console.error(` ❌ Error: ${e.message}`);
if (e.stack) console.error(` Stack: ${e.stack.split('\n').slice(1, 3).join(' | ').trim()}`);
@@ -162,7 +169,7 @@ async function main() {
return results;
}
async function handleResult(job, result, results, settings) {
async function handleResult(job, result, results, settings, profile, apiKey) {
const { status, meta, pending_question, externalUrl, ats_platform } = result;
const title = meta?.title || job.title || '?';
const company = meta?.company || job.company || '?';
@@ -175,13 +182,34 @@ async function handleResult(job, result, results, settings) {
results.submitted++;
break;
case 'needs_answer':
console.log(` 💬 Unknown question — sending to Telegram`);
updateJobStatus(job.id, 'needs_answer', { title, company, pending_question });
appendLog({ ...job, title, company, status: 'needs_answer', pending_question });
await sendTelegram(settings, formatUnknownQuestion(job, pending_question?.label || pending_question));
case 'needs_answer': {
const questionText = pending_question?.label || pending_question || 'Unknown question';
console.log(` 💬 Unknown question — asking Claude: "${questionText}"`);
const aiAnswer = await generateAnswer(questionText, profile, apiKey, { title, company });
updateJobStatus(job.id, 'needs_answer', {
title, company, pending_question,
ai_suggested_answer: aiAnswer || null,
});
appendLog({ ...job, title, company, status: 'needs_answer', pending_question, ai_suggested_answer: aiAnswer });
const msg = [
`❓ *New question* — ${company} / ${title}`,
``,
`*Question:* ${questionText}`,
``,
aiAnswer
? `*AI answer:*\n${aiAnswer}`
: `_AI could not generate an answer._`,
``,
`Reply with your answer to store it, or reply *ACCEPT* to use the AI answer.`,
].join('\n');
await sendTelegram(settings, msg);
results.needs_answer++;
break;
}
case 'skipped_recruiter_only':
console.log(` 🚫 Recruiter-only`);