claw-apply/SKILL.md

name, description

name

description

claw-apply

Automated job search and application for LinkedIn and Wellfound. Searches for matching roles hourly, applies automatically every 6 hours using Playwright + Kernel stealth browsers. Handles LinkedIn Easy Apply multi-step modals and Wellfound applications. Self-learning — asks you via Telegram when it hits an unknown question, saves your answer, and never asks again. Retries failed applications automatically. Preview mode lets you review the queue before applying.

claw-apply

Automated job search and application. Finds matching roles on LinkedIn and Wellfound, applies automatically, and learns from every unknown question.

Requirements

• Node.js 18+
• Kernel account — stealth browsers + bot detection bypass (required; local Playwright will be blocked)
• Kernel CLI: npm install -g @onkernel/cli
• Telegram bot for notifications (BotFather)
• Anthropic API key (optional — enables AI-enhanced keyword generation)
• OpenClaw (optional — enables auto-scheduling via setup.mjs)

Setup

1. Install

git clone https://github.com/MattJackson/claw-apply.git
cd claw-apply
npm install

2. Kernel: proxy + auth sessions

# Log in to Kernel
kernel login

# Create a residential proxy (US recommended for LinkedIn/Wellfound)
kernel proxies create --type residential --country US --name "claw-apply-proxy"
# Note the proxy ID from output

# Create managed auth connections (one per platform)
kernel auth connections create --profile-name "LinkedIn-YourName" --domain linkedin.com
# Note the connection ID from output

kernel auth connections create --profile-name "WellFound-YourName" --domain wellfound.com
# Note the connection ID from output

# Trigger initial login flows (opens a browser URL to complete auth)
kernel auth connections login <linkedin-connection-id>
kernel auth connections login <wellfound-connection-id>

3. Configure

cp config/settings.example.json config/settings.json
cp config/profile.example.json config/profile.json
cp config/search_config.example.json config/search_config.json

settings.json — fill in:

• notifications.telegram_user_id — your Telegram user ID
• notifications.bot_token — Telegram bot token from BotFather
• kernel.proxy_id — proxy ID from step 2
• kernel.profiles.linkedin — profile name e.g. LinkedIn-YourName
• kernel.profiles.wellfound — profile name e.g. WellFound-YourName
• kernel.connection_ids.linkedin — connection ID from step 2
• kernel.connection_ids.wellfound — connection ID from step 2

profile.json — your name, email, phone, resume path, work authorization, salary targets

search_config.json — keywords, platforms, location filters, salary filters, exclusions

4. Verify

export KERNEL_API_KEY=your_kernel_api_key
export ANTHROPIC_API_KEY=your_anthropic_api_key   # optional, for AI keywords

node setup.mjs

Setup will:

• Validate all config files
• Send a Telegram test message
• Test LinkedIn + Wellfound logins
• Auto-register cron jobs (if OPENCLAW_GATEWAY_URL + OPENCLAW_GATEWAY_TOKEN are set)

5. Run manually

node job_searcher.mjs            # search now
node job_applier.mjs --preview   # preview queue without applying
node job_applier.mjs             # apply now
node status.mjs                  # show queue + run status

6. Schedule

Via OpenClaw — set env vars before running setup.mjs:

export OPENCLAW_GATEWAY_URL=http://localhost:3000
export OPENCLAW_GATEWAY_TOKEN=your_gateway_token
node setup.mjs   # registers crons automatically

Crons registered:

• Searcher: 0 * * * * (hourly), no timeout, enabled by default
• Applier: 0 */6 * * * (every 6h), no timeout, disabled by default — enable when ready

Via system cron — add to crontab:

0 * * * * cd /path/to/claw-apply && KERNEL_API_KEY=xxx node job_searcher.mjs >> /tmp/searcher.log 2>&1
0 */6 * * * cd /path/to/claw-apply && KERNEL_API_KEY=xxx node job_applier.mjs >> /tmp/applier.log 2>&1

How it works

Search — runs your keyword searches on LinkedIn and Wellfound, paginates through results, inline-classifies each job (Easy Apply vs external ATS), filters exclusions, deduplicates, and queues new jobs. First run searches 90 days back; subsequent runs search 2 days.

Apply — picks up queued jobs sorted by priority (Easy Apply first), opens stealth browser sessions, fills forms using your profile + learned answers, and submits. Auto-refreshes Kernel auth sessions if login expires. Retries failed jobs (default 2 retries).

Learn — on unknown questions, messages you on Telegram. You reply, the answer is saved to answers.json with regex pattern matching, and the job is retried next run.

Lockfile — prevents parallel runs. If searcher is running, a second invocation exits immediately.

File structure

claw-apply/
├── job_searcher.mjs           Search agent
├── job_applier.mjs            Apply agent
├── setup.mjs                  Setup wizard + cron registration
├── status.mjs                 Queue + run status report
├── lib/
│   ├── browser.mjs            Kernel stealth browser factory
│   ├── session.mjs            Auth session refresh via Kernel API
│   ├── linkedin.mjs           LinkedIn search + Easy Apply
│   ├── wellfound.mjs          Wellfound search + apply
│   ├── form_filler.mjs        Form filling with pattern matching
│   ├── queue.mjs              Job queue + config management
│   ├── keywords.mjs           AI-enhanced keyword generation
│   ├── lock.mjs               PID lockfile + graceful shutdown
│   ├── notify.mjs             Telegram notifications
│   ├── search_progress.mjs    Per-platform search resume tracking
│   ├── constants.mjs          Shared constants + ATS patterns
│   └── apply/
│       ├── index.mjs          Handler registry
│       ├── easy_apply.mjs     LinkedIn Easy Apply (full)
│       ├── wellfound.mjs      Wellfound apply (full)
│       ├── greenhouse.mjs     Greenhouse (stub)
│       ├── lever.mjs          Lever (stub)
│       ├── workday.mjs        Workday (stub)
│       ├── ashby.mjs          Ashby (stub)
│       └── jobvite.mjs        Jobvite (stub)
├── config/
│   ├── *.example.json         Templates (committed)
│   └── *.json                 Your config (gitignored)
└── data/                      Runtime data (gitignored, auto-managed)

answers.json — self-learning Q&A

When the applier can't answer a question, it messages you on Telegram. Your reply is saved and reused forever:

[
  { "pattern": "quota attainment", "answer": "1.12" },
  { "pattern": "years.*enterprise", "answer": "5" },
  { "pattern": "1.*10.*scale", "answer": "9" }
]

Patterns are matched case-insensitively and support regex. First match wins.

ATS support

Platform	Status
LinkedIn Easy Apply	✅ Full
Wellfound	✅ Full
Greenhouse	🚧 Stub
Lever	🚧 Stub
Workday	🚧 Stub
Ashby	🚧 Stub
Jobvite	🚧 Stub

External ATS jobs are queued and classified — stubs will be promoted to full implementations based on usage data.