Connect official job data to your AI agent
One SKILL.md gives Codex, Claude Code, Cursor, Gemini CLI, OpenCode, Cline, Windsurf, and compatible agents a documented workflow for querying source-linked jobs, skills, and hiring changes. Public access requires no API key or MCP server.
Send this message to your agent
The agent reads the Skill document and installs it according to its platform conventions. You can then ask about jobs, companies, locations, skills, and observable hiring changes in natural language.
Install this skill for me: https://www.jobhot.org/job-hot-skill/SKILL.mdExample prompts
- “Which recent backend engineering jobs are worth reviewing?”
- “What skills appear in Beijing data analyst roles?”
- “What product roles are Alibaba and ByteDance hiring for?”
- “Build a learning plan from recently observed jobs.”
- “What changed in company hiring activity recently?”
Endpoints used by the Skill
GET /api/public/jobs?mode=selected&page=1&take=20GET /api/public/jobs?mode=all&page=1&take=20GET /api/public/jobs?q=Java&page=1&take=20GET /api/public/jobs?mode=all&company=alibaba&q=JavaDefault scope
Broad questions use featured jobs. The agent switches to all jobs only when the user explicitly asks for complete coverage.
Pagination
The job feed defaults to 40 results per page. Agents should increment page instead of requesting an excessive result set.
Recommended output
Prioritize role, company, location, relevance, skills, caveats, and the official application link.
Usage boundaries
- Use only public company career pages and public recruiting systems.
- Treat the official employer page as authoritative for status, responsibilities, compensation, and application requirements.
- Before applying, direct the user to applyUrl or canonicalUrl for verification.