Career Expert

A professional command center for managing ATS-optimized CVs, job tracking, and end-to-end application workflows.

Install
cmdop skills install agensi-career-expert

Career Expert is a skill published by agensi that configures an AI agent to manage end-to-end job search workflows through a local Career-Ops workspace. The skill separates personal profile data from system logic, treating a CV and candidate profile as versioned artifacts rather than loose text.

When a job description is submitted—either as pasted text or a URL—the skill triggers automatic evaluation and adds the role to a tracked pipeline. From there it generates role-aligned CVs that follow a humanizer protocol designed to produce text that reads as written by a professional rather than generated by an AI. Factual accuracy is enforced throughout; the humanizer rewrites tone and phrasing but does not alter claimed facts or credentials.

The skill supports batch operations, so an agent can process multiple roles or scan job portals in a single pass without corrupting tracker state or creating duplicate application entries. Company research is also built in, enabling deep-dives into culture and project fit before an application is submitted.

International use is supported with native handling for German-market roles and their associated documentation conventions.

This skill is the wrong choice if the goal is a one-off CV edit with no ongoing tracking, if the agent environment cannot support a local Career-Ops workspace, or if no job description or profile data is available to seed the pipeline. There are no exposed tools in the registry record, so integration depends entirely on the skill’s internal routing logic rather than discrete callable functions.

Use cases

  • Paste a job description URL to automatically evaluate fit and add the role to a tracked application pipeline
  • Generate an ATS-optimized, humanized CV tailored to a specific job description
  • Research company culture and project suitability before submitting an application
  • Run batch updates across multiple open roles without losing tracker integrity or creating duplicates
  • Manage German-market job applications with native documentation support
  • Maintain a consistent application tracker across an entire multi-month job search

When to use it

  • Managing an active, multi-role job search that requires consistent tracking across many applications
  • Needing role-specific CVs generated from a single canonical candidate profile
  • Applying to German-market roles that require locale-specific documentation
  • Running batch scans of job portals and needing duplicate-prevention logic
  • Wanting CV rewrites that preserve factual accuracy while adjusting tone for human readability

When not to use it

  • Making a single one-off CV edit with no need for pipeline tracking
  • Environments that cannot host or access a local Career-Ops workspace
  • Use cases requiring discrete, callable tool functions—no tools are exposed by this skill
  • Agents that need real-time job board API integrations not covered by this skill's scope
  • Situations where no job description or candidate profile data is available to initialize the workflow