Questions and answers
Frequently asked questions
What VitaeContext is, how to install it, and what it deliberately does not promise.
What is VitaeContext?
VitaeContext is an open-source package of agent skills for career work. It helps a person maintain reusable career context in Markdown, then use focused methods for CVs, profiles, repositories, portfolios, messages, interviews, applications, and other professional tasks.
Does it guarantee better rankings, recruiter attention, or ATS scores?
No. VitaeContext does not guarantee rankings, recruiter attention, ATS scores, rich results, snippets, indexing speed, AI citations, or platform distribution. Its skills tell agents to preserve supported claims, show uncertainty, and order useful fixes. Results still require review and depend on the supplied material and external platforms.
Which agents and providers does it support?
Six install targets: Claude Code, Codex, Gemini CLI, Antigravity, OpenCode, and a shared portable skill bundle. In Claude Code the skills are also available through the plugin marketplace. The same single source generates each provider layout, so the methodology does not drift between tools.
How do I install it?
Run npx vitaecontext install --provider <provider> with one of the supported provider values. In Claude Code you can instead add the plugin marketplace with /plugin marketplace add vitaecontext/vitaecontext and then /plugin install vitaecontext@vitaecontext. See the installation guide and CLI reference for every command and flag.
What is the agent-context-file?
It is a private Markdown source of truth for one person: verified identity facts, roles, projects, links, and metrics, plus a separate goals and targeting block (ideal role, current focus, target locations) recorded as stated intent. Platform skills read it before writing so every public surface stays grounded in the same facts.
What is VitaeGraph?
VitaeGraph is a private Markdown career knowledge graph for deeper records such as education, thesis work, courses, projects, experience, certifications, awards, and publications. It complements the compact career context file instead of replacing it.
What is the LLM Wiki?
A knowledge layer that follows Andrej Karpathy's LLM Wiki idea: a maintainer agent compiles platform knowledge from sources and keeps it current, and runtime agents read it instead of re-deriving platform facts on every query. It ships as versioned Markdown entries with confidence labels, so advice is grounded rather than guessed.
What is the audit scorecard?
A weighted 0-100 triage with bands and a fix-first order, included in the GitHub, LinkedIn, CV/ATS, and web-portfolio skills. It is an internal prioritization heuristic to decide what to fix first, not a platform ranking and not a guaranteed score.
What is the difference between a playbook and a skill?
A guide explains the method for a human reader and needs no installation. A skill packages runtime instructions, references, and maintained knowledge so a supported agent can apply that method. The two surfaces cover the same module but serve different readers.
Is VitaeContext affiliated with LinkedIn, GitHub, X, or the AI providers?
No. Platform names, trademarks, and logos belong to their respective owners. VitaeContext is independent and is not affiliated with, sponsored by, or endorsed by those platforms.
Does it collect my data?
VitaeContext is a set of Markdown skill files and a local CLI with no backend, so the project itself collects nothing. Your context file is a private local file you control. How any individual agent or provider handles the content you give it is governed by that provider, not by VitaeContext.
Still have a question? Open an issue on the source repository or see thedocumentation.