AI review

Experiencer supports provider-neutral review workflows. You choose a compatible AI assistant or client; Experiencer does not send local documents to an assistant merely because you edit them.

Use your coding agent or scripts

Open Cloud access and billing → API access to generate your personal API key. Use it with Codex, Claude Code, or a script that can make HTTP requests. Your agent can use the preferences, job descriptions and application tracker in your own folder or Obsidian vault while editing your saved Experiencer resumes.

Store the key in your local secret manager or the agent’s EXPERIENCER_API_KEY environment variable. Keep it out of prompts, source control, vault files and URLs. The key is shown only when generated. You have one active key; Rotate API key immediately replaces it and Revoke API key disables it. API access requires current Pro access; your AI provider handles the conversation and its costs.

Give your agent the agent instructions and a task such as:

Use my preferences and this job description to tailor my saved master resume to two pages. Preview the changes and ask before saving. Then propose an update to my job tracker.

The API reference and OpenAPI schema describe all operations. Send Authorization: Bearer with your key, and JSON arguments to POST /api/agent/tools/{operation}. Start with list_resumes and {}. Use the HTTPS origin of your Experiencer installation for authenticated calls.

HTTP and MCP use the same review, preview and editing tools. Both read saved cloud documents, check ownership and access, and require the same exact-proposal approval workflow before saving. Review links remain available for a short read-only review. Your agent’s local files stay under your control; Experiencer does not turn the vault into a hosted tracker.

Connect an assistant through MCP

Choose the AI review command and open Connect AI assistant. Add the Experiencer MCP endpoint to a compatible client, complete sign-in, review the requested permissions, and approve only the account you intend to connect.

Connect Grok

Open Skills and Connectors, choose New Connector, and select the custom connector option. Name it Experiencer, paste the Grok connector URL shown in Experiencer, and add the connector. Finish by signing in to Experiencer and approving the requested access.

The connector settings shown by an assistant can change. Follow the written steps if its current labels differ from the recording.

MCP can list and review owned saved cloud résumés and templates. It can preview bounded text edits without saving, then save that exact proposal as a new revision only after you explicitly approve it. Authorized template workflows can also inspect a custom template, preview broader bounded field edits, and create an independent new résumé through a separate explicitly approved create flow. Updating a template does not rewrite résumés previously created from it. A normal review or preview never saves changes.

MCP reads the latest saved cloud version. It cannot see unsaved browser edits, local-only résumés, or built-in template definitions that have not become an owned cloud document. Disconnect or revoke the grant when the client should no longer have access.

Create a temporary review link

Choose Create temporary review link for an active, saved, owned cloud résumé or custom template. The link contains an immutable saved snapshot and expires 30 minutes after creation unless you revoke it sooner.

Anyone with the bearer link can read that snapshot without signing in. Share it only with the intended recipient. Later saves, renames, restores, and template-status changes do not alter the snapshot. Deleting the source document or revoking the link makes it unavailable.

Local-only documents, unsaved documents, and built-in template definitions are not eligible.

Choose the right workflow

Privacy checklist

• Remove information the reviewer does not need.
• Save the exact cloud version you want MCP to read, or verify the snapshot title and version before creating a link.
• Review the connected client’s privacy terms and retention behavior.
• Do not paste credentials or payment-card information into a résumé.
• Revoke a connection or link when the review is finished.

Prerequisite: Understand saved cloud state. Next: Troubleshoot a connection or expired link.