Mogi AI Job Application Agent

Ask Mogi to rewrite a resume. An approved resume is edited as a draft copy, so nothing in use changes until the draft is saved with finish_resume_edit; a resume not yet approved is rewritten in place. Takes a minute or two; check get_resume_edit.

edit_resume_with_ai

Go live: Mogi starts applying for the user. This records the user's signed acceptance of the Terms with their typed initials and today's date. Requires an active account, a resume, the required profile answers and how they heard about Mogi (see get_onboarding_status).

complete_onboarding

An overview of the user's Mogi account: who they are, whether the account is active, whether setup is finished and whether they can approve jobs right now (and why not), whether applying is paused, how many jobs sit in each stage of their tracker, new interviews, which permissions this connection has, and how much of today's request allowance is used.

get_account

Full details of one job on the tracker: the posting (description, requirements, responsibilities, skills, benefits), the company, and the notes thread on that job.

get_job

The user's application profile: the answers Mogi puts on employers' application forms (contact details, address, work authorization, sponsorship, availability, recent role, goals, companies to skip). Also lists any required answers still missing.

get_profile

How Mogi runs for this user: whether jobs it finds are approved automatically, their resume customization (Heavy, Light or My own, as the app names it), the cover letter, whether applying is paused, plus their email preferences and which employer mail is copied to their personal Gmail. Tailored resumes are never reviewed one by one: Mogi applies with them as written.

get_settings

Whether the user has finished setting up Mogi, and exactly what is left. Setup is: an active account (managed in the Mogi app), upload a resume (upload_resume), create at least one job search (create_search, optionally preview_new_jobs and add_jobs_from_search), fill the required profile answers and how they heard about Mogi (update_profile), then go live with complete_onboarding. Returns the Terms and every acknowledgment the user must read and accept before going live.

get_onboarding_status

Changes Mogi suggests to the user's saved searches, worked out from which jobs they have approved and rejected (for example 'exclude Staff titles'). Usually empty.

get_search_suggestions

The tailored resume written for one job: status and a link to open it. It is used as written: nobody approves or edits a per-job resume (to change how resumes read, use edit_resume_with_ai on the master or the resume_creativity setting). There is no per-job cover letter: when cover letters are on, the letter in use goes with every application.

get_job_documents

Undo the last saved change to a resume: the version it replaced (before an AI edit was saved, or before the last restore) takes its place again, with the same name and default setting. The current version is kept and can be brought back the same way. Jobs already sent keep the resume they were sent with. get_resume says whether a previous version exists. Returns what changed, section by section.

restore_previous_resume_version

Interviews Mogi brought in: the company, role, when the employer wrote, status and, where available, the next steps and scheduling link. Some interviews show only the company and role here; the rest of their details are in the Mogi app. New interviews appear after the user's 5:00 AM PT interview email, not before. Also returns the user's interview practice sessions.

list_interviews

Recent conversations in the user's job inbox (mail from employers and job sites sent to their application address): sender, subject, a short preview, date, unread. Read one with read_email_thread.

list_emails

List jobs on the user's tracker, one stage at a time, with how many jobs sit in every stage. Each job has a client_job_id used by every other job tool. fit_score (1-10) is how well the job matches the user's resume and search. Stage needs_approval holds new jobs. To answer "did I apply to X", "where is my application for X" or "what happened with X": stage all, company X (and search_text with the role words, if they named a role). Each job's status says what happened in the user's words; apply_url is the posting link. No job back means we never applied to that company.

list_jobs

The user's resumes (up to 5). Status: processing = being formatted (a minute or two); ready = in use, no approval needed. The default resume is what every new job's tailored resume starts from.

list_resumes

The user's saved job searches with their filters and how many jobs each has found. Every day each search finds new matching jobs for the user's tracker.

list_searches

Mark an interview as done (it took place). Only when the user says so.

mark_interview_done

Stop every queued and in-progress application right away. The account stays active, jobs already sent stay on the tracker, and nothing is lost: resume_applications puts the same jobs back.

pause_applications

Look up live jobs matching a search right now, before saving it, so the user can judge the results. Returns a small sample (up to about 15) with ids for add_jobs_from_search. Each call is limited per day, so tune filters with the user between calls rather than looping. Nothing is added to the tracker.

preview_new_jobs

The user's Messages conversation with Mogi support in the app, newest last.

get_support_messages

Read one conversation from the user's job inbox: every message's sender, date and text. One-time codes and sign-in links are removed. Reading it here changes nothing: it stays unread in the app if it was unread.

read_email_thread

One resume with its status, a link to its formatted document, and its text as it reads now (including any saved AI edits) so you can discuss or improve it. Says whether there is a previous version to go back to (restore_previous_resume_version).

get_resume

Record what happened after we applied: the employer invited the user to an interview or call, or the employer said no. Only for submitted applications.

mark_job_outcome

Reject every job waiting for approval whose fit score is 5 or lower. Jobs without a score are left alone.

reject_low_fit_jobs

Rename a resume, make it the default, or set standing instructions for tailoring.

update_resume

Turn applying back on after pause_applications, restoring the jobs that pause parked.

resume_applications

Save the edited draft (it replaces the resume) or throw it away.

finish_resume_edit

Save the filters to a saved search, put the picked preview jobs on the tracker, and start finding more matching jobs in the background (they appear over the next minutes). This is how a new user gets their first jobs.

add_jobs_from_search

Take back the last AI edit on a resume that is still being edited (before it is saved or approved): the version before that edit comes back, without calling the AI. One step only. get_resume_edit says whether it is available (can_undo) and what the last change was (last_change). Takes a few seconds; check get_resume_edit.

undo_resume_edit

Choose which emails the user gets: the emails Mogi writes (how many a day, which kinds, news and offers), and which employer mail is copied to their personal Gmail. For a user getting too many emails, the employer copies are almost always the cause: one per application Mogi sends.

update_email_preferences

Change one or more answers on the user's application profile. Send only the fields that change. Required answers (phone, country, availability, sponsorship, and for the US citizenship and work authorization) can be changed but not removed. Values are saved as sent and appear on the user's job applications.

update_profile

Change how Mogi runs: automatic job approval (strong matches or every match), resume customization (Heavy, Light or My own) and the cover letter. With automatic approval Mogi applies without asking. There is no per-resume review to turn on. The result says which values did not take and why. Account and payment settings stay in the Mogi app. To stop or restart applying altogether use pause_applications / resume_applications.

update_settings

Add a resume (PDF or DOCX, up to 10 MB). Mogi formats it for applicant tracking systems in a minute or two; then it is used automatically (no approval needed). A user can keep several resumes for different kinds of roles.

upload_resume

When the user gets too few jobs: widen one saved search and add up to four related searches (up to the 5-search limit), worked out from their resume and goals. It changes their searches and returns what changed.

expand_searches