AI Job Search OS Kit
A practical folder for turning a broad search into a weekly system: target lanes, market scans, people maps, outreach drafts, application checks, proof artifacts, and review loops that AI can speed up.
How it runs
The kit gives the search a weekly operating rhythm.
Narrow the lane
Pick one target role, field, organization type, or problem area for the next 7 days.
Scan real targets
Choose three roles, companies, programs, or organizations and collect the signals that make outreach specific.
Map people
Attach each target to relevant humans before the search turns into passive applications.
Draft small asks
Use AI to reduce blank-page effort, then keep the final message specific, human, and low-pressure.
Submit with context
Send applications with a matching profile, proof point, follow-up date, and saved version history.
Review weekly
Measure replies, conversations, silence, and proof progress so next week is a better experiment.
Sample output
A preview of the people map and application-contact tracker.
This synthetic example shows the shape of the kit output without using private student data.
People map preview
Civic technology operations analyst
Near-peer analyst
What surprised you most about the day-to-day work?
Policy lab research coordinator
Program alum
Which project examples helped you stand out?
Education technology customer operations
Team-adjacent operator
What skills matter before someone applies?
Application-contact tracker preview
Civic technology operations analyst
SavedDraft one context question before applying
Policy lab research coordinator
AppliedAsk about project examples and team priorities
Education technology customer operations
Not startedDecide whether role fits the target lane
Kit contents
The deliverable is a folder you can run every week.
Outcome, folder map, completion condition, and boundaries for the whole kit.
A weekly lane, three real targets, signal research, and an AI research prompt.
Target-lane positioning for LinkedIn, resume summaries, intros, and proof points.
A map of relevant people, connection angles, small asks, replies, and follow-ups.
Pre-submit and post-submit checks so applications are tied to context and outreach.
A scoped artifact that makes one capability visible before or around the search.
A scoreboard for targets, messages, applications, replies, conversations, and next actions.
Prompts for lane narrowing, research, outreach, positioning, application review, and proof work.
A worked example that connects one target lane to outreach and a proof artifact.
After checkout
You get the files and the first action page in the same account.
Scope boundaries
The kit gives you structure for action. Outcomes stay unpromised.
The comprehensive funnel can still stay honest: the low-ticket kit provides reusable structure, while review, accountability, and custom implementation belong in higher-touch offers.
Need more context?