JustHandled Labs
// HR & Recruiting

Job Search Next-Step Planner

Organize your applications, document versions and next actions in a portable local workspace, with cautious follow-up drafts you can review yourself.

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Not yet available to purchase. Submitted price shown below.

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What problem does Job Search Next-Step Planner solve?

Organize your applications, document versions and next actions in a portable local workspace, with cautious follow-up drafts you can review yourself.

Use it to

What it returns

A representative input and result

fixture-backed sample
input { "as_of": "2026-09-09T12:00:00Z", "applications": [ { "id": "a1", "company": "Example Library", "role": "Support assistant", "job_reference": "LIB-7", "stage": "applied", "do_not_contact": false, "allow_followup": true, "material_version": "resume-v3 + cover-v2", "next_at": "2026-09-09T10:00:00Z" }, { "id": "a2", "company": "Example Clinic", "role": "Receptionist", "job_reference": "CL-4", "stage": "drafting", "do_not_contact": false, "allow_followup": false, "material_version": "", "next_at": null } ], "events": [ { "id": "e1", "application_id": "a1", "kind": "submitted", "at": "2026-09-02T12:00:00Z", "source": "confirmation:example-1" } ] }
result # Your next steps ## Example Library — Support assistant Review a follow-up draft against the employer instructions. Your next date: 2026-09-09T10:00:00Z Materials: resume-v3 + cover-v2 ## Example Clinic — Receptionist Prepare your role-specific resume and cover letter; review them before submitting. Your next date: choose one Materials: not recorded

Access and approval boundaries

Known limitations

Questions

What do I receive?

A downloadable skill with a local Python helper, input contract, synthetic fixtures, tests and sample reports.

What do I need to run it?

Python 3.10 or newer and your authorized normalized JSON records. The helper uses the standard library; Windows CLI execution was tested.

Does it connect to my HR software?

No. You supply a local export normalized to the documented schema. There is no ATS or HRIS integration.

Will it apply, contact employers or judge my suitability?

No. It helps you prepare your own materials or practice. It never sends or submits, infers sensitive traits or predicts job outcomes.

What does READY mean?

No encoded finding in the supplied scope. It does not prove source truth, comprehensive readiness, legal compliance or approval to act.

What are the main limits?

Manual normalized JSON inputs; no browser clipper, live inbox connection or persistent hosted dashboard.

Where does my data go?

The Python helper stays local. Your agent host may separately process prompts; use synthetic data unless the owner authorizes sensitive data processing.

Job Search Next-Step Planner keeps proof and approval boundaries visible.

The listing includes the tested package, realistic samples, declared permissions, and known limitations.

Submitted to Agensi for review. Not yet available to purchase. The displayed price is the submitted one-time price.