JustHandled Labs
// HR & Recruiting

Employee Onboarding Readiness Reconciler

Reconcile day-one onboarding tasks, ownership, deadlines, completion evidence and dependencies across supplied HR, IT and manager exports.

Awaiting marketplace review

Not yet available to purchase. Submitted price shown below.

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What problem does Employee Onboarding Readiness Reconciler solve?

Reconcile day-one onboarding tasks, ownership, deadlines, completion evidence and dependencies across supplied HR, IT and manager exports.

Use it to

What it returns

A representative input and result

fixture-backed sample
input { "subject_id": "hire-001", "as_of": "2026-09-09T12:00:00Z", "start_at": "2026-09-10T09:00:00-05:00", "start_records": [ { "id": "HR", "start_at": "2026-09-09T12:00:00Z" } ], "tasks": [ { "id": "laptop", "owner": "", "required": true, "status": "pending", "due_at": "2026-09-08T12:00:00Z", "depends_on": [], "evidence": "" }, { "id": "access", "owner": "IT", "required": true, "status": "complete", "due_at": "2026-09-08T12:00:00Z", "depends_on": [ "laptop" ], "evidence": "" } ] }
result # Employee onboarding readiness NOT READY — HUMAN REVIEW REQUIRED Supplied records only; human review required. Not an employment decision. - START_DATE_CONFLICT [HR]: Supplied start date differs from declared start. - OVERDUE [access]: Deadline passed with no supported completion. - REQUIRED_INCOMPLETE [access]: Required work is not evidenced complete. - UNMET_DEPENDENCY [access]: Prerequisite laptop is not evidenced complete. - UNSUPPORTED_COMPLETION [access]: Completion claim has no source locator. - MISSING_OWNER [laptop]: Assign accountable owner. - OVERDUE [laptop]: Deadline passed with no supported completion. - REQUIRED_INCOMPLETE [laptop]: Required work is not evidenced complete.

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.

Can it make decisions or contact people?

No. It produces local reports for human review. It never ranks applicants, sends messages or changes accounts.

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?

Evidence presence is not authenticity, freshness or export completeness.

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.

Employee Onboarding Readiness Reconciler 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.