Budget Cash Flow Cleanup Helper

Requirement

Use this skill to help individuals, freelancers, family finance organizers, bookkeepers, and small business owners who need clearer budget and cash-flow decisions from messy transaction exports with:

Validated demand: Households, freelancers, and small businesses need practical help importing bank or card exports, categorizing transactions, spotting subscriptions, and turning messy spending records into budget and cash-flow plans. This requirement is supported by 12 separate online signals across 2 source families, so it represents broader demand rather than a single isolated request.

Demand score: 90/100 (70/70 demand, 30/30 local feasibility). Evidence: 12 signals across 2 source families.

Read references/requirement-plan.md when source evidence, planning details, or review criteria are needed.

Workflow

1. Restate the user's outcome, constraints, available inputs, and success criteria.
2. Turn the operational problem into a repeatable process, checklist, template, or lightweight analysis.
3. Ask only for missing information that materially changes the output; otherwise make reasonable assumptions and continue.
4. Keep the implementation local-hardware friendly: prefer scripts, templates, checklists, and small-model or CPU-safe workflows over cloud-only or large-training approaches.
5. Produce the requested artifact, workflow, checklist, analysis, code change, or decision support.
6. Validate the output against the success criteria and list any remaining risks or follow-up work.

Expected Outputs

• A tailored answer or artifact for the user's immediate situation.
• A reusable checklist or workflow when the task is repeatable.
• A verification note showing how the result was checked.

Validation

• The output directly addresses the discovered requirement.
• The user can act on the result without reading the original source post.
• Assumptions, limits, and required inputs are visible.
• The final response includes a short usage or next-step note when helpful.

Triggers

Keywords: business-and-operations, budget, cash flow, bank export, transaction categorization, subscription audit

Example trigger sentences:

• Help me Households, freelancers, and small businesses need practical help importing bank or card exports, categorizing transacti.
• I need a practical workflow for Households, freelancers, and small businesses need practical help importing bank or card exports, categorizing transacti.
• Use $budget-cash-flow-cleanup-helper to handle Households, freelancers, and small businesses need practical help importing bank or card exports, categorizing transacti.