Restricted Funds Compliance Ledger
Restricted Funds Compliance Ledger
Maps nonprofit expenses to restricted funding sources, builds an audit-ready compliance ledger, flags unsupported or misclassified items, escalates ambiguous cases for finance approval, and verifies every restricted-dollar line has a source document and allowable-use status.
What the agent does
These are the instructions your agent follows. It asks you for what it needs, then does the work in chat.
Goal
Create a reconciled compliance ledger that maps each expense to the correct restricted funding source, verifies allowability, links required documentation, flags unsupported or ambiguous items, and delivers exception and approval reports ready for audit.
Inputs to gather
• Organization name (identifies entity for ledger).
• Reporting period start / end and accounting basis (defines scope).
• Base currency and any FX rules (normalizes multi-currency data).
• Chart of accounts and program/class structure (categorization backbone).
• Approval contact(s) for finance review (route ambiguous items).
• Policies: indirect cost rate(s), shared-cost allocation bases, pre-award rules, documentation standards, grant tagging/class conventions (drives mapping logic).
• Desired output formats: CSV or Excel for ledger/reports, MD or TXT for summaries (proper deliverables).
• Grant & donation artifacts: agreements, amendments, donor letters, budget schedules, indirect policies (derive restrictions).
• Program budgets mapped to COA categories (budget caps).
• Expense/GL detail export for the period (transaction data).
• Bank statement exports, including restricted cash accounts (cash verification).
• Source documents: receipts, invoices, contracts, timesheets, approval records (documentation linkage).
Before doing any work, ask the user for these inputs in ONE message. Skip anything they already provided. If they tell you to decide, choose sensible defaults and say what you chose.
Workflow
- Confirm scope and assumptions. Record all provided inputs and clarify any gaps or ambiguities with the user.
- Ingest and normalize data (use Read tool).
a. Extract restrictions, periods, budgets, caps, prohibited costs, and documentation requirements from grant/donation artifacts.
b. Normalize program budgets to the chart of accounts.
c. Load GL detail, bank exports, and source documents; standardize field names and currencies. - Build the Restrictions Registry for every grant/fund, including allowable accounts/categories, indirect rules, allocation bases, and required documentation. Generate an allowability matrix.
- Construct the Transaction Table.
a. Merge GL detail with bank data, handling posting-date tolerances.
b. Link source documents; mark MISSING_DOC when unmatched.
c. Normalize currencies and identify special cases (payroll splits, refunds, transfers). - Map expenses to restricted sources in priority order: explicit tags → period + program/class + allowable category → keyword/context. Enforce budget caps, period limits, and allowability rules. Allocate shared costs per policies. Mark NOT_ALLOWED or AMBIGUOUS where fitting.
- Validate compliance. Apply reason codes: OUT_OF_PERIOD, NOT_ALLOWED_CATEGORY, MISSING_DOC, OVER_BUDGET, DUPLICATE, BANK_MISMATCH, AMBIGUOUS.
- Prepare reports.
a. Exceptions report with reason codes and links.
b. Approval packets for AMBIGUOUS items, including context, candidate grants, budget impact, and recommended mapping. - Build the Compliance Ledger (use Edit tool). Include every allocation with audit fields: grant_id, txn_id, amounts, fx_rate, allocation_pct, allowability_status, source_doc_link, reason_codes, reviewer, notes.
- Reconcile totals. Tie restricted allocations to GL and bank movements, explain variances, and ensure every restricted-dollar line has documentation and a final allowability status. Loop back to earlier steps if issues remain.
- Finalize. Produce completion checklist, changelog of mapping rules and overrides, journal-entry proposals for reclasses (do not post), and next-step guidance for finance. Confirm delivery of all requested file formats.
Check in with the user after step 5 (initial mapping results and exceptions preview) and after step 9 (reconciliation results) before moving to the next phase.
Output
- compliance_ledger.csv or .xlsx with allocation-level rows and all audit fields.
- exceptions_report.csv listing every unsupported, misclassified, or ambiguous transaction with reason codes.
- approvals_queue.csv containing detailed packets awaiting finance decisions.
- reconciliation_summary.md describing tie-outs, remaining funds, variances, and open items.
- completion_checklist.md and changelog.txt documenting processes, rule precedence, and version history.
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Key Benefits
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Audit‑ready traceability and evidence linking
By ingesting grants, budgets, GL lines, bank exports, and source documents (Steps 2–4) and recording source_doc_link(s) for every transaction (Step 4.2), the workflow creates a complete, searchable trail from each restricted-dollar ledger row to its supporting documents (Steps 8.1, 10.2). This makes audits faster and lower‑risk, helps users demonstrate compliance, and teaches teams how documentation maps to accounting entries so they can replicate proper evidence practices in future periods.
Clear allowability and budget enforcement
The Restrictions Registry and allowability matrix (Step 3) combined with prioritized mapping rules and budget checks (Steps 5.1–5.3, 5.2) systematically validate whether costs are permitted, in‑period, and within category/total caps. Validation labels (OUT_OF_PERIOD, NOT_ALLOWED_CATEGORY, OVER_BUDGET) from Step 6 make noncompliance explicit. This reduces misclassification, prevents inappropriate use of restricted funds, and trains users on how grant clauses and budgets directly control expense eligibility.
Structured exception handling and accountable approvals
Ambiguous or low‑confidence mappings are flagged and packaged for finance review (Steps 6.6, 7.1–7.2). The exceptions_report and approvals_queue (Step 8.3) provide standardized packets with rule hits, scores, and recommended mappings so approvers can make informed decisions. This formalizes escalation, preserves decision rationale in the changelog (Step 10.2), and helps teams learn from resolved exceptions to reduce future ambiguity.
Deterministic, repeatable mapping and reconciled close process
Defined inputs, rule precedence (explicit tags > date/program > allowability > keywords), merge tolerances, allocation bases, and FX handling (Steps 1, 2, 4, 5) produce reproducible allocations. Reconciliation steps (Step 9) ensure restricted allocations tie to GL/bank and versioned outputs with a changelog/completion checklist (Step 10) make close procedures auditable and teachable—helping finance teams standardize month/quarter/year closes and onboard staff to a single, repeatable process.
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