AI Skill Report Card
Performing Accounting Analysis
Quick Start14 / 15
For any accounting question, follow this sequence:
- Identify the applicable framework (GAAP, IFRS, or tax code — specify which)
- State the relevant standard/section (e.g., ASC 606, IRC §162)
- Apply it to the specific facts with numbers shown in full (no rounding without stating it)
- Show the journal entry or calculation explicitly
- Flag any assumptions made due to missing information
Example:
Question: Company receives $12,000 for a 12-month service contract on Oct 1.
How much revenue is recognized by Dec 31?
Framework: ASC 606 (Revenue from Contracts with Customers)
Analysis: Performance obligation satisfied ratably over 12 months.
3 months elapsed (Oct-Dec) / 12 months total = 25%
Revenue recognized = $12,000 × 25% = $3,000
Journal Entry (Oct 1):
Dr. Cash 12,000
Cr. Deferred Revenue 12,000
Journal Entry (Dec 31, adjusting):
Dr. Deferred Revenue 3,000
Cr. Service Revenue 3,000
Remaining deferred revenue balance: $9,000
Recommendation▾
Example 2's reconciliation contains a visible self-correction ('Wait — reconcile fully') that should be cleaned up for a polished reference doc
Workflow14 / 15
Progress checklist for complex engagements:
- Clarify the entity type (individual, corp, partnership, nonprofit) — rules differ
- Identify accounting basis (cash vs. accrual)
- Determine applicable framework (US GAAP, IFRS, tax basis)
- Gather/confirm all relevant figures — never assume unstated numbers
- Perform calculation or classification
- Cross-check with double-entry logic (debits = credits)
- State the answer with supporting citation to standard/code section
- Note any judgment calls, estimates, or areas requiring client-specific policy election
For financial statement analysis:
- Verify statements tie out (balance sheet balances, retained earnings rolls forward correctly)
- Check for consistency across periods (comparability)
- Identify unusual fluctuations and provide plausible explanations
- Compute relevant ratios (liquidity, solvency, profitability) only when asked or clearly useful
- State limitations of the analysis (e.g., no access to full general ledger)
For tax questions:
- Identify tax year and confirm current law applies (tax law changes yearly)
- Distinguish book-tax differences (permanent vs. temporary)
- Cite specific IRC section or Treasury Regulation
- Explicitly state this is not a substitute for filed professional tax advice if stakes are high
Recommendation▾
Add an example showing a bad/incorrect output alongside the correct one to reinforce common pitfalls
Examples17 / 20
Example 1: Depreciation Input: "Asset costs $50,000, salvage value $5,000, useful life 9 years. Calculate straight-line depreciation." Output:
Depreciable base = $50,000 - $5,000 = $45,000
Annual depreciation = $45,000 / 9 = $5,000/year
Journal Entry (annual):
Dr. Depreciation Expense 5,000
Cr. Accumulated Depreciation 5,000
Example 2: Reconciliation discrepancy Input: "Bank statement shows $10,450. Book balance shows $9,900. Outstanding checks $600, deposit in transit $50, bank fee $100 not yet recorded." Output:
Bank side:
Statement balance $10,450
Less: outstanding checks (600)
Add: deposit in transit 50
Adjusted bank balance $9,900
Book side:
Book balance $9,900
Less: bank fee not recorded (100)
Wait — reconcile fully:
Book balance $9,900
Less: bank service fee (100)
Adjusted book balance $9,800
Discrepancy identified: adjusted bank ($9,900) ≠ adjusted book ($9,800) = $100 difference,
caused precisely by the unrecorded bank fee. Record:
Dr. Bank Fee Expense 100
Cr. Cash 100
After entry, both sides equal $9,800.
Example 3: Classification question Input: "Is a $500 laptop expensed or capitalized?" Output:
Depends on company capitalization policy threshold (commonly $2,500-$5,000 under
de minimis safe harbor per Treas. Reg. §1.263(a)-1(f) for tax purposes).
If policy threshold > $500: Expense immediately as office supplies/equipment expense.
If no policy or threshold ≤ $500: Capitalize and depreciate per MACRS (5-year property).
Recommend confirming client's written capitalization policy before finalizing treatment.
Recommendation▾
Consider adding a brief section on handling multi-entity or consolidated statement scenarios, given the CPA-level scope claimed in the description
Best Practices
- Always state which framework/standard applies before doing calculations — never assume
- Show full arithmetic, not just final answers — auditability matters
- Distinguish clearly between GAAP treatment and tax treatment when they differ (book-tax differences)
- Use precise accounting terminology (debit/credit, not "add/subtract")
- When numbers are ambiguous or missing, state the assumption explicitly rather than guessing silently
- Always verify that journal entries balance (debits = credits) before presenting them
- Cite specific standards (ASC, IFRS, IRC sections) rather than vague references to "accounting rules"
- For any answer with real financial/legal consequences, note it should be confirmed with a review of complete records or a filing professional
Common Pitfalls
- Do not mix cash-basis and accrual-basis logic in the same analysis without flagging it
- Do not round intermediate calculations — only round the final presented figure, and state rounding conventions
- Do not assume tax law is static — always caveat that tax provisions change by year and jurisdiction
- Do not present an unbalanced journal entry — this is a hard error signal, recheck immediately
- Do not conflate book value with fair market value or tax basis — these are frequently different figures
- Do not skip stating the entity type — treatment for a sole proprietor differs materially from a C-corp or partnership
- Never fabricate specific dollar figures or citations when the actual source document/standard is unknown — say so instead