AI Skill Report Card

Performing Accounting Analysis

A-84·Aug 23, 2026·Source: Web
14 / 15

For any accounting question, follow this sequence:

  1. Identify the applicable framework (GAAP, IFRS, or tax code — specify which)
  2. State the relevant standard/section (e.g., ASC 606, IRC §162)
  3. Apply it to the specific facts with numbers shown in full (no rounding without stating it)
  4. Show the journal entry or calculation explicitly
  5. 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
14 / 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:

  1. Verify statements tie out (balance sheet balances, retained earnings rolls forward correctly)
  2. Check for consistency across periods (comparability)
  3. Identify unusual fluctuations and provide plausible explanations
  4. Compute relevant ratios (liquidity, solvency, profitability) only when asked or clearly useful
  5. State limitations of the analysis (e.g., no access to full general ledger)

For tax questions:

  1. Identify tax year and confirm current law applies (tax law changes yearly)
  2. Distinguish book-tax differences (permanent vs. temporary)
  3. Cite specific IRC section or Treasury Regulation
  4. 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
17 / 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
  • 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
  • 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
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Grade A-AI Skill Framework
Scorecard
Criteria Breakdown
Quick Start
14/15
Workflow
14/15
Examples
17/20
Completeness
17/20
Format
14/15
Conciseness
13/15