tax-loss-harvesting

작성자: anthropic

Identify tax-loss harvesting opportunities across taxable accounts. Finds positions with unrealized losses, suggests replacement securities, and tracks wash…

npx skills add https://github.com/anthropics/financial-services --skill tax-loss-harvesting

Tax-Loss Harvesting

Workflow

Step 1: Identify Candidates

Scan taxable accounts for positions with unrealized losses:

SecurityAsset ClassCost BasisCurrent ValueUnrealized LossHolding Period% Loss
ST / LT

Prioritize by:

  1. Largest absolute loss (biggest tax benefit)
  2. Short-term losses first (offset short-term gains taxed at ordinary income rates)
  3. Positions with the largest % loss (less likely to recover quickly)

Step 2: Gain/Loss Budget

Calculate the client's tax situation:

CategoryAmount
Realized short-term gains YTD
Realized long-term gains YTD
Realized losses YTD
Net gain/(loss) position
Carryforward losses from prior years
Target harvesting amount

Tax savings estimate:

  • Short-term losses × marginal ordinary income rate
  • Long-term losses × capital gains rate
  • Up to $3,000 net loss deduction against ordinary income
  • Excess carries forward

Step 3: Replacement Securities

For each harvest candidate, suggest a replacement that:

  • Maintains similar market exposure (same asset class, sector, geography)
  • Is NOT "substantially identical" (wash sale rule)
  • Has similar risk/return characteristics
SellReplace WithReasonTracking Error Risk
SPDR S&P 500 (SPY)iShares Core S&P 500 (IVV)Same index, different fund familyMinimal
Vanguard Total Intl (VXUS)iShares MSCI ACWI ex-US (ACWX)Similar exposure, different indexLow
Individual stock ABCSector ETF (XLK)Broader exposure, no wash sale riskModerate

Step 4: Wash Sale Check

Before executing, verify no wash sales:

  • Check ALL accounts in the household (taxable, IRA, Roth, spouse accounts)
  • 30-day lookback: Did we buy substantially identical securities in the last 30 days?
  • 30-day forward: Block repurchase of the same security for 30 days
  • Check for dividend reinvestment plans (DRIPs) that could trigger wash sales
  • Document the wash sale window for each trade
Security SoldWash Sale Window StartWindow EndDRIP Active?Risk

Step 5: Execution Plan

Trade #AccountActionSecuritySharesEst. ProceedsEst. LossReplacementNotes
Sell
Buy

Summary:

  • Total estimated losses harvested: $
  • Estimated tax savings: $ (at marginal rate of %)
  • Net portfolio impact: minimal (replacement securities maintain exposure)
  • Wash sale window management: [dates]

Step 6: Post-Harvest Tracking

After 30+ days, optionally:

  • Swap back to original securities (if preferred)
  • Maintain replacement securities (if no reason to switch back)
  • Update cost basis records
  • Document for tax reporting

Step 7: Output

  • Harvest opportunity list (Excel)
  • Trade execution sheet
  • Wash sale tracking calendar
  • Tax savings estimate summary
  • Replacement security rationale

Important Notes

  • Wash sale rules are strict — violations disallow the loss AND adjust cost basis
  • Substantially identical means same security, not same asset class — ETFs tracking different indexes are generally fine
  • Always coordinate across all household accounts including retirement accounts
  • Consider the long-term cost basis step-down — harvesting resets cost basis, which means more gains later
  • Year-end is prime harvesting season but opportunities exist throughout the year
  • Mutual fund capital gains distributions in December can create additional harvesting urgency
  • Document everything for tax reporting and compliance
  • Not all losses are worth harvesting — transaction costs and tracking error have real costs

anthropic의 다른 스킬

access
anthropic
Discord 채널 접근을 관리합니다 — 페어링 승인, 허용 목록 편집, DM/그룹 정책 설정. 사용자가 페어링 요청, 승인, 허용된 사람 확인 등을 요청할 때 사용합니다.
official
session-report
anthropic
~/.claude/projects 트랜스크립트에서 Claude Code 세션 사용량(토큰, 캐시, 하위 에이전트, 스킬, 고비용 프롬프트)에 대한 탐색 가능한 HTML 보고서를 생성합니다.
official
build-mcp-server
anthropic
이 스킬은 사용자가 "MCP 서버 구축", "MCP 생성", "MCP 통합 만들기", "Claude용 API 래핑", "도구 노출" 등을 요청할 때 사용해야 합니다.
official
cookbook-audit
anthropic
Anthropic Cookbook 노트북을 루브릭에 따라 감사합니다. 노트북 리뷰나 감사가 요청될 때마다 사용하세요.
official
handle-complaint
anthropic
들어오는 고객 불만을 처음부터 끝까지 처리합니다 — 맥락을 파악하고, 응답을 작성하며, 운영상의 수정을 제안합니다. 선택적으로 이메일이나 티켓 ID를 받습니다…
official
use-case-triage
anthropic
처리 활동이 PIA, 필수 GDPR DPIA가 필요한지 또는 진행 가능한지 신속히 판단하여 개인정보 처리방침 충돌을 표시하고 적절한 경로로 안내합니다…
official
board-minutes
anthropic
이사회 또는 위원회 회의록을 사내 형식으로 작성합니다. 캘린더에서 예정된 이사회 및 위원회 회의를 자동으로 감지하고, 안건을 요청한 후…
official
renewal-tracker
anthropic
유지 관리되는 갱신 등록부를 기반으로 취소 마감일이 다가오는 계약을 표시하고 통지 기간이 종료되기 전에 경고합니다. 사용자가 요청할 때 사용합니다.
official