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anthropics/financial-services-plugins271 installs

tax-loss-harvesting

Identify tax-loss harvesting opportunities across taxable accounts. Finds positions with unrealized losses, suggests replacement securities, and tracks wash sale windows. Triggers on "tax-loss harvesting", "TLH", "harvest losses", "tax losses", "unrealized losses", or "year-end tax planning".

How do I install this agent skill?

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

Is this agent skill safe to install?

  • Gen Agent Trust Hubpass

    This skill provides a structured workflow and templates for identifying tax-loss harvesting opportunities. It consists entirely of instructional content and data organization frameworks without any executable code or external data connections.

  • Socketpass

    No alerts

  • Snykpass

    Risk: LOW · No issues

What does this agent skill do?

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

Add the canonical catalog link to the repository README so users can inspect current installs and available audits. The publishing guide covers the complete discovery path.

<a href="https://skillzs.dev/skills/anthropics/financial-services-plugins/tax-loss-harvesting">View tax-loss-harvesting on skillZs</a>