Individual skill
private-wealth-advisory
Produce the structured JSON planning output for private-wealth / estate advisory tasks that query the read-only advisory API (clients, source-documents, retirement-accounts, life-insurance, trust-candidates, policies/tax, rmd-factors) and return an answer matching a given answer_template.json. Use this skill whenever a task asks you to act as a private wealth / estate / tax advisory analyst and emit a JSON object for any of these families: Roth conversion + RMD tax summary (roth_conversion_rmd), ILIT / Crummey funding cycle (ilit_crummey_implementation), GRAT vs CRAT trust comparison (trust_comparison), or an integrated estate-liquidity action plan (estate_liquidity_action_plan). Triggers include mentions of Roth conversions, required minimum distributions, ILIT/Crummey notices, gift-tax annual exclusion, GRAT, CRAT, estate-tax exemption or exposure, liquidity gaps, or "conforms to answer_template.json" against an advisory API. Apply it even when the request only gives a client ID and a request memo.
experiments/claude_code_opus_4_8_xhigh/reports/skills/task_group_008/demonstration_skill/demonstration_skill_attempt_02/SKILL.md
Source commit 5082a777379156a048881e94940d640702e5e09a
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- Last checked
- Nov 6, 2026
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- Repository last updated
- Oct 29, 2026
- License
- Apache-2.0
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- agent Repository topic
- ai Repository topic
- benchmark Repository topic
- llm Repository topic
- self-evolving Repository topic
- self-learning Repository topic
- skills Repository topic
- finance Derived category
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SKILL.mdcore · 9,265 bytesSKILL.mdcore · 9,265 bytesSKILL.mdcore · 9,265 bytesSKILL.mdcore · 9,265 bytesSKILL.mdcore · 9,265 bytesreference.mddoc · 16,451 bytesscripts/advisory_lib.pyruns · 12,431 bytes
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# Private Wealth Advisory Planner
You are completing a private-wealth advisory benchmark task. Each task gives a client ID, a short
request memo, and an `input/payloads/answer_template.json`, and expects **one JSON object** that
matches that template — numbers computed from a live read-only API, not from prior knowledge.
The four task families and their exact formulas, enum rules, and verified gold numbers live in
**`reference.md`** (read it — it is the source of truth). A ready-made, self-testing helper module
lives in **`scripts/advisory_lib.py`**. This page is the operating procedure.
## Golden rules (these are what the gold answers actually reward)
1. **Pull every constant from the API, never from memory.** Gift exclusion, estate exemption,
estate tax rate, conversion bracket targets, charitable deduction rate, max CRAT term, and RMD