halal-etf-analysislisted

# halal-etf-analysis ## When fired - "Is SPY halal?" - "Halal ETFs for tech exposure" - "Screen VOO" - "What's the purification rate on QQQ?" ## Process 1. Load `references/disclaimer.md`. 2. Detect audience. 3. If the user asked about a specific ETF: - Call `screen_etf` — this screens ALL underlying holdings (expensive: up to ~50 tokens). - Tell the user up front: *"Screening an ETF screens every holding. This costs ~50 tokens on your Free plan."* If user declines, offer `get_etf_info` (~2 tokens) with holdings list only and the user can pick names to screen individually. - Render overall verdict (e.g., "SPY — 58% of holdings compliant, purification rate 2.8%"). ETFs are rarely fully halal — almost always report a purification rate. - If user asks for investment amount + dividend income, call `etf_purification` to show concrete dollar amounts. 4. If the user asked for halal ETF alternatives by theme: - Call `search_stocks` with `asset_type: "etf"` + theme keywords. - Screen top 3–5 candidates and rank by compliant-%. ## ~N tokens per run - Full ETF screen: ~30–50 tokens. - Holdings-list only: ~2 tokens. - Alternative search + screens: ~15–25 tokens. ## Output structure (per verdict-format.md ETF variant) 1. Headline with overall compliant-% and purification rate. 2. 5-methodology summary aggregated across holdings. 3. Top 3 non-compliant holdings by weight. 4. Purification calculation (if investment amount + dividend income provided). 5. Halal ETF a