feat: add extraction schema, sidebar nav, few-shot prompting, and prompt settings
Overhaul extraction pipeline with new TradeItem model, conversation flow, and dedicated extraction endpoint. Add sidebar navigation with NavMenu component and landing page. Introduce few-shot prompting service and tests. Add prompt settings and email upload specs. Update OpenSpec tooling with improved export-spec and extract-feature commands. Archive completed changes and export full specs. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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examples/extraction/few-shot/01/input.html
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examples/extraction/few-shot/01/input.html
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<html>
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<body>
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<p>Subject: RE: AG – Inflation swaps – CVA Request</p>
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<p>Ovi,</p>
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<p>Hope you are well.</p>
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<p>Could you kindly share indicative CVA for the below two inflation swaps, assuming the counterparty is Assured Guaranty UK Limited (formerly Assured Guaranty (Europe) Ltd), which is rated AA- by S&P and A1 by Moody's please?</p>
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<p>OB 27/11/2025</p>
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<p><b>Swap 1 – please price standalone</b></p>
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<table border="1">
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<tr><th></th><th>CSA</th><th>Murex</th><th>PV (£)</th></tr>
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<tr><td>Coupon Leg</td><td>BTMU_JPY</td><td>79353083</td><td>4,562,456</td></tr>
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<tr><td>APD leg</td><td>BTMU_JPY</td><td>79353084</td><td>76,985,170</td></tr>
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</table>
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<p>Total PV: 81,547,626</p>
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<p><b>Swap 2 – please price standalone</b></p>
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<table border="1">
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<tr><th></th><th>CSA</th><th>Murex</th><th>PV (£)</th></tr>
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<tr><td>Coupon Leg</td><td>BTMU_JPY</td><td>79353093</td><td>1,663,261</td></tr>
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<tr><td>APD leg</td><td>BTMU_JPY</td><td>79353094</td><td>41,333,773</td></tr>
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</table>
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<p>Total PV: 42,997,034</p>
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<p>Many thanks.</p>
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<p>Kind regards,</p>
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</body>
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</html>
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36
examples/extraction/few-shot/01/output.json
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examples/extraction/few-shot/01/output.json
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{
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"items": [
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{
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"valuedate": "27/11/2025",
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"counterparty": "Assured Guaranty UK Limited (formerly Assured Guaranty (Europe) Ltd)",
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"trade_id": 79353083,
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"display_ccy": "GBP",
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"pv": 4562456,
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"breakclause": "N"
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},
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{
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"valuedate": "27/11/2025",
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"counterparty": "Assured Guaranty UK Limited (formerly Assured Guaranty (Europe) Ltd)",
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"trade_id": 79353084,
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"display_ccy": "GBP",
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"pv": 76985170,
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"breakclause": "N"
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},
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{
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"valuedate": "27/11/2025",
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"counterparty": "Assured Guaranty UK Limited (formerly Assured Guaranty (Europe) Ltd)",
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"trade_id": 79353093,
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"display_ccy": "GBP",
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"pv": 1663261,
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"breakclause": "N"
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},
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{
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"valuedate": "27/11/2025",
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"counterparty": "Assured Guaranty UK Limited (formerly Assured Guaranty (Europe) Ltd)",
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"trade_id": 79353094,
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"display_ccy": "GBP",
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"pv": 41333773,
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"breakclause": "N"
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}
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]
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}
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14
examples/extraction/few-shot/02/input.html
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examples/extraction/few-shot/02/input.html
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<html>
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<body>
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<p>Subject: CVA quote – USD interest rate swap</p>
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<p>Hi team,</p>
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<p>Please provide CVA for the following single interest rate swap with Deutsche Bank AG, London Branch.</p>
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<p>Value date: 15/03/2026</p>
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<table border="1">
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<tr><th></th><th>CSA</th><th>Murex</th><th>PV ($)</th></tr>
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<tr><td>Fixed Leg</td><td>DB_USD</td><td>81200451</td><td>12,750,000</td></tr>
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</table>
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<p>Thanks,</p>
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<p>Sarah</p>
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</body>
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</html>
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12
examples/extraction/few-shot/02/output.json
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examples/extraction/few-shot/02/output.json
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{
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"items": [
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{
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"valuedate": "15/03/2026",
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"counterparty": "Deutsche Bank AG, London Branch",
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"trade_id": 81200451,
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"display_ccy": "USD",
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"pv": 12750000,
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"breakclause": "N"
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}
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]
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}
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examples/extraction/few-shot/03/input.html
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examples/extraction/few-shot/03/input.html
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<html>
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<body>
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<p>Subject: RE: CVA – Cross-currency swap with break clause</p>
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<p>Dear Ovi,</p>
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<p>Could you provide indicative CVA for the below cross-currency swap with Barclays Bank PLC? Note: this trade has a break clause at the 5-year point.</p>
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<p>OB 01/06/2025</p>
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<table border="1">
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<tr><th></th><th>CSA</th><th>Murex</th><th>PV (€)</th></tr>
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<tr><td>EUR Leg</td><td>BARC_EUR</td><td>77890112</td><td>8,421,300</td></tr>
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<tr><td>GBP Leg</td><td>BARC_EUR</td><td>77890113</td><td>22,105,800</td></tr>
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</table>
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<p>Thanks,</p>
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<p>Mark</p>
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</body>
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</html>
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20
examples/extraction/few-shot/03/output.json
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examples/extraction/few-shot/03/output.json
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{
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"items": [
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{
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"valuedate": "01/06/2025",
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"counterparty": "Barclays Bank PLC",
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"trade_id": 77890112,
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"display_ccy": "EUR",
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"pv": 8421300,
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"breakclause": "Y"
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},
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{
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"valuedate": "01/06/2025",
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"counterparty": "Barclays Bank PLC",
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"trade_id": 77890113,
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"display_ccy": "EUR",
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"pv": 22105800,
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"breakclause": "Y"
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}
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]
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}
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