feat(kb): add trading-domain evidence as PP-1 and PP-2
claims.json had zero hits for trading, finance or quant, so a real capability could not legally reach any document: the file is the highest-authority source and nothing outside it is claimable. Surfaced while assessing the Citadel Securities Platform Engineer req (Zurich), where domain fluency is exactly what was missing. PP-1 is the self-built investing/signal platform: US-equity price, fundamental and LLM-assisted sentiment ingestion, a long-only cross-sectional residual 12-1 momentum book with ATR stop/trail and max 15 concurrent names, scheduled scan and backtest pipelines, web dashboard and Telegram alerts. PP-2 is the Udacity AI for Trading nanodegree. Two allowed-with-context skills reference both. Written defensively, because this is the kind of entry a later run inflates. Each carries an explicit forbidden list: no PnL, Sharpe, return or backtest figure may EVER be quoted (none is verified); PP-1 is single-user and self-hosted, so never distributed, scalable, production or multi-user; neither implies professional quantitative, trading or finance experience; the nanodegree is never an academic or quant credential. Legitimate use is self-directed domain fluency plus an end-to-end ingestion/backtest/alerting build outside work. PP-1 is also the one claim where full-ownership verbs are correct - it is genuinely solo, unlike the employer work that Scope Discipline governs. Stated in the scope so the two rules do not collide later. JSON valid, validator PASS, 9/9 tests pass. Co-Authored-By: Claude Opus 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01MHtzyTKBcg6BWhD5qFegtK
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@@ -238,6 +238,29 @@
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"scope": "Developed Java/J2EE workflow application features and contributed to integration proofs of concept.",
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"allowed_verbs": ["developed", "contributed", "migrated"],
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"metrics": "unverified"
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},
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{
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"id": "PP-1",
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"scope": "PERSONAL PROJECT (user-supplied 2026-08-25), not professional work. A self-hosted, single-user investing/signal platform Dennis built for himself: ingests daily US-equity prices, fundamentals and sentiment (LLM-assisted); runs one long-only cross-sectional momentum book (top-quintile residual 12-1 momentum, ATR stop/trail, max 15 concurrent names) through scheduled scan and backtest pipelines; surfaces gated setups in a web dashboard plus Telegram alerts. Legitimate use: evidence of self-directed trading-domain fluency and of an end-to-end ingestion/backtest/alerting build outside work. Full-ownership verbs ARE correct here -- unlike his employer work, this is genuinely solo.",
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"allowed_verbs": ["built", "developed", "designed"],
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"forbidden": [
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"any trading track record, PnL, return, Sharpe or backtest performance figure -- none is verified and none may ever be quoted",
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"calling it distributed, scalable, production or multi-user -- it is single-user and self-hosted",
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"implying professional quantitative, trading, finance-domain or investment-management experience",
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"presenting it as employer work or omitting that it is a personal project"
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],
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"metrics": "unverified"
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},
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{
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"id": "PP-2",
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"scope": "Udacity 'AI for Trading' Nanodegree, completed self-study (user-supplied 2026-08-25). Covers quantitative trading fundamentals -- factor construction, alpha signals, backtesting. Pairs with PP-1 as the formal half of self-directed domain grounding.",
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"allowed_verbs": ["completed"],
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"forbidden": [
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"listing it as an academic degree, professional certification or quant credential",
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"presenting it as equivalent to quantitative research or trading experience",
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"using it to qualify for quant, trader, researcher or portfolio-management roles"
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],
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"metrics": "unverified"
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}
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],
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"skills": [
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@@ -259,6 +282,8 @@
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{"name": "custom GPTs", "evidence": "hands-on-current", "output": "allowed-with-context"},
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{"name": "Kiro", "evidence": "hands-on-current", "output": "allowed-with-context"},
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{"name": "Copilot", "evidence": "hands-on-current", "output": "allowed-with-context"},
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{"name": "quantitative/systematic trading concepts", "evidence": "coursework-and-personal-project", "output": "allowed-with-context", "note": "Udacity AI for Trading nanodegree (PP-2) plus the self-built momentum platform (PP-1): factor construction, cross-sectional/residual momentum, ATR stops, backtesting. Self-directed only — NO professional quant, trading or finance experience. Never list under a Professional Experience skills line without the personal-project context, and never as a quant qualification."},
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{"name": "backtesting", "evidence": "personal-project", "output": "allowed-with-context", "note": "PP-1 scheduled backtest pipelines, personal scale. Never quote a result or performance figure."},
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{"name": "TensorFlow/Keras", "evidence": "certification", "output": "certification-context-only"},
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{"name": "PyTorch", "evidence": "coursework-or-personal-unverified", "output": "certification-context-only"},
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{"name": "TypeScript", "evidence": "unverified", "output": "forbidden"},
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