High-risk tools in Tengu
17 of the 337 tools in Tengu are classified as high risk. This page profiles those tools specifically, with recommended policy actions and the attack patterns that target them.
Every operation listed below is an action PolicyLayer recommends controlling at the transport layer. Open any tool to see the full profile, risk score, and YAML policy snippet.
Tools at high risk
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tengu_v3_backtest_run_detailExecuteDetail for a single backtest run
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tengu_v3_briefing_dailyExecuteDaily briefing for a given user_id: regime, overnight futures, earnings_today, macro_today, watchlist_signals, news_highlights, risk_exposure, top_movers. ALWAYS returns a brief...
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tengu_v3_factor_predictorsExecuteacademic open-source predictor panel for one stock — a compact vector of 13 replicated accounting anomalies (Sloan accruals, Cooper-Gulen-Schill asset growth, Titman capital inv...
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tengu_v3_intel_darkpool_historyExecuteHistorical dark-pool (off-exchange) prints for one ticker — the per-print warehouse capture behind the live /intel/darkpool tool. Call to find WHEN large blocks hit and whether ...
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tengu_v3_intel_gex_historyExecuteHistorical dealer gamma-exposure (GEX) for one ticker — daily per-strike snapshots behind the live /intel/gex tool. Call for 'how did dealer positioning shift into OPEX / earnin...
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tengu_v3_intel_ml_driversExecuteTop-N SHAP feature attributions for the ML ensemble score on a ticker: drivers[] ranked by |SHAP| with feature (e.g. beta_cma, vol_21d), signed shap_value, direction (bullish/be...
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tengu_v3_intel_ml_predictionExecuteLatest ensemble ML prediction for the ticker, with full conformal interval + 19-voter decomposition. Sourced from the nightly ensemble scoring run (refreshed nightly Mon-Fri, ~1...
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tengu_v3_intel_options_flow_historyExecuteHistorical options-flow aggregates for one ticker — the ~60s warehouse capture behind the live /intel/options_flow tool. Call when you need how flow EVOLVED (e.g. 'was NVDA flow...
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tengu_v3_news_sentiment_historyExecuteDaily aggregated news sentiment for one company back to 2000 — mean event sentiment (ESS), event count and mean relevance per day from the news-analytics archive (2000-2025) sti...
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tengu_v3_optimizer_latestExecuteLatest optimizer weights — the current weight set from the most recent optimization run. Call this when the user asks what the optimizer is currently recommending or how the lat...
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tengu_v3_prices_corporate_actionsExecuteComplete corporate-action history — every cash dividend, stock split and distribution (research-grade distcd-coded with divamt, facpr/facshr factors and declare/ex/record/pay da...
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tengu_v3_private_markets_service_provider_relationsExecuteReverse adviser index for one service provider: every deal, company, investor, fund or LP the firm has advised (relation= picks the edge, limit default 50). PRIMARY tool for 'wh...
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tengu_v3_reference_coverageExecuteCROSSWALK COVERAGE — what the reference dataset actually contains, measured live and stated as numbers rather than adjectives: securities and issuers carried and how many are st...
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tengu_v3_supply_chain_relationshipsExecuteThe SUPPLY-CHAIN GRAPH around one company — its customers, suppliers, competitors and partners in one call, each with the relationship's start date, whether it is still open, wh...
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tengu_v3_tape_barsExecuteIntraday minute bars for one equity from FIRM's own market-data capture (~10.5k tickers, extended hours included). Use when an agent needs REAL intraday price/volume history — h...
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tengu_v3_validation_trialsExecuteRecent trials recorded in the DSR registry (limit param, default 100). Call it when the user asks what backtests or experiments have been run, or to audit the multiple-testing h...
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tengu_v3_workforce_layoffsExecuteWARN-Act LAYOFF FILINGS for one company — the public notices an employer must file WEEKS BEFORE a cut, so they lead the press release and the next earnings call. Returns each fi...
Attacks that target this class
High-risk tools in any server share these documented attack patterns. Each links to the full case and the defensive policy.