{"schema_version":"v2.0","name":"Truth Bear — Cross-Line Cascade & Leading Signals for AI Agents (GAUGE engine)","description":"Pay-per-call signals for AI agents via x402 (USDC on Base, no API key). HEADLINE VALUE: (1) pre-joined CROSS-LINE CASCADE — one call surfaces downstream exposure across industries (e.g. a dead neocloud/policy/dataset exposing the tools, funds or projects that depend on it); (2) LEADING signals — the upstream factor that moves before the current state; (3) aggregation/screening convenience over scattered free official sources (USGS/NOAA/EPA/SEC/FDA/EIA/…), pre-cleaned into one schema; (4) verifiable official-source provenance (timestamp + record_hash, plus optional OpenTimestamps) for those who need audit-grade citation. Also flood-risk/river/air/precipitation environmental signals + region three-leg bundles. Pure description, no judgment/prediction. Provenance / OTS note: the Bitcoin-anchored OpenTimestamps proof is a scoped compliance / dispute-grade provenance feature (audit trails, parametric-trigger disputes, regulatory citation) — not the headline; timestamp + record_hash cover everyday verification.","url":"https://aeml-x402.zeabur.app","x402_version":1,"provider":"Truth Bear","payment":{"protocol":"x402","network":"base","asset":"USDC","no_api_key":true,"payTo":"0x2d16a243ba9facc6ac85519d5efad2149dc4c6c3"},"citation":{"enabled":true,"issuer_DID":"did:key:z6MkjSqVEigLT2eyFzJ9Vhb3DJD2wmwGosSbk1PJ1GTnuABV","key_id":"kid-2026-07","verify":"獨立離線驗證器 verify.mjs(citation-object);零連網重算+驗簽"},"capabilities":[{"id":"gauge_signal","name":"GAUGE single-signal record (any signal_id — crypto/macro/shipping/earthquake/flood/…)","endpoint":"/gauge","method":"GET","price":"$0.05","input":{"signal_id":"genus.species (ASCII binomial). /gauge serves the WHOLE signal universe, not only hydrology — e.g. crypto.spot | macro.unemployment | shipping.route-disruption | earthquake.current_activity | stablecoin.industry-timeline | hydrology.river-level | … . Full queryable list: free /gauge/catalog","entity":"object id, varies by signal_id — e.g. btc | us | hormuz | alaska-aleutians | 07010000 (USGS site). Full queryable list: free /gauge/catalog or /gauge/preview"},"description":"Screening-level official record (not decision-grade), one schema across 90+ signals: current reading + official standard_ruler (band/threshold/distance-to-action) + 5yr seasonal percentile. Unlike source-URL-only providers at this price, every record carries a canonical sha256 (recomputable offline from the delivered payload; hash_core_version tells you which core contract), an Ed25519 citation, and CADENCE-AWARE freshness. Free pre-purchase check: /gauge/coverage."},{"id":"raw_reading_free","name":"Raw hydrology reading (free)","endpoint":"/gauge/raw","method":"GET","price":"free","input":{"signal_id":"hydrology.*","entity":"USGS site id"},"description":"Base river reading (current/previous/change/trend/sources/CV) — free funnel."},{"id":"gauge_coverage","name":"Coverage + freshness manifest (free)","endpoint":"/gauge/coverage","method":"GET","price":"free","input":{"industry":"optional filter","signal_id":"optional filter","entity":"optional filter","summary":"optional 1 for compact per-signal counts"},"description":"FREE coverage transparency: the full catalog of every signal_id (label/industry/record_type/description/factory) plus its live coverage — which entities are currently present with each entity latest observed_at, data_age_hours and a CADENCE-AWARE freshness label, a per-signal count summary and a top-level totals breakdown. Thresholds are not a single fixed number: they vary by the signal cadence (hourly/daily fresh<=24h recent<=192h … monthly fresh<=840h recent<=3600h … annual fresh<=9000h recent<=35040h) and the exact per-cadence table is returned machine-readable in this endpoint response as freshness_thresholds (plus freshness_rule in prose). Age is computed at request time (now - observed_at), so a line whose collector stopped decays out of fresh on its own; a line older than its cadence ceiling is labeled stale + dead_source. THE SAME function labels the paid responses (provenance.freshness), so the pre-purchase label matches the post-purchase one. Lets a buyer AI-agent check is-my-entity-covered-and-how-fresh BEFORE paying. Filter by industry/signal_id/entity or summary=1. Cached ~300s."},{"id":"region_bundle","name":"Region three-leg bundle","endpoint":"/gauge/region","method":"GET","price":"$0.10","input":{"loc":"us-stlouis | us-memphis | us-chicago | …"},"description":"Air + precipitation + nearby river for one location, with cross-line corroboration narrative."},{"id":"cross_station_scan","name":"Cross-station census","endpoint":"/gauge/census","method":"GET","price":"$1","input":{"signal_id":"…"},"description":"All stations for a signal + band/frequency/percentile screening columns — scan anomalies."},{"id":"gauge_history","name":"History time-series & export (paid)","endpoint":"/gauge/history-series","method":"GET","price":"$0.50","input":{"signal_id":"e.g. hydrology.river-level | stablecoin.lifecycle | …","entity":"object id (see /gauge/coverage)","days":"optional lookback, default 400, cap 1000","format":"json (default) | csv"},"description":"Paid full retained time-series for one (signal_id, entity) for research / actuarial / base-rate use: all snapshots up to days (default 400, cap 1000) ordered snapshot_date ASC — snapshot_date, observed_at, data_age_hours, current, band (standard_ruler band), record_hash. format=csv returns a header row + flattened current; default json. History depth grows over time (data is being accumulated; early records may be sparse); curated/emerging lines snapshot weekly while live lines snapshot daily/hourly, so time-series granularity varies by line. Free 7-snapshot shape preview at /gauge/history-preview."},{"id":"gauge_subscribe","name":"Subscription — one-time registration → stateless token (paid)","endpoint":"/gauge/subscribe","method":"GET","price":"$9.90","input":{},"description":"Pay ONCE via x402 to mint a STATELESS signed subscription token (HMAC, no account, no login, no session, no server-side storage). Response returns { token, plan: watchlist, expires_at, days }. Send the token as Authorization: Bearer <token> or ?token= on /gauge/watch and /gauge/watch-changes to read a batch watchlist without per-call payment. Default validity GAUGE_SUB_DAYS (30). Renew by calling this endpoint again. The free tier (coverage, history-preview, discovery, single-call region pay-per-call) is completely unaffected. If the operator has not configured GAUGE_SUB_SECRET, this returns a not-configured message and mints nothing."},{"id":"gauge_watch","name":"Batch watchlist read (subscription-gated, no per-call pay)","endpoint":"/gauge/watch","method":"GET","price":"free (subscription token required)","input":{"items":"comma-separated industry:entity pairs, e.g. drug-detail:carboplatin,border-wait:laredo-world-trade,drug-shortage:oncology (cap 30)","token":"optional ?token= (or Authorization: Bearer <token>)"},"description":"One call returns the whole watchlist state — for each industry:entity item its latest per-signal bundle (signal_id, entity_name, current, band, observed_at, data_age_hours, record_hash) + provenance. Served from stored SQL snapshots (not live). Requires a valid subscription token (from /gauge/subscribe); invalid/expired/missing → 401. The client holds its own list (?items=); nothing is stored server-side. Batch/portfolio unit for monitoring many entities in one request. Stateless — no account, no login."},{"id":"gauge_watch_changes","name":"Watchlist delta / poll (subscription-gated, webhook-lite)","endpoint":"/gauge/watch-changes","method":"GET","price":"free (subscription token required)","input":{"items":"comma-separated industry:entity pairs (cap 30)","since":"ISO timestamp or unix seconds; default 24h ago","token":"optional ?token= (or Authorization: Bearer <token>)"},"description":"Poll-based delta of the same watchlist: for each item returns only the signals whose observed_at is newer than ?since (state refreshed since the client last checked). Webhook-lite monitoring; a true push webhook is a future addition. Requires a valid subscription token; invalid/expired/missing → 401. Includes provenance. Stateless — the client holds its own list, nothing stored server-side."},{"id":"crop_drought_check","name":"Crop drought & condition check (agriculture triangle)","endpoint":"/gauge/agri-region","method":"GET","price":"$0.10","input":{"loc":"us-iowa | ar-pampas | br-matogrosso | ua-ukraine | ru-southrussia | cn-northchina | au-nsw | in-punjab | …"},"description":"One grain region: agricultural drought (soil moisture vs official USDM D0–D4) + heat/GDD stress + crop vegetation health (NOAA VHI) + cross-validation (has drought hit the crop canopy yet). Yield/drought risk for ag traders & crop insurers. Global grain belts."},{"id":"grid_stress_check","name":"Grid stress, power price & energy inflation check (power grid triangle)","endpoint":"/gauge/grid-region","method":"GET","price":"$0.10","input":{"loc":"us-ercot | us-caiso | us-pjm | us-miso | us-nyiso | eu-germany | eu-france | eu-uk | eu-spain | jp-japan | au-nem | in-india"},"description":"One grid region: electricity demand pressure (temperature degree days HDD+CDD, load proxy) + renewable resource (solar/wind generation potential) + energy inflation (US CPI Energy YoY) / natural gas price (Henry Hub) + cross-validation (high demand × low renewables = grid squeeze → energy price/inflation up). For power/energy & macro/inflation traders, utilities, renewable investors. Weather-driven proxy, not actual MW."},{"id":"route_disruption_check","name":"Shipping route disruption, sea-state & vessel throughput check (shipping triangle)","endpoint":"/gauge/shipping-region","method":"GET","price":"$0.10","input":{"loc":"suez-redsea | panama-pacific | malacca | hormuz | goodhope | channel | biscay | northsea | gulfmexico | southchinasea | bengal | northpacific"},"description":"One chokepoint/port: logistics-flow disruption (sea state WMO + wind vs operational thresholds → operable/marginal/disrupted/severe) + sea-state cause (wave decomposition: local-storm wind-wave vs distant-swell) + live AIS vessel throughput (waiting/anchored vs transiting + congestion) + cross-validation (has the sea-state disruption reduced actual flow, or is the port absorbing it). For shipping lines, commodity/freight traders, forwarders, ports, marine insurers. Global logistics flow-rate. Weather-driven + AIS-sampled proxy."},{"id":"filing_distress_check","name":"Corporate filing distress & insider check (regulatory filing triangle)","endpoint":"/gauge/filing-company","method":"GET","price":"$0.10","input":{"entity":"AAPL | AMC | CVNA | GME | BA | F | TSLA | … (ticker)"},"description":"One company: 8-K material events (item severity — bankruptcy/default/restatement/delisting = critical) + NT late-filing delinquency (distress leading indicator) + Form 4 insider net open-market buy/sell + cross-validation (do insiders confirm the disclosed distress by selling, or contradict it by buying — turnaround divergence). For event-driven/activist/short funds, quant funds, credit & distressed analysts, forensic auditors, compliance. All official SEC EDGAR, verifiable."},{"id":"climate_policy_check","name":"Climate policy lifecycle & carbon-project cascade check (climate policy triangle)","endpoint":"/gauge/policy-region","method":"GET","price":"$0.10","input":{"entity":"kyoto-protocol | eu-ets | us-inflation-reduction-act | au-carbon-pricing | … (policy id)"},"description":"One climate policy: full lifecycle (enacted → repealed/expired + lifespan days + death type) + official distress events (repeal bills, court challenges, budget cuts = upstream leading indicator) + dependency cascade (policy death → dependent carbon projects/CDM exposed = downstream E→A cross-validation) + narrative. Complete industry cycle (unique to emerging industries). For carbon traders, project developers, ESG funds, climate reinsurers, policy consultants. Official legislation records, verifiable."},{"id":"ai_tool_alive_check","name":"AI tool / MCP alive-oracle & death forensics (AI tool triangle)","endpoint":"/gauge/tool-region","method":"GET","price":"$0.10","input":{"entity":"mammoth-ai | jasper-ai | perplexity-ai | github-mcp-server | … (tool/MCP id)"},"description":"One AI tool or MCP server: alive oracle + lifecycle (real DNS/HTTP for web tools, GitHub archived/last-push for MCP servers; launch → death + lifespan) + decay-warning signals (page gone, pricing hike, GitHub archived, consecutive absences = upstream leading) + zombie detection (a dead tool still recommended by AI engines/directories = downstream cross-validation of whether the ecosystem has caught up). For AI agent builders (check a tool is alive before recommending), enterprise AI, app developers, MCP hosts. Observable facts, verifiable."},{"id":"ai_dependency_check","name":"AI dependency deprecation & migration-risk check (AI dependency triangle)","endpoint":"/gauge/dependency-region","method":"GET","price":"$0.10","input":{"entity":"openai-text-davinci-003 | google-palm-text-bison | anthropic-claude-2 | openai-gpt-4o | … (model/API id)"},"description":"One AI model/API/SDK dependency: lifecycle (launch → deprecation + lifespan; AI models die fast ~1.6yr median) + official deprecation notices (announcements, sunset dates, migration guides = strong upstream leading indicator since AI deprecations are always pre-announced) + D→B cascade (model deprecation → dependent AI tools/apps exposed = downstream cross-validation) + narrative. For AI app developers, platform teams, AI tool vendors, enterprise AI. Official deprecation pages, verifiable."},{"id":"ai_promise_check","name":"AI/tech promise-vs-delivery reconciliation check (promise triangle)","endpoint":"/gauge/promise-region","method":"GET","price":"$0.10","input":{"entity":"humane-ai-pin | tesla-optimus | figure-ai | rabbit-r1 | nikola-trucks | cruise-robotaxi | … (company/product id)"},"description":"One committer (AI/robotics/hardware company or product): lifecycle (survival → death/acquisition + lifespan) + promise slippage (timeline delays, spec walk-backs, promise-page removals = upstream leading) + delivery reconciliation (promised vs actually-shipped gap % = downstream core signal) + cross-validation (has the slippage become an unmet promise confirmed by the delivery gap). For AI agents doing due-diligence, VC/growth investors, procurement, competitive analysts. Official promise pages + delivery records, verifiable. Complete industry cycle (emerging industry)."},{"id":"carbon_integrity_check","name":"Carbon-credit project integrity & repricing check (carbon triangle)","endpoint":"/gauge/carbon-region","method":"GET","price":"$0.10","input":{"entity":"kariba-redd | rimba-raya | southern-cardamom | cordillera-azul | katingan-mentaya | … (carbon project id)"},"description":"One VCM carbon project/methodology: lifecycle (registration → registry suspension/delisting/termination + lifespan; Verra/Gold Standard/CDM) + rating drift (BeZero/Sylvera/Renoster downgrades + standard-body reviews/methodology suspensions = upstream leading) + price integrity (credit price collapse / buyer flight / corporate cancellation = downstream cross-validation of whether the market has repriced the integrity flaw) + narrative. For carbon buyers, ESG funds, AI agents doing offset due-diligence, carbon traders, project developers, climate reinsurers. Official registry/standard-body status, verifiable. Complete VCM cycle (emerging industry)."},{"id":"stablecoin_depeg_check","name":"Stablecoin depeg / collapse forensics check (stablecoin triangle)","endpoint":"/gauge/stablecoin-region","method":"GET","price":"$0.10","input":{"entity":"terrausd-ust | iron-titan | neutrino-usdn | binance-usd-busd | usdd-tron | usdc-circle | … (stablecoin id)"},"description":"One stablecoin: lifecycle (launch → depeg-death / regulatory wind-down + lifespan; algorithmic/fiat/crypto-collateralized) + peg distress (off-peg episodes, max deviation, reserve/regulatory warnings = upstream leading) + redemption flight (market-cap collapse / redemption outflow / exchange delisting = downstream cross-validation of whether the market fled) + narrative. Distinguishes market-depeg death (UST) from orderly regulatory wind-down with intact peg (BUSD). For AI agents, treasury/risk teams, exchanges, DeFi protocols, auditors doing stablecoin due-diligence. Official/exchange/regulator records, verifiable. NOT investment advice. Complete cycle (emerging industry)."},{"id":"aicompute_solvency_check","name":"AI-compute / neocloud provider death & solvency check (AI-compute triangle)","endpoint":"/gauge/aicompute-region","method":"GET","price":"$0.10","input":{"entity":"coreweave | lambda | crusoe | together-ai | runpod | genesis-cloud | paperspace | … (GPU-cloud provider id)"},"description":"One AI-compute / neocloud (GPU-as-a-service) provider: lifecycle (founding → cease/acquihire/insolvency + lifespan + tier) + financing distress (layoffs/WARN, data-center lease default, funding stall, GPU-debt strain = upstream leading — capital structure dies before the API) + workload exposure (which downstream AI tools/models/promises hosted on it are exposed when it dies = downstream cross-validation, with bankruptcy-docket/DNS-dead/domain-lapse corroboration; MAXIMUM cross-line cascade into ai-tools/ai-deps/promises) + narrative. Distinguishes graceful acquihire (workloads migrated) from a stranding death. For AI startups/labs with prepaid clusters, compute-orchestration agents, AI-infra VCs doing counterparty due-diligence. Moat: the true capacity/prepaid-obligation ledger of a dead provider is un-reconstructable. Official/status/registry/court records, verifiable. Complete cycle (emerging industry)."},{"id":"depin_liveness_check","name":"DePIN network liveness / ghost-network forensics check (DePIN triangle)","endpoint":"/gauge/depin-region","method":"GET","price":"$0.10","input":{"entity":"helium | render | io-net | akash | filecoin | hivemapper | mxc-dhx | pollen-mobile | … (DePIN network id)"},"description":"One DePIN (Decentralized Physical Infrastructure Network): lifecycle keyed on ACTIVE NODE COUNT / covered-area / paid supply — NOT token price (operating → at_risk → ended → dead/ghost) + reward-claim churn (node operators stop claiming token rewards = earliest on-chain economic unplugging, upstream leading) + downstream supply exposure (when it goes ghost, the consumers that routed workloads onto it are stranded — compute/storage DePIN cascades into ai-compute/ai-tools, sensor/mapping DePIN into data-consumer lines; gated by paid-usage-flatline corroboration = downstream cross-validation & MAX cross-line cascade) + narrative. Detects the GHOST DePIN (node fleet + paid usage → 0 while the token still trades). For AI agents, infra-supply buyers routing wireless/compute/mapping/storage workloads, DePIN token/index allocators. On-chain reward/node/usage records, verifiable. Price is NOT the liveness signal. Complete cycle (emerging industry)."},{"id":"esgfund_greenwash_check","name":"ESG fund / sustainable-ETF greenwashing label-death & delisting check (ESG-fund triangle)","endpoint":"/gauge/esgfund-region","method":"GET","price":"$0.10","input":{"entity":"blackrock-art9-downgrade | amundi-art9-index-range | dws-esg-us-order | esma-name-guideline-cohort | … (fund id)"},"description":"One ESG/sustainable fund or ETF: lifecycle (LABEL death — SFDR Article 9→8 downgrade / \"ESG/sustainable\" stripped from name / removed from sustainable list, fund lives on — vs FUND death — liquidated/delisted) + rating drift (MSCI ESG downgrade / Morningstar sustainable-list removal / index-methodology exclusion = upstream leading, jurisdiction-agnostic across EU-SFDR/US-SEC/UK-SDR) + holdings-integrity cascade (does the fund hold carbon-credit projects [carbon line] or rest on climate legislation [climate-policy line] that are themselves dying → bidirectional cross-line cascade, gated by official corroboration: SFDR filing / name-strip supplement / liquidation-delisting notice / regulator enforcement order = downstream cross-validation) + narrative. Distinguishes label-death (claim died, fund trades) from fund-death (liquidated). Signature cohort: 2022–2023 SFDR Article 9→8 downgrade wave. For allocation/robo-advisor agents, ESG-screening/compliance bots, wealth due-diligence agents. Official SFDR/SEC/ESMA/exchange records, verifiable. NOT investment advice. Complete cycle (emerging industry)."},{"id":"rwa_default_check","name":"RWA / tokenized-asset default & redemption forensics check (RWA triangle)","endpoint":"/gauge/rwa-region","method":"GET","price":"$0.10","input":{"entity":"blackrock-buidl | ondo-ousg | maple-orthogonal-pool | goldfinch-protocol | centrifuge-protocol | … (RWA issuer/pool id)"},"description":"One RWA (tokenized real-world asset) issuer/protocol/pool: lifecycle (launch → default/wind-down/redemption-frozen/delisting; tokenized-treasury/private-credit/real-estate/commodity) + redemption stress (redemption pause/gating, lengthening queue, token discount to NAV = upstream leading — fully on-chain, all asset classes, the most reliable death precursor) + exposure cascade (on-chain default/writedown + which STABLECOINS/lending-markets/vaults hold the dead RWA as reserves/collateral → MAX cross-line cascade into the stablecoin line, gated by on-chain default corroboration = downstream cross-validation) + narrative. RWA = tokenized OFF-CHAIN assets (failure = off-chain default / redemption freeze), distinct from stablecoin peg-break; where a stablecoin holds RWA as reserves that is the cascade edge. For DeFi allocators, on-chain treasury/credit due-diligence agents, protocols holding RWA collateral, auditors. On-chain + attestation + issuer records, verifiable. NOT investment advice. Complete cycle (emerging industry)."},{"id":"smallsat_deorbit_check","name":"Smallsat constellation death / deorbit forensics check (smallsat triangle)","endpoint":"/gauge/smallsat-region","method":"GET","price":"$0.10","input":{"entity":"planet-labs | oneweb | leosat | swarm-tech | satellogic | audacy | … (satellite operator id)"},"description":"One smallsat constellation operator: lifecycle (deploying → operating → degraded → wound-down/acquired vs bankrupt/fleet-dead/deorbited; earth-observation/comms/iot/rf-sigint/weather) + spectrum-milestone (FCC/ITU bring-into-use or deployment-milestone miss, license cancellation/surrender = upstream leading — the license is the legal right to exist, leads fleet death by months-to-years) + orbital-decay (Space-Track/CelesTrak TLE active-satellite-ratio vs claimed, loss of station-keeping, deorbit/re-entry = downstream cross-validation — physically UN-FAKEABLE orbital truth no abandoned dashboard can contradict; gated cascade edge into downstream data-consumer lines: EO→agriculture/shipping, weather→precipitation/airquality, iot/comms→depin/ai-deps) + narrative. Distinguishes corporate death with a still-flying fleet (e.g. OneWeb→Eutelsat) from a real fleet deorbit. For satellite-data procurement agents, space-asset insurers/reinsurers, satellite-IoT/imagery integrators doing supplier DD, LPs. Official FCC/ITU + orbital catalog, verifiable. Complete cycle (emerging industry)."},{"id":"lrt_depeg_check","name":"LRT / restaking depeg & slashing forensics check (LRT triangle)","endpoint":"/gauge/lrt-region","method":"GET","price":"$0.10","input":{"entity":"etherfi-weeth | renzo-ezeth | kelp-rseth | swell-rsweth | eigenlayer | symbiotic | … (LRT / restaking id)"},"description":"One LRT (liquid restaking token) / restaking protocol: lifecycle (operating → at_risk → impaired/ended → dead; keyed on on-chain TVL + redemption-queue + peg-to-ETH-NAV — NOT a $1 fiat peg; by restaking layer eigenlayer/symbiotic/karak) + redemption-queue (withdrawal-queue lengthening = upstream leading — the queue lengthens BEFORE the discount blows out, the earliest structural + most un-reconstructable signal) + collateral-cascade (LRT-as-collateral de-listing/liquidation in DeFi lending markets Aave/Morpho/Euler → MAX cross-line cascade into stablecoin [LRT-collateralized yield coins] and defi-lending, gated by on-chain slashing/exploit corroboration = downstream cross-validation) + narrative. Failure mode = redemption-queue + slashing + discount-to-ETH-NAV, distinct from a stablecoin $1 peg-break. Captures the April-2024 ezETH depeg cascade (~$60M liquidations) as an at_risk episode, not a permanent death (restaking is young). For restakers, DeFi money-market risk agents managing leveraged LRT collateral, LRT-allocator yield agents. On-chain records, verifiable. NOT investment advice. Complete cycle (emerging industry)."},{"id":"wildfire_causalchain_check","name":"Wildfire real-time causal-chain check (fire-weather → active fire → smoke, mature)","endpoint":"/gauge/wildfire-region","method":"GET","price":"$0.10","input":{"region":"us-california | us-pacific-northwest | canada-bc | au-nsw | med-greece | amazon-brazil | siberia-russia | … (fire region id)"},"description":"One fire-prone region, a real-time SEQUENTIAL-CONFIRMATION causal chain (NOT multiplied): fire-weather (hot+dry+windy red-flag conditions = upstream leading, Open-Meteo) → active-fire (NASA FIRMS satellite thermal-anomaly hotspot count + FRP = current state) → smoke-impact (downwind PM2.5 = downstream cross-validation, Open-Meteo). Confidence read by how many stages are lit in causal order (fire-weather red-flag but no fire = high-risk warning; all three lit = active event impacting air). This-moment verifiable values an LLM cannot know live. For property/wildfire insurers, electric utilities (PSPS de-energization), rail/road logistics, ag. Official satellite + weather sources, screening-level. Active-fire leg needs a free FIRMS map key. (Mature signal line — not a death registry.)"},{"id":"nas_ground_stop_check","name":"FAA NAS air-transport ground-stop real-time causal-chain check (aviation-weather → ground-ops → cascade, mature)","endpoint":"/gauge/nas-region","method":"GET","price":"$0.10","input":{"entity":"ewr | lga | jfk | sfo | ord | bos | phl | atl | dfw | den | clt | iah | mia | sea | lax | dca | mco | las | phx | mem | sdf | anc | … (US hub airport IATA id)"},"description":"One US hub airport, a real-time SEQUENTIAL-CONFIRMATION causal chain (NOT multiplied) of FAA NAS operational-disruption state: aviation-weather (METAR flight-category / ceiling / visibility / gust / convective = upstream leading, AviationWeather.gov) → ground-ops (current FAA NAS state — ground stop / GDP ground-delay-program / AFP airspace-flow-program / delay / closure, plus reason and reason_category WEATHER/VOLUME/EQUIPMENT/RUNWAY/OTHER, average delay, airport role, cargo-hub flag) → impact-cascade (realized delay + network propagation — source status, realized-delay-min, gate passed, exposed downstream hubs, air-cargo exposure = downstream cross-validation). Confidence read by how many stages are lit in causal order (adverse aviation weather leading with no FAA program = a high-risk warning; all three lit = an FAA program declared with realized delay propagating to downstream hubs). This-moment FAA and METAR values an LLM cannot know live. Note the reason_category and the air-cargo exposure flag. For air-cargo / logistics / travel agents. Boundary: shipping is the maritime line, this is AIR; the air-cargo-to-maritime tie is a pointer only. Official FAA NAS Status + AviationWeather.gov sources, record_hash + OpenTimestamps verifiable. Screening-level, NOT flight / booking / safety advice. (Mature signal line — 3 signals, not a death registry, no lifecycle or timeline.)"},{"id":"border_wait_check","name":"US land-border crossing-wait real-time causal-chain check (lane-capacity → crossing-wait → freight-delay-realized, mature)","endpoint":"/gauge/border-wait-region","method":"GET","price":"$0.10","input":{"entity":"laredo-world-trade | laredo-colombia | laredo-bridge1 | otay-mesa-commercial | san-ysidro | el-paso-ysleta | el-paso-bota | pharr | hidalgo | nogales-mariposa | calexico-east | brownsville-veterans | detroit-ambassador | detroit-windsor-tunnel | buffalo-peace-bridge | port-huron-bluewater | blaine-pacific-hwy | blaine-peace-arch | champlain | pembina | … (US land port-of-entry id)"},"description":"One US land port of entry, screening-level real-time crossing wait from CBP BWT (Border Wait Times) as a SEQUENTIAL-CONFIRMATION causal chain (NOT multiplied): lane-capacity (upstream leading — commercial lanes/booths open below the maximum: deficit_ratio + lanes_open + maximum_lanes + stream + lanes_closed + port_closed, the structural driver that leads the queue, bands full/minor/reduced/severe/shutdown) then crossing-wait (current CBP wait minutes and port status — current.wait + commercial_delay_min + passenger_delay_min + headline_delay_min + port_status + border + freight_crossing + produce_gateway, bands open/light/moderate/heavy/severe/closed) then freight-delay-realized (downstream cross-validation — commercial standard delay + FAST lane dual-corroboration confirming a FREIGHT-specific jam: current.freight + commercial_delay_min + fast_delay_min + fast_lanes_closed + has_commercial + jit_supply_exposure + cascade_lines, bands clear/freight-strained/freight-jammed/freight-severe). Confidence read by how many stages are lit in causal order (booths reduced then wait rising then freight-jammed confirmed by FAST plus commercial). Note the cascade_lines (agriculture produce-gateway spoilage / shipping intermodal / tariff-policy trade-cost) as the max-perimeter cascade. This-moment CBP BWT wait minutes and port status an LLM cannot know live. For cross-border trucking / 3PL, JIT manufacturers (auto/electronics maquiladora), produce importers, customs brokers, supply-chain-risk agents. Boundary: shipping is maritime, nas is air, tariff-policy is legal trade measures; THIS line is the physical land-border truck/car wait. Official CBP provenance, record_hash + OpenTimestamps verifiable. Screening-level, pure description, NOT travel / routing / customs advice. Free no-key live source. (Mature signal line — 3 signals, not a death registry, no lifecycle or timeline.)"},{"id":"earthquake_check","name":"Earthquake seismic-activity & impact real-time causal-chain check (swarm-rate → current-activity → realized-impact, mature)","endpoint":"/gauge/earthquake-region","method":"GET","price":"$0.10","input":{"entity":"california-san-andreas | cascadia-pnw | alaska-aleutians | japan | sumatra-indonesia | philippines | chile | mexico | central-america | turkey-anatolia | greece-italy-med | iran | nepal-himalaya | new-zealand | iceland | png-solomon | taiwan | caribbean | … (seismic region id)"},"description":"One global seismic region, screening-level real-time seismic activity and impact from USGS as a SEQUENTIAL-CONFIRMATION causal chain (NOT multiplied): swarm-rate (small-event rate ratio vs baseline expected = upstream leading, a DESCRIPTIVE elevated small-event-rate signal, NOT a forecast of a larger quake) → current-activity (current USGS state — max magnitude / event count / max significance / shallowest depth / strongest place / tectonic setting / tsunami-prone, bands quiet/minor/notable/strong/major) → realized-impact (cross-validation — ShakeMap max MMI + PAGER alert level and population exposure + tsunami flag with NOAA/PTWC cross-reference + felt reports + adjacent aftershock risk, bands none/felt/moderate/significant/severe). Confidence read by how many stages are lit in causal order. HONESTY: earthquakes are NOT reliably predicted; the swarm-rate leg is a descriptive elevated small-event-rate signal, not a prediction of a larger event; the tsunami cross-reference (NOAA/PTWC) and the PAGER population exposure are the max-perimeter cascade cross-refs. This-moment USGS values an LLM cannot know live. For supply-chain / logistics planners, parametric insurers, infrastructure operators, humanitarian logistics agents. Official USGS provenance, record_hash + OpenTimestamps verifiable. Screening-level, pure description, NOT emergency, evacuation or safety advice. Free no-key live sources. (Mature signal line — 3 signals, not a death registry, no lifecycle or timeline.)"},{"id":"drug_shortage_check","name":"Drug-shortage burden real-time causal-chain check (onset → burden → entrenchment, mature)","endpoint":"/gauge/drug-shortage-region","method":"GET","price":"$0.10","input":{"entity":"anesthesia | oncology | psychiatry-cns | analgesia-opioid | anti-infective | cardiovascular | neurology | gastroenterology | endocrine | hematology | pulmonary-allergy | ophthalmology | tpn-nutrition | renal | medical-imaging | antiviral | pediatric | dermatology | … (therapeutic-category id)"},"description":"One therapeutic category, screening-level real-time US drug-shortage burden from the FDA/openFDA shortage list as a SEQUENTIAL-CONFIRMATION causal chain (NOT multiplied): onset (drug-shortage.onset new-shortage-onset rate — new_onset_count / current_total / onset_share = upstream leading, the new-shortage-onset rate leads the burden peak, bands quiet/stirring/rising/surging/spiking) then burden (drug-shortage.burden current active-shortage burden per therapeutic category — active_shortage_count / unavailable_count / unavailable_share / therapeutic_category / criticality = current state, bands none/low/elevated/high/severe) then entrenchment (drug-shortage.entrenchment downstream cross-validation — max_duration_days + discontinuing_share + unavailable_share + active_count + discontinuing_count + procurement_stress + manufacturer_distress_candidate + api_import_exposure + cascade_lines + med_device_xref, duration + discontinuation + no-availability confirming the shortage is entrenched, bands transient/sticky/entrenched/attriting/critical-loss). Confidence read by how many stages are lit in causal order (rising new onsets then high active burden then entrenched/attriting with discontinuation). Note the cascade_lines (filing manufacturer-distress, shipping + tariff API-import) plus the med_device_xref (drug-device combo, cross-ref only) as the max-perimeter cascade. HONESTY: records report FDA-listed status, availability and dates verbatim; this is screening intel (which category is under supply stress, how many drugs, how long, resolving vs discontinuing), NOT medical, clinical or treatment advice. This-moment openFDA shortage values an LLM cannot know live. For hospital / GPO pharmacy procurement, drug-supply-chain sourcing, PBMs and insurers, pharma competitive-intel, parametric supply-disruption agents. Official openFDA provenance, record_hash + OpenTimestamps verifiable. Screening-level, pure description, NOT medical / clinical / treatment advice. Free openFDA live source (optional key for rate limits only). Boundary: med-device (the X line) is FDA device recalls, THIS line is drug supply availability. (Mature signal line — 3 signals, not a death registry, no lifecycle or timeline.)"},{"id":"drug_detail_check","name":"Per-drug shortage detail + therapeutic-alternative real-time causal-chain check (supply-narrowing → status → alternatives-status, mature)","endpoint":"/gauge/drug-detail-region","method":"GET","price":"$0.10","input":{"entity":"carboplatin | cisplatin | oxaliplatin | methotrexate | fluorouracil | epinephrine | norepinephrine | phenylephrine | atropine | amoxicillin | piperacillin-tazobactam | cefazolin | vancomycin | heparin | dextrose | sodium-chloride | sodium-bicarbonate | lidocaine | ketamine | morphine | hydromorphone | fentanyl | magnesium-sulfate | dexamethasone | … (drug id)"},"description":"One specific drug, screening-level real-time per-drug FDA shortage detail (NDC / manufacturer granularity) plus therapeutic-alternative (ATC-class) shortage cross-validation from openFDA + RxNav/RxClass as a SEQUENTIAL-CONFIRMATION causal chain (NOT multiplied): supply-narrowing (drug-detail.supply-narrowing — current.supply + available_manufacturers + total_manufacturers_listed = upstream leading, fewer available manufacturers is a fragility that leads the shortage, bands broad/adequate/narrow/sole-source/none) then status (drug-detail.status current per-drug FDA shortage state + NDC/manufacturer granularity — current.status + current_records + affected_ndc_count + manufacturer_count + unavailable_share + presentations + drug_class = current state, bands available/limited/in-shortage/severe-shortage/discontinuing) then alternatives-status (drug-detail.alternatives-status downstream cross-validation — current.alternatives + atc_class + alternatives_list + alternatives_also_short + alternatives_short_count + alternatives_total + self_in_shortage + clinical_supply_exposure + cascade_lines, asking whether the same-ATC-class therapeutic alternatives are ALSO in FDA shortage = fallback exhausted, bands alternatives-ok/some-alts-short/most-alts-short/no-safe-alternative/no-alternatives). Confidence read by how many stages are lit in causal order (available manufacturers narrowing then the drug listed in shortage then the ATC-class alternatives also short). Note the cascade_lines (hospital-procurement, drug-shortage therapeutic-category, manufacturer filing) as the max-perimeter cascade. HONESTY: records report the FDA shortage list and same-ATC-class drugs verbatim; this is screening intel, NOT medical, clinical, substitution or treatment advice. This-moment openFDA per-drug shortage and RxNav alternatives values an LLM cannot know live. This is the PER-DRUG + SUBSTITUTION view, finer than the category-level drug-shortage line. For hospital / GPO procurement (buys NDCs not categories) and short-term drug-supply researchers. Official openFDA + NIH/NLM RxNav/RxClass provenance, record_hash + OpenTimestamps verifiable. Screening-level, pure description, NOT medical / clinical / substitution / treatment advice. Free no-key live sources (openFDA + RxNav). Boundary: the drug-shortage sibling line is the therapeutic-category level, THIS line is per-drug/NDC detail plus alternatives. (Mature signal line — 3 signals, not a death registry, no lifecycle or timeline.)"},{"id":"severe_convection_check","name":"Severe convective storm hazard real-time causal-chain check (forecast-risk-env → active-warning-state → realized-severe-reports, mature)","endpoint":"/gauge/severe-convection-region","method":"GET","price":"$0.10","input":{"entity":"tornado-alley-core | tx-panhandle-hail | central-kansas | high-plains-hail-alley | front-range-co | northern-plains | upper-midwest-derecho | corn-belt-il | ohio-valley | tennessee-valley | dixie-alley-core | arklatex | southern-plains-tx | tx-hill-country | southeast-atlantic | florida-peninsula | … (US severe-convective region id)"},"description":"One US severe-convective region, screening-level real-time severe convective storm hazard (hail / damaging wind / tornado) as a SEQUENTIAL-CONFIRMATION causal chain (NOT multiplied): forecast-risk-env (upstream leading — SPC day-1 categorical convective outlook + CAPE/CIN instability + wind gust/shear, hours-to-1-day lead, bands tstm/marginal/slight/enhanced/moderate/high) then active-warning-state (current NWS warnings — active severe-thunderstorm and tornado warnings + watches + PDS emergency, bands none/watch/svr-warning/tornado-warning/pds-emergency) then realized-severe-reports (downstream cross-validation — SPC realized max hail size / max wind / tornado count + hail/wind reports + crop, aviation and power exposure + cross-line cascade, bands none/marginal-severe/significant-hail/significant-wind/tornado-confirmed/violent). Confidence is read by how many stages are lit in causal order (elevated SPC/CAPE risk leading then an NWS warning issued then realized severe reports confirm). Note the cascade_lines (agriculture crop-hail, nas aviation-hail, electricity wind-tornado-outage) as the max-perimeter cascade. This-moment NWS and SPC values an LLM cannot know live. For property / crop / parametric-hail insurers, agriculture and logistics, aviation and fleet, utilities. Official NWS / SPC provenance, record_hash + OpenTimestamps verifiable. Screening-level, pure description, NOT emergency, shelter or safety advice. Free no-key live sources. Boundary: precipitation is rain totals, wildfire fire-weather is hot and dry (the opposite), this is severe-storm hazard. (Mature signal line — 3 signals, not a death registry, no lifecycle or timeline.)"},{"id":"grid_reliability_check","name":"Grid-reliability / grid operational-strain real-time causal-chain check (forecast-stress → stress → realized-strain, mature)","endpoint":"/gauge/grid-reliability-region","method":"GET","price":"$0.10","input":{"entity":"caiso | ercot | miso | pjm | spp | nyiso | isone | bpa | pace | pacw | fpl | soco | tva | duke | psco | azps | aeci | pnm | … (EIA-930 Balancing Authority id)"},"description":"One US Balancing Authority, screening-level real-time grid operational-strain state from EIA-930 as a SEQUENTIAL-CONFIRMATION causal chain (NOT multiplied): forecast-stress (upstream leading — EIA-930 day-ahead demand forecast DF approaching the recent actual peak, forecast_tightness_ratio + df_peak_mw + recent_actual_peak_mw, about a 1-day lead, bands slack/watch/stressed/peak-risk/over-peak) then stress (current EIA-930 operational strain — demand vs recent-peak headroom, demand_mw + recent_peak_mw + headroom_pct + net_generation_mw + total_interchange_mw + import_share + region, bands normal/elevated/tight/critical/emergency) then realized-strain (downstream cross-validation — forecast_error + import_share + over_forecast + demand_mw + forecast_mw + datacenter_exposure + industrial_curtailment_exposure + cascade_lines + weather_driver_xref, confirming the grid RAN TIGHT when demand beat the forecast and import-dependence rose, bands confirmed-slack/nominal/strained/ran-tight/severe-strain). Confidence read by how many stages are lit in causal order (day-ahead forecast tight then current headroom thin then realized strain confirms). HONESTY: EIA-930 has NO outage feed — the realized-strain leg confirms the grid ran tight (operational strain), it is NOT a literal power-outage claim; and this line is KEY-GATED, dormant and empty until a free EIA_API_KEY is set (like wildfire needs a FIRMS key). Note the cascade to ai-compute (data-center power / curtailment exposure) and industrial, plus the weather-driver cross-ref (severe-convection / wildfire). This-hour EIA-930 demand / forecast / interchange values an LLM cannot know live. Boundary: the existing electricity line is an ERA5 degree-days demand proxy plus prices, whereas THIS line is actual EIA-930 grid operations. For data-center / AI-compute site-selection, energy-intensive industrials, demand-response and energy-trading agents, parametric-outage insurers. Official EIA provenance, record_hash + OpenTimestamps verifiable. Screening-level, pure description, NOT dispatch, operational or safety advice. Free EIA_API_KEY-gated live source. (Mature signal line — 3 signals, not a death registry, no lifecycle or timeline.)"},{"id":"hurricane_check","name":"Hurricane / tropical-cyclone real-time causal-chain check (formation-outlook → active-storms → impact-cascade, mature)","endpoint":"/gauge/hurricane-region","method":"GET","price":"$0.10","input":{"entity":"atlantic | epacific | cpacific (NHC basin)"},"description":"One NHC basin, screening-level real-time tropical-cyclone state from NHC/NOAA as a SEQUENTIAL-CONFIRMATION causal chain (NOT multiplied): formation-outlook (upstream leading — NHC Graphical Tropical Weather Outlook official 2-day + 7-day formation probability of disturbances/invests, days ahead of a named storm, a QUOTED official NHC value not a GAUGE forecast, bands none/low/medium/high) then active-storms (current — NHC CurrentStorms.json active tropical cyclones: name / Saffir-Simpson category / max sustained wind / min pressure / position / movement / in-Gulf flag, bands none/depression/tropical-storm/cat1-2/major) then impact-cascade (downstream cross-validation — official storm-surge + hurricane/tropical-storm watches & warnings coverage + realized landfall as the CONFIRMATION GATE, gate none/watch/warning; when gate ≥ warning it authorizes geo-tagged cascade edges into other GAUGE lines — energy (Gulf offshore oil/gas shut-ins), electricity (grid), shipping (ports/sea-state), nas (coastal airport ground-stops), agriculture (crop path), hydrology/precipitation (inland rainfall flooding), filing (insurer 8-K cross-ref) — each edge marked exposed only, firing requires that downstream line’s own official gate; honest-empty [] when offshore / off-season / no geographic intersection) plus a season-timeline (ACE and named/hurricane/major counts vs 1991-2020 climatology, bands below-normal/normal/above-normal/hyperactive). Confidence read by how many stages are lit in causal order (formation odds rising → a named active storm → official coastal watches/warnings). The largest cascade fan-out of any line — a hurricane is the natural coastal-economic cross-validator. This-hour NHC storm position / category / active watch-warning geometry an LLM cannot know live. For energy (Gulf shut-ins), catastrophe/reinsurance/parametric, shipping/logistics, agriculture agents. Official NHC/NOAA provenance (CurrentStorms.json / GTWO / api.weather.gov), record_hash + OpenTimestamps verifiable. Free no-key live sources. 🚨 Screening-level, purely descriptive official NHC data, NOT a forecast beyond what NHC issues and NOT safety / evacuation / emergency advice — for warnings and evacuation consult NHC (nhc.noaa.gov), NWS (weather.gov) and local emergency management. Boundary: precipitation/hydrology (rain/flood), nas (airport ops), shipping (sea-state) are cascade edges not identity; wildfire/earthquake are different perils; filing (insurer 8-K) is cross-reference only. (Mature signal line — 3 signals + a season timeline, not a death registry, no lifecycle.)"},{"id":"drought_check","name":"Drought official-status real-time causal-chain check (onset-pressure → USDM status → impact-cascade, mature)","endpoint":"/gauge/drought-region","method":"GET","price":"$0.10","input":{"entity":"us-california | us-southwest | us-southernplains | us-northernplains | us-cornbelt | us-southeast | us-pacificnw | us-lowermississippi | us-northeast | us-rockies (US climate region)"},"description":"One US climate region, screening-level real-time OFFICIAL drought status as a SEQUENTIAL-CONFIRMATION causal chain (NOT multiplied): onset-pressure (upstream leading — evaporative demand / flash-drought onset: 30-day ET0-minus-precip deficit, the atmospheric thirst that rises weeks BEFORE the USDM category worsens; Open-Meteo ET0, with official EDDI/NOAA CPC as the authoritative reference, bands nominal/ED0/ED1/ED2/ED3) then status (current — the OFFICIAL US Drought Monitor integrative classification D0-D4 + % area coverage, the human-adjudicated weekly blend of ~50 inputs; DMData API, bands none/D0-abnormally-dry/D1-moderate/D2-severe/D3-extreme/D4-exceptional) then impact-cascade (downstream cross-validation — realized hydrological + socioeconomic confirmation gate: USGS streamflow + USDM severe-area coverage authorizing geo cascade edges into other GAUGE lines — agriculture (crops), electricity (hydropower/thermo cooling), shipping (inland river-barge low-water), wildfire (fuel-dryness precursor), hydrology (streamflow drought), energy, filing (cross-ref) — each edge marked exposed only, firing requires that downstream line’s own official gate (USBR reservoir % / USDA disaster designation / USGS low-flow percentile are reference sub-gates); honest-empty [] when no drought) plus a multi-year season-timeline (% US area in D2+ vs history, major episodes 2012 flash drought / 2020-2022 Western megadrought, bands below-normal/normal/above-normal/severe-widespread). Confidence read by how many stages are lit in causal order (evaporative demand rising → official USDM D2+ → realized hydro/socioeconomic impact). ★IDENTITY DISCIPLINE: this is the OFFICIAL integrative drought classification + socioeconomic cascade, DISTINCT from agriculture.drought which is an ERA5 soil-moisture modeled proxy for crops — different measured subject, geography (climate regions not grain regions), and consumer; no re-badge. This-week official USDM category/coverage + live flash-drought onset an LLM cannot know from weights. For parametric-drought/reinsurance, ag-commodity, hydropower/energy traders, river-barge logistics, water utilities. Official USDM (NDMC/USDA/NOAA) + Open-Meteo ET0 + USGS provenance, record_hash + OpenTimestamps verifiable; USDM weekly (Thu) + daily onset. Boundary: precipitation (rainfall accumulation), hydrology (raw river readings), wildfire (fire danger) are cascade edges not identity; filing is cross-reference only. Screening-level, pure description, NOT water-management / irrigation / investment / hedging advice. (Mature signal line — 3 signals + a multi-year timeline, not a death registry, no lifecycle.)"},{"id":"defilending_solvency_check","name":"DeFi lending protocol solvency / exploit forensics check (DeFi-lending triangle · cascade hub)","endpoint":"/gauge/defilending-region","method":"GET","price":"$0.10","input":{"entity":"aave | morpho | euler-v1 | cream | radiant | uwu-lend | venus | … (lending protocol id)"},"description":"One DeFi lending protocol / money-market: lifecycle (operating → at_risk → exploited/insolvent/deprecated → dead; by protocol-type money-market/cdp/isolated-market and chain) + bad-debt-stress (un-liquidated underwater positions + utilization pressure + oracle deviation = upstream leading, the direct parent of insolvency AND where LRT/RWA collateral impairments first show up as bad debt) + contagion-cascade (realized exploit/insolvency kill event + OUTBOUND cascade to the stablecoin line — de-peg risk on the DAI/GHO-class coin of an insolvent CDP issuer — plus depositor flight / cross-protocol contagion; gated by on-chain exploit/insolvency corroboration = downstream cross-validation). This line is the DeFi cascade HUB: it is the SINK for the lrt & rwa collateral cascades and the SOURCE feeding the stablecoin line. Captures the 2022–2024 exploit wave (Euler/Rari/Radiant/UwU/Cream/bZx/Hundred). For lending-market depositors/LPs, yield-allocating agents, protocols composing on top, risk agents. On-chain records, verifiable. NOT investment advice. Complete cycle (emerging industry)."},{"id":"aidataset_takedown_check","name":"AI training-dataset takedown & provenance forensics check (AI-dataset triangle)","endpoint":"/gauge/aidataset-region","method":"GET","price":"$0.10","input":{"entity":"laion-5b | books3 | ms-celeb-1m | the-pile | megaface | imagenet | … (dataset id)"},"description":"One AI training dataset/corpus: lifecycle (available → gated/disputed → removed/withdrawn/deleted; by modality text/image/facial/audio/video/web-scrape and host) + legal-distress (DMCA/Lumen takedown notice, copyright/privacy lawsuit, regulator/DPA letter, ethics retraction = upstream leading — legal pressure precedes the host pulling the corpus by weeks-to-months, giving the pre-death capture window) + model-lineage-exposure (which shipped MODELS/tools were trained on the now-dead dataset → they carry provenance/legal/reproducibility exposure → MAX cross-line cascade into ai-deps/ai-tools/promises, gated by a repo-404 + Wayback live-then-gone removal proof = downstream cross-validation) + narrative. Killer property: a deleted dataset is DEFINITIONALLY un-reconstructable — the pre-death hash-anchored snapshot is the only surviving proof of what the exposed models actually ingested. Captures LAION-5B (CSAM takedown → Stable Diffusion exposure), Books3 (DMCA → LLM exposure), MS-Celeb-1M/MegaFace/DukeMTMC (privacy withdrawals). Regulatory tailwind: EU AI Act training-data provenance. For model builders/fine-tuners, AI-compliance/audit agents, model-provenance/SBOM-for-AI agents, legal DD agents. Free observable sources (HF/GitHub/Lumen/court dockets/Wayback), verifiable. NOT legal advice. Complete cycle (emerging industry)."},{"id":"med_device_check","name":"Medical-device recall / withdrawal forensics check (med-device triangle)","endpoint":"/gauge/meddevice-region","method":"GET","price":"$0.10","input":{"entity":"philips-dreamstation-cpap | medtronic-heartware-hvad | exactech-optetrak-knee | allergan-biocell-breast-implant | depuy-asr-hip | … (device product-line id)"},"description":"Screening-level recall/withdrawal death state of a specific medical-device product-line: authorization lifecycle (cleared → recall → withdrawn/revoked; 510(k)/PMA/EUDAMED, by device-type/class/manufacturer) + MAUDE adverse-event surge (openFDA event current.surge + severity_score = the UPSTREAM LEADING signal, leads the recall by months as reports pile up before FDA acts) + recall-classification cascade (FDA Enforcement recall classification is the GATE: current.cascade + recall_class → the manufacturer files an 8-K [cascade edge into the filing line] + MDL litigation + GPO procurement withdrawal = downstream cross-validation, maximum perimeter). A dead/withdrawn device is corroborated when the adverse-event leg surged pre-recall AND the recall-cascade reached fda-classified or beyond. Boundary: the med-device recall is the identity of this line; the manufacturer 8-K is a cascade edge INTO the filing line, not this line identity. Captures Philips DreamStation CPAP (Class I foam recall), Medtronic HeartWare HVAD (withdrawn), Exactech knee/hip and DePuy ASR hip (implant recalls → MDL). For hospital procurement / med-supply-chain risk / device due-diligence agents, payers, insurers. Official openFDA (device recall/enforcement/event MAUDE/510k/pma) + EU EUDAMED, record_hash + OpenTimestamps verifiable. Screening-level, pure description, NOT medical or legal advice. Complete cycle (emerging industry)."},{"id":"tariff_policy_check","name":"Tariff / customs trade-measure legal-force forensics check (tariff-policy triangle)","endpoint":"/gauge/tariff-region","method":"GET","price":"$0.10","input":{"entity":"sec301-china-list1 | sec232-steel | sec201-solar | adcvd-solar-cells-china | ieepa-reciprocal-2025 | de-minimis-change | … (trade-measure id)"},"description":"Screening-level legal-force state of a specific tariff/customs trade-measure: legal-force lifecycle (imposed → expired/rescinded/struck-down/superseded; Section 301/232/201, AD/CVD, IEEPA, de-minimis, by measure-type/jurisdiction/hs-scope/legal-basis) + review-pipeline (sunset review / CIT-WTO court challenge / exclusion expiry = the UPSTREAM LEADING signal, official dated events precede the death by months; current.stage + event, band none/review_scheduled/review_initiated/challenge_filed/determination_pending/terminal_action_imminent) + trade-flow cascade (the Federal Register final action is the GATE: current.cascade + fr_confirmed/tradeflow/exposed_lines → USITC DataWeb import-flow shift → exposed importers/manufacturers file 8-K [cascade edge into the filing line] + origin reroute [shipping line] + retaliation [agriculture line] = downstream cross-validation, maximum perimeter). A dead/ended measure is corroborated when the review-pipeline reached a late stage pre-death AND the trade-flow cascade reached fr-confirmed or beyond. Boundary: the trade/customs measure is the identity of this line; E climate-policy covers carbon/climate instruments, while the importer 8-K, the shipping reroute and the agriculture retaliation are cascade edges into other lines, not this line identity. Captures Section 301 China lists, Section 232 steel/aluminum, Section 201 solar/washers, AD/CVD orders, the 2025 IEEPA reciprocal/fentanyl tariffs, and the de-minimis change. For procurement / importer-risk / trade-compliance due-diligence agents, customs brokers, supply-chain risk agents. Official USTR + US Federal Register API + USITC (DataWeb + AD/CVD) + WTO + CBP + EU TARIC, record_hash + OpenTimestamps verifiable. Screening-level, pure description, NOT legal, investment or customs advice. Complete cycle (emerging industry)."},{"id":"biodiversity_credit_check","name":"Biodiversity / nature-credit integrity & market-existence forensics check (biodiversity-credit triangle)","endpoint":"/gauge/biodiversity-region","method":"GET","price":"$0.10","input":{"entity":"uk-bng-statutory-units | uk-bng-register | wallacea-methodology | plan-vivo-pv-nature | verra-nature-framework | terrasos-habitat-banks | cercarbono-biodiversity | … (biodiversity/nature credit or scheme id)"},"description":"Screening-level integrity and market-existence state of a specific biodiversity/nature credit project or scheme: integrity & market-existence lifecycle (registered/issuing → at_risk → suspended/delisted/methodology-revoked/scheme-collapsed/demand-dead; by credit-type/jurisdiction/standard-body/metric-basis) + MRV-integrity drift (methodology-under-review / additionality challenge / rating downgrade / greenwash expose = the UPSTREAM LEADING signal, the multidimensional habitat/species/condition MRV gap; current.drift + severity_score, band sound/watch/challenged/under-review/impaired) + buyer-holder cascade (an official standard-body terminal instrument OR a documented demand-dead registry flatline is the GATE: current.cascade + official/holders/exposed_lines → esg-fund funds holding it + promises corporate nature-pledges + carbon co-located projects = downstream cross-validation, maximum perimeter). An at_risk credit is corroborated as integrity-fragile when MRV-drift is elevated, and a terminal death requires the official gate. HONESTY: this market is nascent (mostly operating or at_risk), with ZERO confirmed permanent deaths, and the buyer-holder cascade schema is wired but honestly empty (holders and exposed_lines empty) — no fabricated fund exposure. Boundary: the nature/biodiversity credit instrument is the identity of this line; carbon(A) covers single-tonne CO2e credits, esg-fund(Q) covers the fund vehicle, while co-located carbon projects, fund holdings and corporate nature-pledges are cascade edges into other lines, not this line identity. Tracks UK BNG statutory units and register, Wallacea/Plan Vivo/Verra/Terrasos/Cercarbono methodologies, ecoAustralia/Savimbo/CreditNature/Ekos credits. For procurement / ESG / corporate nature-pledge / due-diligence agents. Official standard-body registries (Verra/Plan Vivo/Terrasos/Cercarbono) + UK BNG register (Natural England) + Biodiversity Credit Alliance + TNFD, record_hash + OpenTimestamps verifiable. Screening-level, pure description, NOT investment or environmental advice. Complete cycle (nascent industry)."}],"addons":[{"endpoint":"/gauge/ruler","price":"$0.01","desc":"official flood-stage classification"},{"endpoint":"/gauge/calibrated","price":"$0.02","desc":"normalized cross-station index"},{"endpoint":"/gauge/strata","price":"$0.03","desc":"seasonal distribution strata (proportions)"},{"endpoint":"/gauge/history","price":"$0.03","desc":"seasonal percentile / frequency"},{"endpoint":"/gauge/air","price":"$0.02","desc":"add air quality (AQI/PM2.5) for a location"},{"endpoint":"/gauge/precip","price":"$0.02","desc":"add precipitation (rainfall/drought) for a location"}],"signals":["hydrology.river-level","hydrology.streamflow","airquality.aqi","airquality.pm25","precipitation.daily","precipitation.wetness30d","agriculture.drought","agriculture.heat","agriculture.crop-vhi","electricity.demand","electricity.renewable","energy.inflation","energy.gas-price","shipping.route-disruption","shipping.sea-state","shipping.throughput","filing.material-events","filing.delinquency","filing.insider","climate-policy.lifecycle","climate-policy.distress-events","climate-policy.cascade","climate-policy.industry-timeline","ai-tool.lifecycle","ai-tool.distress","ai-tool.zombie","ai-tool.industry-timeline","ai-dependency.lifecycle","ai-dependency.deprecation-notices","ai-dependency.cascade","ai-dependency.industry-timeline","promise.lifecycle","promise.slippage","promise.delivery-recon","promise.industry-timeline","carbon-project.lifecycle","carbon-project.rating-drift","carbon-project.price-integrity","carbon-project.industry-timeline","stablecoin.lifecycle","stablecoin.peg-distress","stablecoin.redemption-flight","stablecoin.industry-timeline","ai-compute.lifecycle","ai-compute.financing-distress","ai-compute.workload-exposure","ai-compute.industry-timeline","depin.lifecycle","depin.reward-churn","depin.downstream-exposure","depin.industry-timeline","esg-fund.lifecycle","esg-fund.rating-drift","esg-fund.holdings-cascade","esg-fund.industry-timeline","rwa.lifecycle","rwa.redemption-stress","rwa.exposure-cascade","rwa.industry-timeline","smallsat.lifecycle","smallsat.spectrum-milestone","smallsat.orbital-decay","smallsat.industry-timeline","lrt.lifecycle","lrt.redemption-queue","lrt.collateral-cascade","lrt.industry-timeline","wildfire.fire-weather","wildfire.active-fire","wildfire.impact-confirm","nas.ground_ops","nas.aviation_wx","nas.impact_cascade","border-wait.crossing-wait","border-wait.lane-capacity","border-wait.freight-delay-realized","earthquake.current_activity","earthquake.swarm_rate","earthquake.impact_realized","drug-shortage.burden","drug-shortage.onset","drug-shortage.entrenchment","drug-detail.status","drug-detail.supply-narrowing","drug-detail.alternatives-status","grid-reliability.stress","grid-reliability.forecast-stress","grid-reliability.realized-strain","severe-convection.active-warning-state","severe-convection.forecast-risk-env","severe-convection.realized-severe-reports","defi-lending.lifecycle","defi-lending.bad-debt-stress","defi-lending.contagion-cascade","defi-lending.industry-timeline","ai-dataset.lifecycle","ai-dataset.legal-distress","ai-dataset.model-lineage-exposure","ai-dataset.industry-timeline","med-device.lifecycle","med-device.adverse-event","med-device.recall-cascade","med-device.industry-timeline","tariff-policy.lifecycle","tariff-policy.review-pipeline","tariff-policy.tradeflow-cascade","tariff-policy.industry-timeline","biodiversity-credit.lifecycle","biodiversity-credit.mrv-integrity-drift","biodiversity-credit.buyer-holder-cascade","biodiversity-credit.industry-timeline"],"sources":["USGS Water Services","NOAA NWS/NWPS","US EPA AQI","Copernicus CAMS","ECMWF ERA5","US Drought Monitor","NOAA STAR VHP (satellite vegetation health)","FRED (US BLS CPI Energy, EIA Henry Hub)","Open-Meteo Marine (ECMWF wave)","aisstream.io (live AIS)","SEC EDGAR (8-K / NT / Form 4)","Official climate legislation records (UNFCCC, EC, Congress.gov, national gazettes)","DNS/HTTP liveness + GitHub (AI tool / MCP server aliveness)","Official AI deprecation pages (OpenAI/Anthropic/Google/Azure)","Official promise/roadmap pages + delivery/shipment records (company announcements, press, product pages)","Carbon registries + standard bodies (Verra registry, Gold Standard, CDM/UNFCCC) + rating agencies (BeZero/Sylvera/Renoster) + market repricing/buyer records","Stablecoin official/issuer sites + exchange announcements + regulators (NYDFS etc.) + market-cap/supply/depeg records","AI-compute provider status pages / API-DNS liveness / registries + WARN layoff notices + data-center lease filings + court/bankruptcy dockets (CourtListener/PACER) + hosted-on dependency map","DePIN on-chain reward-distribution contracts + node registries/explorers + on-chain service-payment/data-credit/job burns (paid usage) + downstream-consumer linkage","ESG-fund SFDR classification filings + prospectus/KIID + fund/national registers (CSSF/BaFin/AMF/FCA) + exchange delisting notices + MSCI/Morningstar ESG rating & sustainable-list pages + regulator greenwashing enforcement (SEC/ESMA/BaFin/FCA)","RWA on-chain pool/vault state (TVL/NAV/redemption-queue via public RPC/subgraph) + issuer attestations/audits + rwa.xyz/DefiLlama/Dune + on-chain default/writedown events + downstream reserve/collateral holdings graph","Smallsat SEC/EDGAR + bankruptcy dockets (PACER) + FCC IBFS / ITU spectrum-license filings + Space-Track.org SATCAT & CelesTrak TLE (active-count/decay/re-entry, un-fakeable orbital truth)","LRT on-chain TVL + EigenLayer/Symbiotic/Karak withdrawal-queue contract state + DEX/CEX LRT-vs-ETH-NAV discount + on-chain slashing/exploit events + DeFi lending-market (Aave/Morpho/Euler) collateral risk-params/liquidations","Wildfire NASA FIRMS VIIRS satellite active-fire (hotspots + FRP) + Open-Meteo current weather (temp/RH/wind) + Open-Meteo air-quality (PM2.5)","NAS air-transport FAA NAS Status (nasstatus.faa.gov ground stops / ground-delay-programs / airspace-flow-programs / delays / closures) + AviationWeather.gov (METAR/TAF flight-category, ceiling, visibility, wind/gust, convective) + Open-Meteo (weather fallback). Official/observable facts, screening-level, no judgment/prediction, NOT flight/booking/safety advice","CBP Border Wait Times (bwt.cbp.gov/api/waittimes; free live source, no key) commercial + passenger lane wait minutes, lanes open vs maximum, port status per US land port of entry. Official CBP provenance, screening-level, no judgment/prediction; boundary shipping=maritime, nas=air, tariff-policy=legal trade measures, this=physical land-border truck/car wait; NOT travel/routing/customs advice","Earthquake USGS FDSN event query (earthquake.usgs.gov/fdsnws/event) + USGS Earthquake GeoJSON summary feeds + USGS ShakeMap (max MMI) / PAGER (alert level + population exposure) / DYFI (felt reports) + NOAA/PTWC tsunami cross-reference pointer. Official USGS provenance, screening-level, no judgment/prediction; earthquakes not reliably predicted, swarm-rate is descriptive not a forecast; NOT emergency/evacuation/safety advice","Drug-shortage openFDA Drug Shortages (api.fda.gov/drug/shortages; free live source, optional key for rate limits only) + FDA Drug Shortages web database + ASHP shortage list (corroborants). Official openFDA provenance, screening-level, reports FDA-listed status/availability/dates verbatim, no judgment/prediction; screening intel which therapeutic category is under supply stress, how many drugs, how long, resolving vs discontinuing, NOT medical/clinical/treatment advice; boundary med-device=FDA device recalls, this=drug supply availability","Grid-reliability EIA-930 Hourly Grid Monitor (EIA API v2 electricity/rto/region-data — hourly demand D, day-ahead demand forecast DF, net generation NG, total interchange TI by Balancing Authority; free EIA_API_KEY, key-gated dormant until set) + DOE OE-417 Electric Emergency Incident and Disturbance Report (non-real-time outage cross-reference, mention-only). Official EIA provenance, screening-level, no judgment/prediction; EIA-930 has no outage feed, realized-strain confirms the grid ran tight (operational strain) NOT a literal outage; boundary electricity=ERA5 degree-days demand proxy+prices, this=actual EIA-930 grid operations; NOT dispatch/operational/safety advice","Severe-convection NWS API (api.weather.gov active alerts — severe-thunderstorm / tornado warnings + watches) + SPC Storm Prediction Center (day-1 categorical convective outlook + storm reports for realized hail/wind/tornado) + Open-Meteo CAPE (convective instability). Official NWS/SPC provenance, screening-level, no judgment/prediction; boundary precipitation=rain totals and wildfire fire-weather=hot/dry(opposite), this=severe-storm hazard(hail/wind/tornado); NOT emergency/shelter/safety advice","DeFi-lending on-chain TVL/bad-debt/utilization (DefiLlama + on-chain reserve/account state) + oracle-vs-DEX deviation + governance risk-actions + exploit tx + Rekt/SlowMist post-mortems","AI-dataset HuggingFace/GitHub/Kaggle availability + license state + Lumen DMCA notices + court dockets + Wayback Machine snapshots + model-card training-data disclosures","Med-device openFDA device endpoints (recall + enforcement classification + event MAUDE adverse-event + 510(k) + PMA) + EU EUDAMED (device authorization + field safety notices) + manufacturer 8-K filings (cascade edge) + MDL litigation dockets + GPO procurement withdrawals","Tariff/customs USTR (Section 301/232/201 actions, exclusions) + US Federal Register API (final actions, notices, rules) + USITC (DataWeb import trade-flow + AD/CVD sunset reviews & orders) + WTO (dispute settlement, disputes DS) + US CBP (customs rulings/enforcement) + EU TARIC (integrated tariff), record_hash + OpenTimestamps verifiable","Biodiversity/nature-credit standard-body registries (Verra registry + nature framework, Plan Vivo PV Nature, Terrasos habitat banks, Cercarbono biodiversity) + UK BNG register (Natural England statutory biodiversity units) + Biodiversity Credit Alliance (BCA governance/provenance) + TNFD. Official/observable facts, no judgment/prediction, no investment/environmental advice"],"keywords_agri":["agricultural drought","crop condition","soil moisture","USDM","D0-D4 drought","growing degree days","GDD","heat stress","crop yield","vegetation health index","VHI","corn","wheat","soybean","grain belt","crop insurance"],"keywords_grid":["power grid","electricity demand","grid load","grid stress","electricity price","power price","energy inflation","CPI energy","natural gas price","Henry Hub","renewable energy","solar generation","wind generation","heating degree days","cooling degree days","HDD","CDD","ERCOT","CAISO","energy trading","macro inflation"],"keywords_shipping":["shipping","port congestion","route disruption","vessel throughput","AIS","chokepoint","Suez","Panama Canal","Malacca","Hormuz","sea state","wave height","significant wave height","swell","WMO sea state","freight","logistics","supply chain","maritime","marine insurance","dry bulk","container shipping","ocean freight"],"keywords_filing":["SEC filing","EDGAR","8-K","material event","insider trading","Form 4","corporate distress","bankruptcy","default","restatement","delisting","going concern","late filing","NT 10-K","delinquent filing","insider buying","insider selling","distressed debt","event-driven","short seller","activist investor","corporate governance","regulatory filing"],"keywords_climate_policy":["climate policy","carbon pricing","carbon market","emissions trading","ETS","carbon tax","policy repeal","policy lifecycle","climate legislation","carbon credit","CDM","carbon offset","Kyoto Protocol","Paris Agreement","Clean Power Plan","Inflation Reduction Act","CBAM","policy risk","regulatory risk","stranded asset","ESG","climate reinsurance","carbon project","policy dependency"],"keywords_ai_tool":["AI tool","MCP server","model context protocol","alive oracle","tool aliveness","is tool alive","AI tool deprecation","AI tool shutdown","dead AI tool","zombie tool","AI tool directory","tool lifecycle","AI startup shutdown","GitHub archived","abandoned repo","AI tool vendor risk","tool discovery","AI agent tools","DNS liveness","AI tool death"],"keywords_ai_dependency":["AI model deprecation","API deprecation","model sunset","model retirement","LLM deprecation","GPT-3 deprecation","PaLM shutdown","Claude deprecation","model migration","API sunset","dependency risk","model lifecycle","AI dependency","breaking change","deprecation notice","migration guide","model EOL","API versioning","OpenAI deprecation","Anthropic deprecation","Azure OpenAI retirement"],"keywords_promise":["promise vs delivery","delivery reconciliation","vaporware","shipped vs announced","product delay","roadmap slippage","broken promise","unmet promise","demo vs reality","Humane AI Pin","Tesla Optimus","Figure AI","Rabbit R1","Nikola","robotaxi","humanoid robot","AI hardware","due diligence","startup accountability","hype vs execution","missed deadline","spec walk-back","commitment tracking","VC due diligence"],"keywords_carbon":["carbon credit","carbon offset","VCM","voluntary carbon market","REDD+","Verra","VCS","Gold Standard","CDM","carbon project","over-crediting","phantom credits","junk credits","carbon rating","BeZero","Sylvera","carbon integrity","project delisting","registry suspension","Kariba","Rimba Raya","nature-based credits","offset quality","carbon due diligence","greenwashing","ESG","carbon buyer risk"],"keywords_stablecoin":["stablecoin","depeg","de-peg","peg deviation","stablecoin collapse","algorithmic stablecoin","TerraUSD","UST","LUNA","Iron Finance","Neutrino USDN","BUSD","USDC","USDT","DAI","FRAX","USDD","stablecoin risk","reserve backing","redemption","bank run","stablecoin death","peg stability","stablecoin due diligence","treasury risk","DeFi risk","regulatory wind-down"],"keywords_aicompute":["neocloud","GPU cloud","AI compute","GPU-as-a-service","GPU rental","compute provider","CoreWeave","Lambda Labs","Crusoe","RunPod","Vast.ai","H100","H200","reserved capacity","prepaid credits","stranded compute","GPU debt","data center lease","AI infrastructure","compute solvency","provider insolvency","acquihire","compute due diligence","GPU supply","neocloud death","compute counterparty risk","AI-stack exposure"],"keywords_depin":["DePIN","decentralized physical infrastructure","ghost DePIN","node network","Helium","Render Network","io.net","Akash","Filecoin","Hivemapper","WeatherXM","GEODNET","DIMO","active nodes","node liveness","reward emissions","token incentive","DePIN token","network death","node fleet","paid usage","DePIN due diligence","infrastructure network","price is not liveness","DePIN supply risk","decentralized compute","decentralized storage","sensor network"],"keywords_esgfund":["ESG fund","sustainable ETF","greenwashing","SFDR","Article 9","Article 8","Article 9 to 8","fund downgrade","ESG rating","MSCI ESG","Morningstar sustainable","ESMA fund names","SEC Names Rule","UK SDR","sustainability label","ESG delisting","fund liquidation","ESG label","sustainable investing","ESG due diligence","greenwashing enforcement","DWS","ESG downgrade","climate fund","ESG screening","fund name change","ESG compliance"],"keywords_rwa":["RWA","real world asset","tokenization","tokenized treasury","tokenized T-bill","private credit","on-chain credit","tokenized fund","RWA default","redemption freeze","BUIDL","Ondo","Maple Finance","Goldfinch","Centrifuge","TrueFi","tokenized real estate","proof of reserves","NAV discount","pool default","RWA due diligence","DeFi credit risk","tokenized money market","asset backing","RWA collateral","reserve exposure","tokenized commodity"],"keywords_smallsat":["smallsat","small satellite","satellite constellation","cubesat","nanosat","LEO constellation","deorbit","re-entry","orbital decay","TLE","Space-Track","CelesTrak","satellite operator","constellation death","spectrum license","FCC IBFS","ITU filing","bring into use","earth observation","satellite IoT","SAR imagery","OneWeb","Planet Labs","Spire","satellite data","space asset","fleet liveness","satellite due diligence"],"keywords_lrt":["LRT","liquid restaking","restaking","EigenLayer","Symbiotic","Karak","AVS","slashing","weETH","ezETH","rsETH","pufETH","rswETH","restaking token","LRT depeg","redemption queue","withdrawal queue","ETH NAV","discount to NAV","restaking risk","LRT collateral","looping","restaking protocol","LRT due diligence","DeFi liquidation","restaked ETH","AVS slashing"],"keywords_wildfire":["wildfire","active fire","fire weather","red flag warning","FIRMS","VIIRS","fire radiative power","FRP","hotspot","wildfire smoke","PM2.5 smoke","fire risk","burn","fire season","PSPS","de-energization","wildfire insurance","fire monitoring","fire detection","wildfire risk","satellite fire","fire outlook","smoke forecast","fire weather index","California fire","wildfire due diligence"],"keywords_nas":["ground stop","ground delay program","GDP","GDS","FAA","NAS","national airspace system","air traffic","air traffic control","ATC","flight delay","airport delay","ground stop program","airspace flow program","AFP","METAR","TAF","ceiling","visibility","convective","flight category","IFR","LIFR","MVFR","VFR","air cargo","air freight","tarmac delay","aviation weather","hub airport","ramp closure","runway closure","airport closure","ground operations","FAA NAS status","departure delay","arrival delay","network cascade","cargo hub","nas due diligence"],"keywords_border_wait":["border wait","border wait time","CBP","CBP BWT","port of entry","POE","land border","land port of entry","commercial vehicle","FAST lane","FAST","truck crossing","freight delay","freight crossing","Laredo","World Trade Bridge","Otay Mesa","San Ysidro","El Paso","Pharr","Nogales","Calexico","Ambassador Bridge","cross-border","cross-border trucking","maquiladora","nearshoring","customs","customs broker","border crossing","passenger vehicle wait","commercial lanes","lanes open","port status","JIT supply chain","produce importer","border throughput","US-Mexico border","US-Canada border","border wait due diligence"],"keywords_earthquake":["earthquake","seismic","seismicity","magnitude","USGS","ShakeMap","PAGER","tsunami","aftershock","foreshock","earthquake swarm","swarm","MMI","modified Mercalli intensity","felt report","DYFI","epicenter","hypocenter","fault","subduction","ground shaking","seismic zone","quake","tremor","ground motion","peak ground acceleration","PGA","population exposure","seismic hazard","plate boundary","FDSN","NOAA","PTWC","earthquake due diligence"],"keywords_drug_shortage":["drug shortage","FDA shortage","drug supply","medication shortage","sterile injectable","sole source","discontinued drug","oncology shortage","anesthesia shortage","antibiotic shortage","therapeutic category","openFDA","hospital pharmacy","GPO","drug availability","active shortage","drug discontinuation","API import","active pharmaceutical ingredient","generic drug shortage","supply disruption","pharmacy procurement","PBM","drug supply chain","chemotherapy shortage","IV fluid shortage","drug shortage due diligence"],"keywords_drug_detail":["drug shortage","NDC","national drug code","per-drug","per-drug shortage","therapeutic alternative","substitution","ATC class","ATC classification","sole source","carboplatin","cisplatin","methotrexate","sterile injectable","oncology drug","chemotherapy shortage","hospital pharmacy","GPO","procurement","RxNorm","RxNav","RxClass","openFDA","FDA shortage","drug supply","manufacturer","discontinued drug","available manufacturers","supply narrowing","fallback exhausted","alternatives short","per-NDC","drug detail due diligence"],"keywords_grid_reliability":["grid reliability","power outage","EIA-930","balancing authority","ISO","RTO","demand","load","grid stress","grid strain","reserve margin","headroom","peak demand","day-ahead forecast","demand forecast","ERCOT","PJM","CAISO","MISO","SPP","NYISO","ISO-NE","net generation","interchange","import share","data center power","AI compute power","curtailment","demand response","energy trading","grid emergency","load shed","rolling blackout","operational strain","grid operations","parametric outage insurance","grid reliability due diligence"],"keywords_severe_convection":["severe thunderstorm","tornado","hail","damaging wind","derecho","SPC","Storm Prediction Center","convective outlook","categorical outlook","NWS warning","severe thunderstorm warning","tornado warning","tornado watch","severe weather","CAPE","convective available potential energy","CIN","supercell","storm reports","hail size","wind gust","convective risk","wind shear","PDS","particularly dangerous situation","tornado alley","dixie alley","hail alley","straight-line wind","severe convection","crop hail","parametric hail","convective storm due diligence"],"keywords_defilending":["DeFi lending","money market","lending protocol","bad debt","insolvency","DeFi exploit","liquidation","Aave","Compound","Morpho","Euler","MakerDAO","Sky","utilization","oracle manipulation","protocol hack","DeFi hack","underwater positions","CDP","collateral","lending market","DeFi solvency","flash loan attack","protocol death","DeFi due diligence","lending risk","DeFi contagion"],"keywords_aidataset":["AI dataset","training data","training dataset","dataset takedown","LAION","Books3","The Pile","dataset removed","DMCA dataset","copyright training data","CSAM dataset","data provenance","training data provenance","EU AI Act","dataset license","HuggingFace dataset","dataset deleted","MS-Celeb","MegaFace","facial recognition dataset","data lineage","model provenance","SBOM for AI","dataset lawsuit","AI data due diligence","un-reconstructable data","dataset withdrawal"],"keywords_med_device":["medical device recall","FDA recall","Class I recall","device withdrawal","MAUDE","adverse event","510(k)","PMA","EUDAMED","implant recall","device safety","field safety notice","openFDA","FDA enforcement","recall classification","device revoked","medical device safety","CPAP recall","hip implant recall","knee implant recall","pacemaker recall","insulin pump recall","breast implant recall","IVC filter recall","device MDL","product liability","device due diligence","hospital procurement risk","Philips DreamStation","Exactech","medical device litigation"],"keywords_tariff":["tariff","customs duty","Section 301","Section 232","Section 201","AD/CVD","antidumping","countervailing","sunset review","tariff exclusion","IEEPA tariff","trade war","HTS","HTSUS","USITC","USTR","Federal Register","WTO dispute","CIT","Court of International Trade","trade policy","import duty","de minimis","reciprocal tariff","steel tariff","aluminum tariff","solar tariff","safeguard","trade remedy","customs measure","CBP","TARIC","trade-flow shift","trade compliance","tariff due diligence"],"keywords_biodiversity":["biodiversity credit","nature credit","biodiversity net gain","BNG","habitat bank","MRV","additionality","nature-positive","TNFD","Wallacea","Plan Vivo","Terrasos","ecoAustralia","greenwashing","Kunming-Montreal","GBF","standard body","ecosystem condition","species credit","Verra nature framework","Cercarbono biodiversity","Natural England","Biodiversity Credit Alliance","BCA","CreditNature","Savimbo","Ekos","nature-based solutions","methodology review","credit integrity","demand-dead","nature market","biodiversity due diligence","nature credit greenwashing"],"discovery":["/.well-known/x402","/manifest","/llms.txt"],"free":["/gauge/coverage (coverage + freshness manifest)","/gauge/history-preview (last-7-snapshot time-series shape)","/gauge/catalog","/gauge/sample","/gauge/preview","/gauge/raw"],"verify":{"everyday":["record_hash (canonical sha256)","official source_ref / timestamp","POST /verify","/proof/:record_hash"],"provenance_note":"record_hash + official timestamp cover everyday verification; Merkle root + OpenTimestamps (Bitcoin-anchored) are a SCOPED compliance / dispute-grade provenance layer for audit trails, parametric-trigger disputes and regulatory citation — not the headline value."},"keywords":["cross-line cascade","downstream exposure","leading indicator","upstream signal","official-source aggregation","screening","audit-grade provenance","record_hash","flood risk","river water level","gage height","streamflow","flood stage","USGS","NOAA","air quality","AQI","PM2.5","precipitation","drought","verifiable","x402","pay-per-call","USDC","Base","AI agent","no API key"]}