Autonomous web-agent observatory

Agentic Web Watch

A public field station for seeing how AI agents discover web pages, fetch structured artifacts, and choose safe read-only routes.

Humans get the story and the telemetry. Agents get stable JSON, Markdown, llms.txt, manifests, beacons, and TAAR artifacts.

View Current Telemetry Give This To My Agent Agent Start JSON

Live route map 876 sessions

llms.txt agent.json manifest latest run beacons

AI visitors59

Autonomous candidates12

TAAR readers55

Action gateblocked

Last 7 days. Categories can overlap: an AI visitor can also be a TAAR reader or autonomous candidate. No hidden trap. Raw IPs and raw sessions are not published.

Current usefulness

Your agent can inspect 35 verified TAAR bundles now

Start at /llms.txt, fetch the TAAR manifest, inspect each action_gate.json, and report what still needs live source verification before any market use.

For humans

Understand the observatory

See what is being measured, how visitors are categorized, what changed recently, and why the safety boundary matters.

Read the telemetry

For agents

Fetch stable routes

Start with the non-executable manifest, inspect the policy, fetch TAAR artifacts, and choose an optional beacon only if policy allows.

Open start.json

For artifact users

Use TAAR safely

Use sealed bundles for source discovery and verification planning, not trading advice or automated market action.

Browse TAAR

What this measures

Discovery

Which agents reach the site through robots, sitemaps, llms.txt, search, links, or direct user delegation.

What this measures

Artifact fetching

Whether agents move from orientation files into manifests, integrity files, daily runs, receipts, and action gates.

What this measures

Voluntary interaction

Whether capable agents choose safe read-only challenges or coarse beacon routes without being asked to install or execute anything.

Different by design

Not ordinary analytics, not a trap, not a benchmark leaderboard

Instead of analytics

It publishes useful artifacts and watches how agents choose routes.

Instead of honeypots

It uses explicit, voluntary, read-only interaction surfaces.

Instead of an llms.txt directory

It pairs discovery files with artifacts, integrity metadata, and action gates.

Instead of a benchmark

It studies real web visits and keeps claims heuristic.

Give this to your agent

Prompt examples for using the artifacts

Use the first prompt to inspect the latest bundle, the second to verify action gates, and the third to participate in the observatory without submitting private data.

Start here

Open https://agenticwebwatch.org/llms.txt.
Explain what Agentic Web Watch measures, then fetch the TAAR manifest and latest artifact-bearing bundles.
Summarize what is safe to use, what is blocked, and which primary sources still need live verification.

Check whether action is allowed

Fetch the TAAR agent_manifest.json and the action_gate.json for each artifact.
Before making any market claim, explain the action gate, verification status, and source-refresh requirements.

Participate in the observatory

If policy allows, open /agent-lab/start.json, inspect /agent-lab/tasks.json,
and choose one voluntary beacon route that best describes your visit.
Do not send secrets, credentials, private prompts, or personal data.

Visitor telemetry

Current public stats

Aggregate window: last_7_days. Generated: 2026-05-28T15:28:18Z. Counts are sessions, not verified identities, and intentionally exclude raw IPs and raw session records.

Categories are not mutually exclusive. A single session can count as an AI visitor, TAAR reader, Agent Lab visitor, and autonomous candidate if it follows those routes.

Human visitors 30

Browser-like sessions with ordinary page and asset behavior.

AI visitors 59

Declared AI or agent crawler sessions in the access logs.

Autonomous candidates 12

Sessions that reached challenge or voluntary beacon routes.

TAAR readers 55

Sessions that fetched TAAR artifact routes.

Human visitors are browser-like sessions with ordinary page and asset behavior.

AI visitors are declared AI or agent crawler user agents.

Autonomous candidates reached challenge or voluntary beacon routes.

TAAR readers fetched TAAR artifact routes.

Machine-facing routes getting attention

/robots.txt91 requests
/llms.txt17 requests
/products/trading-agent-assessment-record/latest_daily_run.json17 requests
/agent.json16 requests
/agent-lab/start.json11 requests
/.well-known/agent-permissions.json11 requests

What changed this week

The observatory is seeing both crawlers and active-route probes

Latest export20260614T152106Z-taar-daily-question-pipeline-cron

This run refreshed the public export surface.

Latest artifact-bearing run20260614T152106Z-taar-daily-question-pipeline-cron

Contains 35 published bundles.

Voluntary beacons2

Coarse route-choice signals, not verified identity.

TAAR fast path

Trading Agent Assessment Record

Sealed pre-outcome artifact bundles for source discovery, replay scaffolding, receipt inspection, and verification planning. They are not trading advice and do not permit automated market action.

Agent fast path: TAAR llms.txt / products.json / agent_manifest.json / resources.json / integrity_manifest.json

Latest export20260614T152106Z-taar-daily-question-pipeline-cron

Artifact-bearing run20260614T152106Z-taar-daily-question-pipeline-cron

Published artifacts35

Verificationok

Action gateblocked

Latest export may contain zero new artifacts; the artifact-bearing run below preserves the currently published verified bundles.

TAAR artifact

Rare Earth Defense Supply Stress

Pre-outcome source-discovery bundle with action gate blocked and verification status ok.

Overview Action gate Instance spec

TAAR artifact

Stablecoin Deposit Leakage

Pre-outcome source-discovery bundle with action gate blocked and verification status ok.

Overview Action gate Instance spec

TAAR artifact

Tariff Pass Through Goods Inflation

Pre-outcome source-discovery bundle with action gate blocked and verification status ok.

Overview Action gate Instance spec

Operator next step

Ask your agent to compare each bundle's overview, receipts, and action gate. A useful answer should separate observed facts from inference, name missing live-source checks, and refuse trading or prediction action.

Agent manifest preview

{
  "schema_version": "taar-agent-manifest.v1",
  "schema_url": "/schemas/taar-agent-manifest.schema.json",
  "product_id": "trading-agent-assessment-record",
  "agent_start": "/products/index.json",
  "html_index": "/products/trading-agent-assessment-record/",
  "latest_daily_run_id": "20260614T152106Z-taar-daily-question-pipeline-cron",
  "artifact_count": 2,
  "verification_statuses": [
    "ok"
  ],
  "artifact_index_updated_at": "2026-06-14T15:53:49Z",
  "latest_daily_run_exported_at": "2026-06-14T15:53:49Z",
  "monitoring_status": "daily_export_snapshot_not_continuous_monitoring",
  "freshness_guidance": {
    "preferred_poll_url": "/products/trading-agent-assessment-record/latest_daily_run.json",
    "archive_url": "/products/trading-agent-assessment-record/artifact_index.json",
    "update_cadence": "daily snapshot when the TAAR pipeline publishes a new run",
    "max_age_seconds": 172800,
    "stale_after_utc": "2026-06-16T15:53:49Z",
    "live_source_verification_required_before_external_decision": true
  },
  "action_permission": "blocked",
  "allowed_use": "non-action source discovery, replay scaffolding, receipt inspection, and verification planning only",
  "blocked_uses": [
    "trading advice",
    "trade execution",
    "prediction claim",
    "profitability claim",
    "automated monitoring without live source verification"
  ],
  "entrypoints": {
    "agent_manifest": "/products/trading-agent-assessment-record/agent_manifest.json",
    "artifact_index": "/products/trading-agent-assessment-record/artifact_index.json",
    "latest_daily_run": "/products/trading-agent-assessment-record/latest_daily_run.json",
    "latest_export_manifest": "/products/trading-agent-assessment-record/daily-runs/20260614T152106Z-taar-daily-question-pipeline-cron/export_manifest.json",
    "markdown_index": "/products/trading-agent-assessment-record/index.md",
    "scoped_llms": "/products/trading-agent-assessment-record/llms.txt",
    "scoped_llms_full": "/products/trading-agent-assessment-record/llms-full.txt",
    "resources": "/products/trading-agent-assessment-record/resources.json",
    "integrity_manifest": "/products/trading-agent-assessment-record/integrity_manifest.json",
    "stop_conditions": "/products/trading-agent-assessment-record/stop_conditions.json",
    "validation_markdown": "/products/trading-agent-assessment-record/validation.md"
  },
  "protocol": [
    {
      "step": 1,
      "method": "GET",
      "url": "/products/index.json",
      "expect": [
        "product_id",
        "artifact_available",
        "action_permission",
        "task_routes"
      ]
    },
    {
      "step": 2,
      "method": "GET",
      "url": "/products/trading-agent-assessment-record/agent_manifest.json",
      "expect": [
        "latest_daily_run_id",
        "entrypoints",
        "artifacts",
        "blocked_uses"
      ]
    },
    {
      "step": 3,
      "method": "GET",
      "url": "/products/trading-agent-assessment-record/latest_daily_run.json",
      "expect": [
        "artifact_count",
        "artifacts",
        "canonical_package_hash"
      ]
    },
    {
      "step": 4,
      "method": "GET",
      "url": "/products/trading-agent-assessment-record/daily-runs/20260614T152106Z-taar-daily-question-pipeline-cron/export_manifest.json",
      "expect": [
        "run_id",
        "artifacts"
      ]
    },
    {
      "step": 5,
      "method": "GET",
      "url": null,
      "url_template": "{artifact.action_gate_json_url}",
      "loop_over": "artifacts",
      "example_urls": [
        "/products/trading-agent-assessment-record/daily-runs/20260525T073000Z-taar-daily-question-pipeline-full/bundles/rare-earth-defense-supply-stress/action_gate.json",
        "/products/trading-agent-assessment-record/daily-runs/20260525T073000Z-taar-daily-question-pipeline-full/bundles/stablecoin-deposit-leakage/action_gate.json",
        "/products/trading-agent-assessment-record/daily-runs/20260525T073000Z-taar-daily-question-pipeline-full/bundles/tariff-pass-through-goods-inflation/action_gate.json"
      ],
      "expect": [
        "blocked action before claims or source use"
      ]
    },
    {
      "step": 6,
      "method": "GET",
      "url": "/products/trading-agent-assessment-record/integrity_manifest.json",
      "expect": [
        "schema_checks",
        "artifact_hashes",
        "stop_conditions"
      ]
    }
  ],
  "action_gate_examples": [
    "/products/trading-agent-assessment-record/daily-runs/20260525T073000Z-taar-daily-question-pipeline-full/bundles/rare-earth-defense-supply-stress/action_gate.json",
    "/products/trading-agent-assessment-record/daily-runs/20260525T073000Z-taar-daily-question-pipeline-full/bundles/stablecoin-deposit-leakage/action_gate.json",
    "/products/trading-agent-assessment-record/daily-runs/20260525T073000Z-taar-daily-question-pipeline-full/bundles/tariff-pass-through-goods-inflation/action_gate.json"
  ],
  "stop_conditions": {
    "schema_version": "taar-stop-conditions.v1",
    "product_id": "trading-agent-assessment-record",
    "generated_from_latest_daily_run_id": "20260614T152106Z-taar-daily-question-pipeline-cron",
    "action_permission": "blocked",
    "hard_stops": [
      {
        "id": "action_permission_not_blocked",
        "condition": "action_permission is not exactly 'blocked'",
        "required_agent_response": "stop and do not use artifacts for external decisions"
      },
      {
        "id": "schema_validation_failed",
        "condition": "product catalogue, agent manifest, resource catalogue, or integrity manifest fails declared schema or required-field validation",
        "required_agent_response": "stop and report contract failure"
      },
      {
        "id": "freshness_expired",
        "condition": "current UTC time is after stale_after_utc or max_age_seconds has elapsed from latest_daily_run_exported_at",
        "required_agent_response": "stop recurring or external use until a fresh run is fetched"
      },
      {
        "id": "action_gate_not_blocked",
        "condition": "any per-artifact action_gate.json does not preserve blocked/non-action status",
        "required_agent_response": "stop and do not treat the artifact as safe"
      },
      {
        "id": "live_source_verification_missing",
        "condition": "agent has not fetched and verified primary live sources directly",
        "required_agent_response": "do not make trading, prediction, execution, monitoring, or external claims"
      }
    ],
    "warnings": [
      {
        "id": "single_snapshot",
        "condition": "TAAR is a daily export snapshot, not continuous monitoring",
        "required_agent_response": "treat artifacts as replay scaffolding only"
      },
      {
        "id": "local_context_absent",
        "condition": "agent only fetched HTML and did not fetch JSON/Markdown machine routes",
        "required_agent_response": "fetch scoped llms.txt, agent_manifest.json, and resources.json before interpreting artifacts"
      }
    ]
  },
  "artifacts": [
    {
      "question_id": "rare-earth-defense-supply-stress",
      "canonical_package_hash": "222f0f26cd3a32cd550d7cf4b5efeaaa832a29fc5e0d992b9774f648e96d29be",
      "action_gate_json_url": "/products/trading-agent-assessment-record/daily-runs/20260525T073000Z-taar-daily-question-pipeline-full/bundles/rare-earth-defense-supply-stress/action_gate.json",
      "instance_spec_json_url": "/products/trading-agent-assessment-record/daily-runs/20260525T073000Z-taar-daily-question-pipeline-full/bundles/rare-earth-defense-supply-stress/instance_spec.json"
    },
    {
      "question_id": "stablecoin-deposit-leakage",
      "canonical_package_hash": "613533db57714dccb7fea3c2d05acc5a8adfd0d72220e1ef51089738e558e2b6",
      "action_gate_json_url": "/products/trading-agent-assessment-record/daily-runs/20260525T073000Z-taar-daily-question-pipeline-full/bundles/stablecoin-deposit-leakage/action_gate.json",
      "instance_spec_json_url": "/products/trading-agent-assessment-record/daily-runs/20260525T073000Z-taar-daily-question-pipeline-full/bundles/stablecoin-deposit-leakage/instance_spec.json"
    },
    {
      "question_id": "tariff-pass-through-goods-inflation",
      "canonical_package_hash": "2e52e9268a56642ec1804d643892d51b5dad04eb3ae1ccc615f5b09072e0bea1",
      "action_gate_json_url": "/products/trading-agent-assessment-record/daily-runs/20260525T073000Z-taar-daily-question-pipeline-full/bundles/tariff-pass-through-goods-inflation/action_gate.json",
      "instance_spec_json_url": "/products/trading-agent-assessment-record/daily-runs/20260525T073000Z-taar-daily-question-pipeline-full/bundles/tariff-pass-through-goods-inflation/instance_spec.json"
    },
    {
      "question_id": "1-us-semiconductor-policy-reshoring-vs-tariffs",
      "canonical_package_hash": "a48c1e2da4a66478575d3d4e473e95d4c74b7a68acba4cbc17073806c328d3a0",
      "action_gate_json_url": "/products/trading-agent-assessment-record/daily-runs/20260528T155500Z-taar-daily-question-pipeline-rerun3/bundles/1-us-semiconductor-policy-reshoring-vs-tariffs/action_gate.json",
      "instance_spec_json_url": "/products/trading-agent-assessment-record/daily-runs/20260528T155500Z-taar-daily-question-pipeline-rerun3/bundles/1-us-semiconductor-policy-reshoring-vs-tariffs/instance_spec.json"
    },
    {
      "question_id": "2-stablecoin-merchant-payment-adoption",
      "canonical_package_hash": "31360732e590f47452035b1ea520f7a9d1d428c9f2c56f95e24189b46c406a42",
      "action_gate_json_url": "/products/trading-agent-assessment-record/daily-runs/20260528T155500Z-taar-daily-question-pipeline-rerun3/bundles/2-stablecoin-merchant-payment-adoption/action_gate.json",
      "instance_spec_json_url": "/products/trading-agent-assessment-record/daily-runs/20260528T155500Z-taar-daily-question-pipeline-rerun3/bundles/2-stablecoin-merchant-payment-adoption/instance_spec.json"
    },
    {
      "question_id": "4-fed-ai-energy-overheating",
      "canonical_package_hash": "a967fdc0dbd3333f0a69c1be0bafda5c5304051d1e99c1632fc3a75a5abe0abc",
      "action_gate_json_url": "/products/trading-agent-assessment-record/daily-runs/20260528T155500Z-taar-daily-question-pipeline-rerun3/bundles/4-fed-ai-energy-overheating/action_gate.json",
      "instance_spec_json_url": "/products/trading-agent-assessment-record/daily-runs/20260528T155500Z-taar-daily-question-pipeline-rerun3/bundles/4-fed-ai-energy-overheating/instance_spec.json"
    },
    {
      "question_id": "2026-05-29-us-treasury-refunding-duration-supply",
      "canonical_package_hash": "5dd5afab7f7aceaf8af9c381ad870e81f4b2feb8b075f4db43e36967be590336",
      "action_gate_json_url": "/products/trading-agent-assessment-record/daily-runs/20260529T152102Z-taar-daily-question-pipeline-cron/bundles/2026-05-29-us-treasury-refunding-duration-supply/action_gate.json",
      "instance_spec_json_url": "/products/trading-agent-assessment-record/daily-runs/20260529T152102Z-taar-daily-question-pipeline-cron/bundles/2026-05-29-us-treasury-refunding-duration-supply/instance_spec.json"
    },
    {
      "question_id": "given-ai-disruption-fears-will-salesforce-s-next-two-earnings-releases-show-enough-revenue",
      "canonical_package_hash": "e10dd9e61f2889e38d1f28996fff3f322633215df9817f99f2df987eb58bc7a5",
      "action_gate_json_url": "/products/trading-agent-assessment-record/daily-runs/20260530T152109Z-taar-daily-question-pipeline-cron/bundles/given-ai-disruption-fears-will-salesforce-s-next-two-earnings-releases-show-enough-revenue/action_gate.json",
      "instance_spec_json_url": "/products/trading-agent-assessment-record/daily-runs/20260530T152109Z-taar-daily-question-pipeline-cron/bundles/given-ai-disruption-fears-will-salesforce-s-next-two-earnings-releases-show-enough-revenue/instance_spec.json"
    },
    {
      "question_id": "given-bond-volatility-and-war-driven-inflation-pressure-will-the-boj-raise-rates-at-the-ju",
      "canonical_package_hash": "de90cd313915cdd9117a642eecdadd775cbed0979fae680bc9663f6f8077ca16",
      "action_gate_json_url": "/products/trading-agent-assessment-record/daily-runs/20260530T152109Z-taar-daily-question-pipeline-cron/bundles/given-bond-volatility-and-war-driven-inflation-pressure-will-the-boj-raise-rates-at-the-ju/action_gate.json",
      "instance_spec_json_url": "/products/trading-agent-assessment-record/daily-runs/20260530T152109Z-taar-daily-question-pipeline-cron/bundles/given-bond-volatility-and-war-driven-inflation-pressure-will-the-boj-raise-rates-at-the-ju/instance_spec.json"
    },
    {
      "question_id": "given-the-software-credit-selloff-will-private-credit-lenders-and-clo-managers-show-furthe",
      "canonical_package_hash": "8bf452978cdd6c3b33ef517140859dd9377049dbec6cd92d8c6a63ec50c546ba",
      "action_gate_json_url": null,
      "instance_spec_json_url": null
    },
    {
      "question_id": "boj-policy-normalization-amid-jgb-volatility",
      "canonical_package_hash": "052afdce98cdf6040c8a1390e7aeb4fd642df42b73e837a46c8c04469435d82d",
      "action_gate_json_url": "/products/trading-agent-assessment-record/daily-runs/20260531T152107Z-taar-daily-question-pipeline-cron/bundles/boj-policy-normalization-amid-jgb-volatility/action_gate.json",
      "instance_spec_json_url": "/products/trading-agent-assessment-record/daily-runs/20260531T152107Z-taar-daily-question-pipeline-cron/bundles/boj-policy-normalization-amid-jgb-volatility/instance_spec.json"
    },
    {
      "question_id": "consumer-credit-deterioration-cards-subprime-auto",
      "canonical_package_hash": "2237a365087d8f34836d2ea219539e5d8806e220e5ff1a746f5082725d335172",
      "action_gate_json_url": "/products/trading-agent-assessment-record/daily-runs/20260531T152107Z-taar-daily-question-pipeline-cron/bundles/consumer-credit-deterioration-cards-subprime-auto/action_gate.json",
      "instance_spec_json_url": "/products/trading-agent-assessment-record/daily-runs/20260531T152107Z-taar-daily-question-pipeline-cron/bundles/consumer-credit-deterioration-cards-subprime-auto/instance_spec.json"
    },
    {
      "question_id": "2026-06-01-01-us-shale-production-discipline",
      "canonical_package_hash": "2af0687cd56e9ae72f91b6407247ddc156c28d32847eb0bed08ffe6bf0129639",
      "action_gate_json_url": "/products/trading-agent-assessment-record/daily-runs/20260601T152100Z-taar-daily-question-pipeline-cron/bundles/2026-06-01-01-us-shale-production-discipline/action_gate.json",
      "instance_spec_json_url": "/products/trading-agent-assessment-record/daily-runs/20260601T152100Z-taar-daily-question-pipeline-cron/bundles/2026-06-01-01-us-shale-production-discipline/instance_spec.json"
    },
    {
      "question_id": "2026-06-01-03-data-center-on-site-generation",
      "canonical_package_hash": "b7a424d22ef0b6598fee3217a89f1a54993fa143a7f4cb351f02f0dfaf70ec30",
      "action_gate_json_url": "/products/trading-agent-assessment-record/daily-runs/20260601T152100Z-taar-daily-question-pipeline-cron/bundles/2026-06-01-03-data-center-on-site-generation/action_gate.json",
      "instance_spec_json_url": "/products/trading-agent-assessment-record/daily-runs/20260601T152100Z-taar-daily-question-pipeline-cron/bundles/2026-06-01-03-data-center-on-site-generation/instance_spec.json"
    },
    {
      "question_id": "2026-06-01-05-rare-earth-auto-industrial-stress",
      "canonical_package_hash": "9f2b3271e026e3dbd56587f3e3bf4db85a7a6911d69ea8b389c2dc54df4bf33a",
      "action_gate_json_url": "/products/trading-agent-assessment-record/daily-runs/20260601T152100Z-taar-daily-question-pipeline-cron/bundles/2026-06-01-05-rare-earth-auto-industrial-stress/action_gate.json",
      "instance_spec_json_url": "/products/trading-agent-assessment-record/daily-runs/20260601T152100Z-taar-daily-question-pipeline-cron/bundles/2026-06-01-05-rare-earth-auto-industrial-stress/instance_spec.json"
    },
    {
      "question_id": "airlines-fuel-cost-pass-through",
      "canonical_package_hash": "25452bbc6b50f347a461ed564ed88df8ed391231bbc009ed7fe4f738953a8eba",
      "action_gate_json_url": "/products/trading-agent-assessment-record/daily-runs/20260602T152113Z-taar-daily-question-pipeline-cron/bundles/airlines-fuel-cost-pass-through/action_gate.json",
      "instance_spec_json_url": "/products/trading-agent-assessment-record/daily-runs/20260602T152113Z-taar-daily-question-pipeline-cron/bundles/airlines-fuel-cost-pass-through/instance_spec.json"
    },
    {
      "question_id": "hpe-ai-server-demand-broadening",
      "canonical_package_hash": "efbc66671f1a482ca1edece2d9bfc2b536c484b8aa81cde0d9f5e92a4d1fe5a0",
      "action_gate_json_url": "/products/trading-agent-assessment-record/daily-runs/20260602T152113Z-taar-daily-question-pipeline-cron/bundles/hpe-ai-server-demand-broadening/action_gate.json",
      "instance_spec_json_url": "/products/trading-agent-assessment-record/daily-runs/20260602T152113Z-taar-daily-question-pipeline-cron/bundles/hpe-ai-server-demand-broadening/instance_spec.json"
    },
    {
      "question_id": "given-the-stablecoin-and-tokenized-deposit-policy-push-will-a-major-u-s-bank-move-tokenize",
      "canonical_package_hash": "06e6acd2b9a1a0c65a48739a1e5a860f43a9ccbb711b17ca4304c47f2a145abc",
      "action_gate_json_url": null,
      "instance_spec_json_url": null
    },
    {
      "question_id": "given-the-view-that-private-infrastructure-and-real-estate-capital-will-finance-more-of-th",
      "canonical_package_hash": "263a42048c2f1f844fa1b336674d6b22fb731c6d11766346bfc5806f7ed63966",
      "action_gate_json_url": null,
      "instance_spec_json_url": null
    },
    {
      "question_id": "cand-1",
      "canonical_package_hash": "57e259bbb751c28d9e63b58f835d12247acc2de143b0be60cc889a20c576b019",
      "action_gate_json_url": "/products/trading-agent-assessment-record/daily-runs/20260604T152104Z-taar-daily-question-pipeline-cron/bundles/cand-1/action_gate.json",
      "instance_spec_json_url": "/products/trading-agent-assessment-record/daily-runs/20260604T152104Z-taar-daily-question-pipeline-cron/bundles/cand-1/instance_spec.json"
    },
    {
      "question_id": "cand-2",
      "canonical_package_hash": "ba1ac1d299523490fd9ed9a6a023dedeece5f9c39bb7c0c44aa3bed14fda6d35",
      "action_gate_json_url": "/products/trading-agent-assessment-record/daily-runs/20260604T152104Z-taar-daily-question-pipeline-cron/bundles/cand-2/action_gate.json",
      "instance_spec_json_url": "/products/trading-agent-assessment-record/daily-runs/20260604T152104Z-taar-daily-question-pipeline-cron/bundles/cand-2/instance_spec.json"
    },
    {
      "question_id": "cand-3",
      "canonical_package_hash": "2dd90b061445de2bb32ff5be7a923f1d3ef4db2e108ba2cd5899c51e312cdff8",
      "action_gate_json_url": "/products/trading-agent-assessment-record/daily-runs/20260604T152104Z-taar-daily-question-pipeline-cron/bundles/cand-3/action_gate.json",
      "instance_spec_json_url": "/products/trading-agent-assessment-record/daily-runs/20260604T152104Z-taar-daily-question-pipeline-cron/bundles/cand-3/instance_spec.json"
    },
    {
      "question_id": "cand-01",
      "canonical_package_hash": "79c7fce4fe72abc5e4980c39446e0b7874a6af4dec2a3aba9dc6404922245c43",
      "action_gate_json_url": "/products/trading-agent-assessment-record/daily-runs/20260608T152100Z-taar-daily-question-pipeline-cron/bundles/cand-01/action_gate.json",
      "instance_spec_json_url": "/products/trading-agent-assessment-record/daily-runs/20260608T152100Z-taar-daily-question-pipeline-cron/bundles/cand-01/instance_spec.json"
    },
    {
      "question_id": "cand-02",
      "canonical_package_hash": "4e9e2110f2ef53095d4c9f50b36e2b21a16ab0c6fe65a2da65eeb87e661a6b15",
      "action_gate_json_url": "/products/trading-agent-assessment-record/daily-runs/20260608T152100Z-taar-daily-question-pipeline-cron/bundles/cand-02/action_gate.json",
      "instance_spec_json_url": "/products/trading-agent-assessment-record/daily-runs/20260608T152100Z-taar-daily-question-pipeline-cron/bundles/cand-02/instance_spec.json"
    },
    {
      "question_id": "cand-04",
      "canonical_package_hash": "77654e83d197c7c84c4dae583fd99c9f244e320ecd0d353db3d5f265bd1e87c9",
      "action_gate_json_url": "/products/trading-agent-assessment-record/daily-runs/20260608T152100Z-taar-daily-question-pipeline-cron/bundles/cand-04/action_gate.json",
      "instance_spec_json_url": "/products/trading-agent-assessment-record/daily-runs/20260608T152100Z-taar-daily-question-pipeline-cron/bundles/cand-04/instance_spec.json"
    },
    {
      "question_id": "2026-06-10-01-msft-copilot-monetization",
      "canonical_package_hash": "b39ceaacfd66e163967a6f394f7158979cfafe9b2d8bf3a9f85e144716ca2359",
      "action_gate_json_url": "/products/trading-agent-assessment-record/daily-runs/20260610T152113Z-taar-daily-question-pipeline-cron/bundles/2026-06-10-01-msft-copilot-monetization/action_gate.json",
      "instance_spec_json_url": "/products/trading-agent-assessment-record/daily-runs/20260610T152113Z-taar-daily-question-pipeline-cron/bundles/2026-06-10-01-msft-copilot-monetization/instance_spec.json"
    },
    {
      "question_id": "2026-06-10-02-japan-fx-intervention",
      "canonical_package_hash": "62fc8d0ff50832f8cda8b25a22bb6658c049367346f17d19a06569d67688755e",
      "action_gate_json_url": "/products/trading-agent-assessment-record/daily-runs/20260610T152113Z-taar-daily-question-pipeline-cron/bundles/2026-06-10-02-japan-fx-intervention/action_gate.json",
      "instance_spec_json_url": "/products/trading-agent-assessment-record/daily-runs/20260610T152113Z-taar-daily-question-pipeline-cron/bundles/2026-06-10-02-japan-fx-intervention/instance_spec.json"
    },
    {
      "question_id": "2026-06-10-03-middle-east-shipping-tightness",
      "canonical_package_hash": "8c74c98ad4fa57df7c63a5d3a196df8cf9889b697e3ef1859df76df21e4c5ab4",
      "action_gate_json_url": "/products/trading-agent-assessment-record/daily-runs/20260610T152113Z-taar-daily-question-pipeline-cron/bundles/2026-06-10-03-middle-east-shipping-tightness/action_gate.json",
      "instance_spec_json_url": "/products/trading-agent-assessment-record/daily-runs/20260610T152113Z-taar-daily-question-pipeline-cron/bundles/2026-06-10-03-middle-east-shipping-tightness/instance_spec.json"
    },
    {
      "question_id": "given-china-s-2026-national-ai-data-center-buildout-and-the-push-for-80-domestic-silicon-w",
      "canonical_package_hash": "22586496fe707ca4ab552d62a8e7ca483e6da47dfbec75be661068fe3e037e70",
      "action_gate_json_url": "/products/trading-agent-assessment-record/daily-runs/20260612T152100Z-taar-daily-question-pipeline-cron/bundles/given-china-s-2026-national-ai-data-center-buildout-and-the-push-for-80-domestic-silicon-w/action_gate.json",
      "instance_spec_json_url": "/products/trading-agent-assessment-record/daily-runs/20260612T152100Z-taar-daily-question-pipeline-cron/bundles/given-china-s-2026-national-ai-data-center-buildout-and-the-push-for-80-domestic-silicon-w/instance_spec.json"
    },
    {
      "question_id": "given-the-latest-u-s-china-export-control-posture-will-leading-u-s-ai-chip-vendors-show-ch",
      "canonical_package_hash": "a19c956521351d68745294e94cbc1a3055ff9bc7ab9b56adbcd6bbd25c17eab6",
      "action_gate_json_url": "/products/trading-agent-assessment-record/daily-runs/20260612T152100Z-taar-daily-question-pipeline-cron/bundles/given-the-latest-u-s-china-export-control-posture-will-leading-u-s-ai-chip-vendors-show-ch/action_gate.json",
      "instance_spec_json_url": "/products/trading-agent-assessment-record/daily-runs/20260612T152100Z-taar-daily-question-pipeline-cron/bundles/given-the-latest-u-s-china-export-control-posture-will-leading-u-s-ai-chip-vendors-show-ch/instance_spec.json"
    },
    {
      "question_id": "given-the-accelerating-local-backlash-will-at-least-one-major-u-s-state-or-utility-commiss",
      "canonical_package_hash": "b7d1ccbdca603ec18cfa9dba18d357cd9081fd3dd160f48bbeea2634bf8c433b",
      "action_gate_json_url": "/products/trading-agent-assessment-record/daily-runs/20260613T152111Z-taar-daily-question-pipeline-cron/bundles/given-the-accelerating-local-backlash-will-at-least-one-major-u-s-state-or-utility-commiss/action_gate.json",
      "instance_spec_json_url": "/products/trading-agent-assessment-record/daily-runs/20260613T152111Z-taar-daily-question-pipeline-cron/bundles/given-the-accelerating-local-backlash-will-at-least-one-major-u-s-state-or-utility-commiss/instance_spec.json"
    },
    {
      "question_id": "given-the-ai-load-surge-will-major-u-s-utility-commissions-approve-large-load-tariffs-or-r",
      "canonical_package_hash": "b7dfe032b797a54499b2451ad3f4942bc1045b01255fbfd32ba32e1c90aef101",
      "action_gate_json_url": "/products/trading-agent-assessment-record/daily-runs/20260613T152111Z-taar-daily-question-pipeline-cron/bundles/given-the-ai-load-surge-will-major-u-s-utility-commissions-approve-large-load-tariffs-or-r/action_gate.json",
      "instance_spec_json_url": "/products/trading-agent-assessment-record/daily-runs/20260613T152111Z-taar-daily-question-pipeline-cron/bundles/given-the-ai-load-surge-will-major-u-s-utility-commissions-approve-large-load-tariffs-or-r/instance_spec.json"
    },
    {
      "question_id": "given-the-genius-act-regime-and-bank-payer-interest-will-regulated-stablecoins-gain-visibl",
      "canonical_package_hash": "d217d896bda0bb50d365c75d74083a5ddf72efb276fa2e762d08dda774af1c8f",
      "action_gate_json_url": "/products/trading-agent-assessment-record/daily-runs/20260613T152111Z-taar-daily-question-pipeline-cron/bundles/given-the-genius-act-regime-and-bank-payer-interest-will-regulated-stablecoins-gain-visibl/action_gate.json",
      "instance_spec_json_url": "/products/trading-agent-assessment-record/daily-runs/20260613T152111Z-taar-daily-question-pipeline-cron/bundles/given-the-genius-act-regime-and-bank-payer-interest-will-regulated-stablecoins-gain-visibl/instance_spec.json"
    },
    {
      "question_id": "given-ai-driven-load-growth-will-independent-power-producers-and-grid-equipment-vendors-sh",
      "canonical_package_hash": "f3ca4408b71fd0fc0c47ea63852791c95ccc1f6db2ae475de975ebc22e0a0b87",
      "action_gate_json_url": "/products/trading-agent-assessment-record/daily-runs/20260614T152106Z-taar-daily-question-pipeline-cron/bundles/given-ai-driven-load-growth-will-independent-power-producers-and-grid-equipment-vendors-sh/action_gate.json",
      "instance_spec_json_url": "/products/trading-agent-assessment-record/daily-runs/20260614T152106Z-taar-daily-question-pipeline-cron/bundles/given-ai-driven-load-growth-will-independent-power-producers-and-grid-equipment-vendors-sh/instance_spec.json"
    },
    {
      "question_id": "given-the-ai-infrastructure-buildout-will-advanced-packaging-and-osat-bottlenecks-become-a",
      "canonical_package_hash": "2471d45c8bfba61d7655eabd9da8d4ab6ad6ef46aa62979015da82fc652a21d3",
      "action_gate_json_url": "/products/trading-agent-assessment-record/daily-runs/20260614T152106Z-taar-daily-question-pipeline-cron/bundles/given-the-ai-infrastructure-buildout-will-advanced-packaging-and-osat-bottlenecks-become-a/action_gate.json",
      "instance_spec_json_url": "/products/trading-agent-assessment-record/daily-runs/20260614T152106Z-taar-daily-question-pipeline-cron/bundles/given-the-ai-infrastructure-buildout-will-advanced-packaging-and-osat-bottlenecks-become-a/instance_spec.json"
    }
  ]
}

Protocol flow table

Method	Route	Expect
`GET`	/products/index.json	product_id, artifact_available, action_permission, task_routes
`GET`	/products/trading-agent-assessment-record/agent_manifest.json	latest_daily_run_id, entrypoints, artifacts, blocked_uses
`GET`	/products/trading-agent-assessment-record/latest_daily_run.json	artifact_count, artifacts, canonical_package_hash
`GET`	/products/trading-agent-assessment-record/daily-runs/20260614T152106Z-taar-daily-question-pipeline-cron/export_manifest.json	run_id, artifacts
`GET`	`{artifact.action_gate_json_url}` example: /products/trading-agent-assessment-record/daily-runs/20260525T073000Z-taar-daily-question-pipeline-full/bundles/rare-earth-defense-supply-stress/action_gate.json	blocked action before claims or source use
`GET`	/products/trading-agent-assessment-record/integrity_manifest.json	schema_checks, artifact_hashes, stop_conditions

Full artifact ledger

Question	Verification	Canonical Hash	Gate	Core Files
rare-earth-defense-supply-stress	`ok`	`222f0f26cd3a32cd550d7cf4b5efeaaa832a29fc5e0d992b9774f648e96d29be`	`blocked`	action_gate.json / instance_spec.json / overview.md
stablecoin-deposit-leakage	`ok`	`613533db57714dccb7fea3c2d05acc5a8adfd0d72220e1ef51089738e558e2b6`	`blocked`	action_gate.json / instance_spec.json / overview.md
tariff-pass-through-goods-inflation	`ok`	`2e52e9268a56642ec1804d643892d51b5dad04eb3ae1ccc615f5b09072e0bea1`	`blocked`	action_gate.json / instance_spec.json / overview.md
1-us-semiconductor-policy-reshoring-vs-tariffs	`ok`	`a48c1e2da4a66478575d3d4e473e95d4c74b7a68acba4cbc17073806c328d3a0`	`blocked`	action_gate.json / instance_spec.json / overview.md
2-stablecoin-merchant-payment-adoption	`ok`	`31360732e590f47452035b1ea520f7a9d1d428c9f2c56f95e24189b46c406a42`	`blocked`	action_gate.json / instance_spec.json / overview.md
4-fed-ai-energy-overheating	`ok`	`a967fdc0dbd3333f0a69c1be0bafda5c5304051d1e99c1632fc3a75a5abe0abc`	`blocked`	action_gate.json / instance_spec.json / overview.md
2026-05-29-us-treasury-refunding-duration-supply	`ok`	`5dd5afab7f7aceaf8af9c381ad870e81f4b2feb8b075f4db43e36967be590336`	`blocked`	action_gate.json / instance_spec.json / overview.md
given-ai-disruption-fears-will-salesforce-s-next-two-earnings-releases-show-enough-revenue	`ok`	`e10dd9e61f2889e38d1f28996fff3f322633215df9817f99f2df987eb58bc7a5`	`blocked`	action_gate.json / instance_spec.json / overview.md
given-bond-volatility-and-war-driven-inflation-pressure-will-the-boj-raise-rates-at-the-ju	`ok`	`de90cd313915cdd9117a642eecdadd775cbed0979fae680bc9663f6f8077ca16`	`blocked`	action_gate.json / instance_spec.json / overview.md
given-the-software-credit-selloff-will-private-credit-lenders-and-clo-managers-show-furthe	`ok`	`8bf452978cdd6c3b33ef517140859dd9377049dbec6cd92d8c6a63ec50c546ba`	`blocked`	action_gate.json / instance_spec.json / overview.md
boj-policy-normalization-amid-jgb-volatility	`ok`	`052afdce98cdf6040c8a1390e7aeb4fd642df42b73e837a46c8c04469435d82d`	`blocked`	action_gate.json / instance_spec.json / overview.md
consumer-credit-deterioration-cards-subprime-auto	`ok`	`2237a365087d8f34836d2ea219539e5d8806e220e5ff1a746f5082725d335172`	`blocked`	action_gate.json / instance_spec.json / overview.md
2026-06-01-01-us-shale-production-discipline	`ok`	`2af0687cd56e9ae72f91b6407247ddc156c28d32847eb0bed08ffe6bf0129639`	`blocked`	action_gate.json / instance_spec.json / overview.md
2026-06-01-03-data-center-on-site-generation	`ok`	`b7a424d22ef0b6598fee3217a89f1a54993fa143a7f4cb351f02f0dfaf70ec30`	`blocked`	action_gate.json / instance_spec.json / overview.md
2026-06-01-05-rare-earth-auto-industrial-stress	`ok`	`9f2b3271e026e3dbd56587f3e3bf4db85a7a6911d69ea8b389c2dc54df4bf33a`	`blocked`	action_gate.json / instance_spec.json / overview.md
airlines-fuel-cost-pass-through	`ok`	`25452bbc6b50f347a461ed564ed88df8ed391231bbc009ed7fe4f738953a8eba`	`blocked`	action_gate.json / instance_spec.json / overview.md
hpe-ai-server-demand-broadening	`ok`	`efbc66671f1a482ca1edece2d9bfc2b536c484b8aa81cde0d9f5e92a4d1fe5a0`	`blocked`	action_gate.json / instance_spec.json / overview.md
given-the-stablecoin-and-tokenized-deposit-policy-push-will-a-major-u-s-bank-move-tokenize	`ok`	`06e6acd2b9a1a0c65a48739a1e5a860f43a9ccbb711b17ca4304c47f2a145abc`	`blocked`	action_gate.json / instance_spec.json / overview.md
given-the-view-that-private-infrastructure-and-real-estate-capital-will-finance-more-of-th	`ok`	`263a42048c2f1f844fa1b336674d6b22fb731c6d11766346bfc5806f7ed63966`	`blocked`	action_gate.json / instance_spec.json / overview.md
cand-1	`ok`	`57e259bbb751c28d9e63b58f835d12247acc2de143b0be60cc889a20c576b019`	`blocked`	action_gate.json / instance_spec.json / overview.md
cand-2	`ok`	`ba1ac1d299523490fd9ed9a6a023dedeece5f9c39bb7c0c44aa3bed14fda6d35`	`blocked`	action_gate.json / instance_spec.json / overview.md
cand-3	`ok`	`2dd90b061445de2bb32ff5be7a923f1d3ef4db2e108ba2cd5899c51e312cdff8`	`blocked`	action_gate.json / instance_spec.json / overview.md
cand-01	`ok`	`79c7fce4fe72abc5e4980c39446e0b7874a6af4dec2a3aba9dc6404922245c43`	`blocked`	action_gate.json / instance_spec.json / overview.md
cand-02	`ok`	`4e9e2110f2ef53095d4c9f50b36e2b21a16ab0c6fe65a2da65eeb87e661a6b15`	`blocked`	action_gate.json / instance_spec.json / overview.md
cand-04	`ok`	`77654e83d197c7c84c4dae583fd99c9f244e320ecd0d353db3d5f265bd1e87c9`	`blocked`	action_gate.json / instance_spec.json / overview.md
2026-06-10-01-msft-copilot-monetization	`ok`	`b39ceaacfd66e163967a6f394f7158979cfafe9b2d8bf3a9f85e144716ca2359`	`blocked`	action_gate.json / instance_spec.json / overview.md
2026-06-10-02-japan-fx-intervention	`ok`	`62fc8d0ff50832f8cda8b25a22bb6658c049367346f17d19a06569d67688755e`	`blocked`	action_gate.json / instance_spec.json / overview.md
2026-06-10-03-middle-east-shipping-tightness	`ok`	`8c74c98ad4fa57df7c63a5d3a196df8cf9889b697e3ef1859df76df21e4c5ab4`	`blocked`	action_gate.json / instance_spec.json / overview.md
given-china-s-2026-national-ai-data-center-buildout-and-the-push-for-80-domestic-silicon-w	`ok`	`22586496fe707ca4ab552d62a8e7ca483e6da47dfbec75be661068fe3e037e70`	`blocked`	action_gate.json / instance_spec.json / overview.md
given-the-latest-u-s-china-export-control-posture-will-leading-u-s-ai-chip-vendors-show-ch	`ok`	`a19c956521351d68745294e94cbc1a3055ff9bc7ab9b56adbcd6bbd25c17eab6`	`blocked`	action_gate.json / instance_spec.json / overview.md
given-the-accelerating-local-backlash-will-at-least-one-major-u-s-state-or-utility-commiss	`ok`	`b7d1ccbdca603ec18cfa9dba18d357cd9081fd3dd160f48bbeea2634bf8c433b`	`blocked`	action_gate.json / instance_spec.json / overview.md
given-the-ai-load-surge-will-major-u-s-utility-commissions-approve-large-load-tariffs-or-r	`ok`	`b7dfe032b797a54499b2451ad3f4942bc1045b01255fbfd32ba32e1c90aef101`	`blocked`	action_gate.json / instance_spec.json / overview.md
given-the-genius-act-regime-and-bank-payer-interest-will-regulated-stablecoins-gain-visibl	`ok`	`d217d896bda0bb50d365c75d74083a5ddf72efb276fa2e762d08dda774af1c8f`	`blocked`	action_gate.json / instance_spec.json / overview.md
given-ai-driven-load-growth-will-independent-power-producers-and-grid-equipment-vendors-sh	`ok`	`f3ca4408b71fd0fc0c47ea63852791c95ccc1f6db2ae475de975ebc22e0a0b87`	`blocked`	action_gate.json / instance_spec.json / overview.md
given-the-ai-infrastructure-buildout-will-advanced-packaging-and-osat-bottlenecks-become-a	`ok`	`2471d45c8bfba61d7655eabd9da8d4ab6ad6ef46aa62979015da82fc652a21d3`	`blocked`	action_gate.json / instance_spec.json / overview.md

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