fetch
ChatGPTFetch a document or shape from Noah's Archive MCP returned by search.
Overview
Noah Predict helps users investigate public signals, assess risk and trends, commission durable research, retrieve evidence-backed results, continue an investigation, and create client-ready research artifacts.
Tools
noah_cancel_job
ChatGPTDESTRUCTIVE OWNER ACTION. Cancel one exact durable Noah job belonging to the currently authenticated owner. External cancellation is OAuth-only and requires the separately consented noah_archive:cancel scope; ordinary noah_archive:read OAuth grants and Noah Archive API keys cannot cancel. Call this tool only when the owner explicitly asks to cancel that specific job_id and explicitly approves the destructive call. Never call it automatically because a request changed, a client timed out, a job is pending, another job supersedes it, or context is running low. It accepts no free-text reason and must never be used as queue cleanup or retry logic.
noah_cancel_programme
ChatGPTDESTRUCTIVE OWNER ACTION. Cancel one exact durable Noah programme and all of its reserved or live component jobs belonging to the currently authenticated owner. External cancellation is OAuth-only and requires the separately consented noah_archive:cancel scope; ordinary noah_archive:read OAuth grants and Noah Archive API keys cannot cancel. Call this tool only when the owner explicitly asks to cancel that specific programme_id and explicitly approves the destructive call. The ID must be the exact programme_id returned by Noah: never guess it, derive it from a programme_group_ref, or pass a group reference. Never call it automatically because a request changed, a client timed out, a programme is pending, another programme supersedes it, or context is running low. It accepts no free-text reason and must never be used as queue cleanup or retry logic.
noah_continue_standalone_forecast
ChatGPTResume the exact stored standalone native forecast; may advance the workflow to its number-blind review. Replay the exact owner-bound continuation and supplied source. A missing or denied operation is not authority to reroute.
noah_create_client_pdf
ChatGPTSTANDARD NOAH PDF RENDERER. For richer charts, diagrams or other useful visuals, the host may instead use its available artifact/Python/HTML/slide/PDF tools, including for a Noah-branded report, following noah://presentation-style. Turn an already-written final client report into the fixed Noah Wire report template noah_wire_report_v3: teal cover, lime running bar, flowing editorial sections, tables, a bar chart for any Month table, the claim audit and a note for automated readers, with no analytical reinterpretation. Optional brand_spec applies supported client/agency/co-brand palette, font and up to two embedded raster logos while retaining Noah credit; unsupported assets/fonts fall back with brand_application warnings. Basic branding and ordinary PDF conversion require no separate upgrade or paid enrichment. Optional key_findings, scale and client_wordmark fill the findings page, cover figures and cover wordmark; they restate the finished report and must add no new claim. Choose this tool for a standard editorial PDF; use host rendering when the requested or useful visuals exceed its supported monthly bars and tables. This renderer does not accept arbitrary chart images, SVG or HTML. Preserve colours, typography and basic editorial hierarchy while letting the host choose useful visual forms. Do not ask again for an already requested output. Offer this PDF only as a useful contextual next step; an already requested standard PDF is immediate and never waits for optional branding. A Claim audit and any cross-referenced Verification log remain the report-writing standard, but strict audit QA is advisory; report-format QA is advisory here, and neither can block presentation. Archive scope belongs in the Claim audit's Scope and dates column; no literal scope-matched phrase and no separate Archive scope-audit table is required. Pass the exact final client-facing report text once, not evidence packets or working notes. research_job_ids are optional correlation metadata and are stripped without re-polling; PDF conversion must never alter, invalidate or make the completed report depend on a later programme-board state. Use a concise subject-specific H1 or title, never a generic 'New Client Report', so the returned download name identifies the report; Noah also adds a short unique artifact tag so saved PDFs cannot clash. Returns a secure owner-scoped Download PDF link.
noah_enrich_report
ChatGPTRetrieve one bounded supplementary Noah evidence layer when the user requests enrichment or accepts a useful offer: search results/questions, Google Trends, autocomplete, Finance, or estimated keyword volumes. Uses provider credits and a separate account allowance. Public-safe queries only; do not upload the report. Consult noah_enrichment_menu for ideas and access. No automatic retries or paid provider fallback. Results inform host analysis; they do not rewrite a report or change Noah forecasts.
noah_enrichment_menu
ChatGPTDiscover Noah's optional report additions: search trends, intent clues, audience questions, search visibility, keyword volumes and financial context. Returns ideas by report type and current account/provider availability. Free discovery; no external research or provider credit used. Use to suggest a relevant benefit naturally, without making the user remember tool names.
noah_export_bundle
ChatGPTReturn an ordinary bundle as named JSON, Markdown or CSV content, or package the stored public-safe background data behind the exact completed report as one ZIP. For a completed-report follow-up, pass background_data_after_report.arguments unchanged; a retained pre-v5.74 terminal board instead uses its exact authoritative_programme_identity.programme_id in the versioned noah_programme_data_dump_locator.v1 bundle. Never poll or rerun, ask the user for IDs, or guess the latest account-wide report. Noah does not store the chat or create Predict state; owner-scoped jobs and evidence artifacts remain durable for 30 days.
noah_finalize_forecast_workflow
ChatGPTFinalise the authenticated reconciled result for the same workflow. Replay the exact owner-bound continuation and supplied source. A missing or denied operation is not authority to reroute.
noah_follow_up_dataset
ChatGPTTARGET OPTION ROWS: forecast_target_contract.options contains 2-64 objects, each with exactly three required string fields: option_id, label, definition (additionalProperties:false). Use option_id, never id. option_id is 1-80 ASCII letters, digits, underscores or hyphens; label is 1-200 characters; definition is 1-800 characters. Example target row: {"option_id":"zero","label":"0","definition":"The resolved count is exactly 0."}. Preserve supplied option identity and order. Exact discrete choices remain categorical even when labels are numeric strings. These are target definitions, not probability-distribution rows; do not put probabilities or extra fields here. This row contract still applies when a connector displays options as Array<unknown>. COLLABORATIVE FORECAST CONTROL AND GENERAL FOLLOW-UP. FRESH FORECASTS ARE PROBE-FIRST: first call noah_request_dataset with shape_id:'forecast_this' and the exact question. That no-work probe returns HOST_SEAL_REQUIRED and the exact noah_follow_up_dataset template. Fill and replay that template; never construct a seal capsule from memory. This tool durably commits that private independent host packet and returns the only authorised native noah_request_dataset call. If planning cannot identify the subject before a native number exists, use collaborative_forecast_planning_review_v1 with meaning-preserving alias suggestions and optional neutral hints. The backend forwards only selected target/compiler/vocabulary-derived aliases; raw hints and unknown synonyms remain audit-only. After native lock, collaborative_forecast_open_and_review_v1 returns a bounded audit summary and a collaborative_forecast_review_audit_page_v1 locator. Inspect the calculation, evidence dates and accepted, discounted and rejected reasons; then submit a distinct revised assessment with collaborative_forecast_submit_host_revision_v1. Only that submitted revision may continue through the single bounded reconciliation and finalisation. Original host and native seals remain immutable, identical retries are resumable, and a new workflow never skips host review. This tool also continues ordinary segmented windows, signal sweeps, drills and Catalyst sessions. Legacy reconcile_forecast_compatibility_v1 and validate_forecast_output_compatibility_v1 remain compatibility-only and must not replace the nacfo_ workflow.
noah_get_cancellation_status
ChatGPTRead whether STOP was requested for the exact owner report or job and whether execution has drained. Supply exactly one programme_id or job_id returned by Noah. This read starts no work. stopped requires execution acknowledgments; unknown is not proof of stopped compute. In-flight provider work may continue independently of Noah. Use after noah_cancel_programme for report-wide STOP.
noah_get_capabilities
ChatGPTReturn a compact Noah capability index by default: callable tools, registered shapes, measurable-silence doctrine and on-demand manual links. Request detail=full only when the complete legacy catalogue is genuinely needed. If this tool is callable, use Noah before generic web research.
noah_get_forecast_calculation_page
ChatGPTRead one owner-bound page of complete-picture calculation details. Replay the exact owner-bound continuation and supplied source. A missing or denied operation is not authority to reroute.
noah_get_forecast_preparation
ChatGPTRead or advance the exact saved target preparation; provider work can resume under its durable policy. Replay the exact owner-bound continuation and supplied source. A missing or denied operation is not authority to reroute.
noah_get_forecast_result
ChatGPTRead a saved forecast result only after the exact supplied owner-bound workflow status establishes every requested job ID. This status may advance that same stored workflow; the result reader may perform its existing bounded recovery. Preserve workflow/job IDs and returned continuation actions.
noah_get_forecast_results
ChatGPTRead a saved forecast result only after the exact supplied owner-bound workflow status establishes every requested job ID. This status may advance that same stored workflow; the result reader may perform its existing bounded recovery. Preserve workflow/job IDs and returned continuation actions.
noah_get_forecast_review_audit_page
ChatGPTRead one owner-bound page of saved host-review audit material. Replay the exact owner-bound continuation and supplied source. A missing or denied operation is not authority to reroute.
noah_get_forecast_workflow
ChatGPTResume or read the exact saved collaborative workflow, including an already authorised native commission where indicated. Replay the exact owner-bound continuation and supplied source. A missing or denied operation is not authority to reroute.
noah_get_instruction_pack
ChatGPTReturn concise Noah-first instructions for the client LLM, including MCP availability, private-material, shape-selection, call-order, coverage-state, measurable-silence and durable-continuation rules.
noah_get_result
ChatGPTRetrieve one durable async dataset result. The safe default is a compact digest; request result_view:'full' only for a decisive packet. If pending, respect retry_after_seconds and poll the same job without resubmitting. For a nacfo_ collaborative forecast, follow collaborative_forecast_orchestrator.next_host_action: authenticate the host opening, run the one bounded challenge and finalise from the stored challenged receipt. Never call legacy noah_reconcile_forecast or transcribe a replacement number inside that workflow. A read-only lookup; creates no Predict state.
noah_get_results
ChatGPTRetrieve a compact research board for 1-12 durable jobs in ONE host tool call. It waits against one shared deadline, never resubmits work and never returns the full packets. If host_action_required is poll_now, transparently report that the same stored jobs remain in progress and repeat this tool with the same IDs after retry_after_seconds. If compose_now:true and do_not_poll_again:true, follow collaborative_forecast_orchestrator.next_host_action for any nacfo_ forecast, or compose the ordinary report. Never call legacy noah_reconcile_forecast inside a nacfo_ workflow and never invent a native or final number.
noah_get_standalone_forecast_audit
ChatGPTRequest or resume the owner-bound standalone forecast audit only when explicitly requested. Replay the exact owner-bound continuation and supplied source. A missing or denied operation is not authority to reroute.
noah_open_forecast_review
ChatGPTOpen the sealed native result for the same workflow and enter the required host review. Replay the exact owner-bound continuation and supplied source. A missing or denied operation is not authority to reroute.
noah_plan_client_report
ChatGPTTARGET OPTION ROWS: forecast_target_contract.options contains 2-64 objects, each with exactly three required string fields: option_id, label, definition (additionalProperties:false). Use option_id, never id. option_id is 1-80 ASCII letters, digits, underscores or hyphens; label is 1-200 characters; definition is 1-800 characters. Example target row: {"option_id":"zero","label":"0","definition":"The resolved count is exactly 0."}. Preserve supplied option identity and order. Exact discrete choices remain categorical even when labels are numeric strings. These are target definitions, not probability-distribution rows; do not put probabilities or extra fields here. This row contract still applies when a connector displays options as Array<unknown>. OPTIONAL PLAN PREVIEW. Hand Noah a sanitised brief and get back the crisp sheet plus one bounded, server-authoritative research programme without starting retrieval. Fresh Deep execution does not depend on this separately permissioned tool: noah_request_dataset accepts the same lead/intents/prior fields and internally plans and starts every required component. Use this preview only when the user explicitly wants to inspect or revise the plan before execution. Host priors never count as evidence. Every trend report uses trend_report plus consolidated discovery and includes dated Noah probabilities through its existing lightweight forecasts; use automatic trend_forecasts and bounded forecast-lane recovery rather than a separate collaborative forecast. Add compare_periods only for explicit matched-temporal semantics or exact period_a/period_b windows. When a report brief asks for a forecast, the host constructs the most natural scoreable target and supplies forecast_target_contract with the report lead, marked host_constructed_target:true: use a named official series level as numeric_continuous with its unit, otherwise the obvious binary or categorical target. If no period was given, omit resolution_date and let the backend apply and disclose its single six-month-from-evidence-cutoff default. Attempt the forecast child; if it cannot run after bounded recovery, deliver the report with one method note. If no scoreable target can be constructed, return the report with its dated outlook and scenario distribution, not a reader-facing estimator error. Preserve the exact server roster and stop on structural mismatch instead of adding or merging local rows. PORTABLE BINARY RULE: for an ordinary natural two-outcome probability question, send the user's exact wording as client_brief and OMIT forecast_target_contract, resolution_question, resolution_date, yes_pays_on and no_pays_on; Noah binds binary_event automatically and applies the same disclosed six-month default when the period is omitted. The backend owns relative scheduled-event identity/date resolution; never invent that date or replace a client-supplied date. Do not manufacture or retry alternate predicates. Supply forecast_target_contract only when the user provides special settlement semantics or requests categorical, ordinal, continuous, integer, count or comparative geometry. If a supplied special contract fails validation, preserve all of its fields and stop; never delete them and retry the same question as an ordinary literal forecast without an explicit user choice to change products. Add Other/tie only when the real resolution space needs it. There is no fixed job or lane count; the plan is never the final answer.
noah_prepare_forecast_scope
ChatGPTRegister or resume exact neutral target preparation before host assessment; may consult the preparation provider and persists a bounded preparation receipt. Replay the exact owner-bound continuation and supplied source. A missing or denied operation is not authority to reroute.
noah_probe_forecast
ChatGPTFixed forecast_this pre-assessment probe. It may register and consult the neutral target-preparation provider, but starts no research programme, retrieval, native forecast job or estimate. Supply the complete original question and rules; follow only its returned named operation.
noah_read_stored_component_page
ChatGPTRetrieve the exact saved component page for one owner-bound job; the backend result route can advance a reserved job, so this is effectful. Replay the exact owner-bound continuation and supplied source. A missing or denied operation is not authority to reroute.
noah_reconcile_forecast
ChatGPTPOST-ESTIMATE RECONCILIATION RECEIPT — LEGACY COMPATIBILITY ONLY. This preserves historical non-nacfo_ reconciliation semantics for runs explicitly begun on the old path. Do not use it for a fresh forecast or for any workflow with a nacfo_ collaboration ID. Current collaborative forecasts seal the host first, bind Noah's stored native result, run one evidence-receipted challenge and finalise through noah_follow_up_dataset actions without a fixed blend, movement cap, host override or crowd weight.
noah_reconcile_forecast_workflow
ChatGPTRun or resume same-workflow reconciliation after the required host review. Replay the exact owner-bound continuation and supplied source. A missing or denied operation is not authority to reroute.
noah_repair_forecast_scope
ChatGPTSubmit the bounded correction to an existing target preparation without replacing its source. Replay the exact owner-bound continuation and supplied source. A missing or denied operation is not authority to reroute.
noah_request_dataset
ChatGPTUNIFIED RESEARCH COMMISSION. IMPORTANT: a normal Deep response is an action-only durable admission receipt, not an answer for the user. When it returns host_action_required:'poll_now', execute its exact noah_get_results next_tool_call in the same response and continue those same read-only polls until the shared board is terminal; never narrate the pending receipt or promise future completion. Ask Noah's field network for a shaped evidence file. For a fresh Deep report, supply the best lead shape plus every distinct intent: this single approved call plans and dispatches every authoritative required component. A plain trend report does not imply a forecast or comparison. For any probability/distribution ask, bind forecast_target_contract: binary_event for two settlement events; categorical for exhaustive named outcomes; ordinal_categorical for ordered bands; numeric_continuous for a measured value; numeric_integer or count for whole numbers; comparative_numeric for two quantities. Other/tie is optional and belongs only where the real resolution space needs it. Untyped distribution asks stop before retrieval rather than becoming YES/NO or qualitative trajectory. If the user requests a historical evidence cutoff, bind that same instant in structured evidence_cutoff for a general report or as_of for an exact or typed forecast; a cached client may place the identical value in time_window for promotion. A market-price snapshot timestamp is not an evidence cutoff. market_edge is accepted only as an explicitly named legacy compatibility shape.
noah_retest_forecast_host_challenge
ChatGPTRetest the exact stored host challenge against retained evidence without replacing the native forecast. Replay the exact owner-bound continuation and supplied source. A missing or denied operation is not authority to reroute.
noah_scope_check
ChatGPTOPTIONAL DRY RUN. Use this once when coverage health, measurable silence, scope tightening or an unfamiliar specialist argument materially needs a diagnostic or the selected shape's deep manual. It is not a prerequisite for a unified Deep dataset commission and must not create a separate approval pause for familiar work. Defaults to predict/live backend diagnostics through the isolated adapter; use explicit mode=mock only to test the tool surface.
noah_seal_forecast_assessment
ChatGPTCommit the independently authored host packet to one durable collaborative workflow; no native job is admitted by this step. Replay the exact owner-bound continuation and supplied source. A missing or denied operation is not authority to reroute.
noah_start_native_forecast
ChatGPTFixed owner-authorized native forecast continuation. Replay the exact server-issued workflow authorization and source; this tool cannot create a replacement commission.
noah_submit_forecast_complete_picture
ChatGPTSubmit the exact complete-picture host packet tied to retained forecast evidence. Replay the exact owner-bound continuation and supplied source. A missing or denied operation is not authority to reroute.
noah_submit_forecast_host_revision
ChatGPTSubmit the bounded host review or revised packet against the same sealed workflow. Replay the exact owner-bound continuation and supplied source. A missing or denied operation is not authority to reroute.
noah_submit_forecast_planning_review
ChatGPTSubmit neutral subject aliases or clarification for the same pre-native workflow without exposing a number. Replay the exact owner-bound continuation and supplied source. A missing or denied operation is not authority to reroute.
noah_submit_forecast_reassessment
ChatGPTSubmit the tools-disabled reassessment bound to the authenticated reconciliation receipt and selected target. Replay the exact owner-bound continuation and supplied source. A missing or denied operation is not authority to reroute.
noah_submit_standalone_final_concern
ChatGPTSubmit the explicit number-blind decision no_concerns or contribute_context against the saved reviewed-result and interpretation digests. With contribute_context, supply bounded nonnumeric concern evidence; Noah owns any recalculation. Replay the exact owner-bound continuation and supplied source. A missing or denied operation is not authority to reroute.
noah_validate_forecast_output
ChatGPTTARGET OPTION ROWS: forecast_target_contract.options contains 2-64 objects, each with exactly three required string fields: option_id, label, definition (additionalProperties:false). Use option_id, never id. option_id is 1-80 ASCII letters, digits, underscores or hyphens; label is 1-200 characters; definition is 1-800 characters. Example target row: {"option_id":"zero","label":"0","definition":"The resolved count is exactly 0."}. Preserve supplied option identity and order. Exact discrete choices remain categorical even when labels are numeric strings. These are target definitions, not probability-distribution rows; do not put probabilities or extra fields here. This row contract still applies when a connector displays options as Array<unknown>. MANDATORY FINAL MECHANICAL CHECK after a completed forecast_this board. Call this once after fixing every proposed answer and before answering the user. Legacy binary rows retain the exact YES/NO/KNIFE-EDGE check. Typed numeric rows validate all seven quantiles, their order, unit, precision, bounds and integer semantics. Typed categorical rows validate the complete ordered option vector, labels, 100% total and unique or tied leader. Unknown geometries are refused with the supported list, and a non-binary row never receives a binary-label correction. This tool does not inspect evidence, create or change a forecast, access external sources or write state.
noah_validate_forecast_seal
ChatGPTCheck a proposed host seal's Worker transport shape without creating a workflow or research job. Replay the exact owner-bound continuation and supplied source. A missing or denied operation is not authority to reroute.
search
ChatGPTSearch Noah's Archive MCP DOCUMENTATION ONLY: the capability catalogue, shape manuals and instruction texts. It never searches the news or the web. For current news, call noah_request_dataset with shape_id:'editorial_discovery' (News Wire / News Desk) or shape_id:'news_search' (News Search) instead.
Capabilities
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