get_actors
ClaudeRetrieve whole Sovereign Capability Profile (SCP) actors — each with its designation (PAA / AIK / ACS / Participant), capability score, severance result, assessed (the register month, YYYY-MM, the profile was assessed in), a met/not-met assessment across the seven capability dimensions (D1–D7), and energy_context. Use to fetch complete actor records; to pivot one dimension across all actors, compare actors side by side, or read the dimension-watch register, use query_scp. Filter by designation or actor name. Free tier returns each dimension's met status and recorded headline (and the US sample in full); full tier adds the per-dimension constraint, qualification, and sources. energy_context carries installed generation capacity from the U.S. Energy Information Administration and annual electricity generation from the energy think tank Ember, served in full on both tiers: external reference data outside the WEO analytical stack, national totals, dated observations reported as published, accompanying the profiles but forming no part of them. Descriptive — recorded status, never inference.
get_blocs
ClaudeRetrieve the WEO Bloc Membership Register — every nation in the register with its bloc assignment and universal membership category (Core / Integrated / Engaged / Peripheral / Non-Aligned), its key evidence and source URLs, plus document metadata and sectioned provenance (snapshot history, changelog, pre-register decisions). Served whole and free — the machine mirror of the public blocs register. A descriptive roster, never inference; the category definitions themselves are served by get_methodology.
get_capability_links
ClaudeRetrieve the event↔dimension membership links — which events qualify or contribute to each actor's Sovereign Capability Profile (SCP) capability dimensions. Filter by actor (e.g. "US", "CN", "GB" — note GB, not UK), dimension (D1–D7), or event_id. Each link carries its link_type (qualifying_contributor = establishes the dimension vs capability_area = contributes to it), attribution (specific | general), and entity (the named asset, on qualifying links only); its identity and lifecycle — link_id (the stable handle, CL-{ACTOR}-{Dn}-{eventID}.{sequence}), created, scp_register_version (the register cycle it was assessed in), assessed_under (the methodology version in force at that assessment, which may be older than the dataset's current one), status, and on retired links status_changed; and at full tier qualification_basis, rationale and note (the deep qualification analysis), status_reason (the assessed reasoning for a retirement), and provenance (construction-cohort marker). Sole-vs-multiple basis is derivable by counting qualifying_contributor links per actor×dimension (1 = sole; >1 = one of several) — links are never flattened to qualifies:yes/no. Active links are returned by default; retired links are never restored, and a relationship assessed afresh enters as a new link at the next sequence. Pass include_retired to receive the archive alongside the active links. The response carries a metadata block — totals by type, per-actor and per-dimension distributions, active/retired status_counts, met-dimension coverage figures, and the dataset's generation date and revision history — identical on both tiers; last_updated dates the most recent revision. For the higher-order signatures built from these links, use get_capability_signatures.
get_capability_signatures
ClaudeRetrieve the precomputed Capability Signatures — directional Coordination Connection (CC) chains or hubs (connection types 1/3/4/5) whose member events span two or more Sovereign Capability Profile (SCP) dimensions, surfaced as corroborating structural texture rather than a headline finding. Omit signature_id for the whole set — each signature with its nodes, directional legs (from/to + connection type), dimension span, attribution profile, and narrative; its member_links, the explicit list of Capability Link link_ids its nodes correspond to; and its own lifecycle fields — created, scp_register_version, assessed_under, status — plus metadata (the directional-edge inventory, the active/retired status_counts, and the pre-operational caveat) and the non-signature same-capability clusters. Pass signature_id (e.g. "CS-001") for one. A signature is never edited in place: a change to its member set retires it whole, and a still-qualifying structure re-enters as a new signature. Active signatures are returned by default; pass include_retired to receive retired signatures alongside. member_links is the authoritative reference into the membership layer: the node fields are denormalised for rendering and are subordinate to it, so resolve a link_id through get_capability_links for that node's current status and full detail. For the underlying event↔dimension membership links, use get_capability_links. A derived overlay over the directional CC graph; served in full and free, lifecycle fields included.
get_commitments
ClaudeRetrieve the Compute Commitment Register — verified commitments of computing capacity by named actors to societal challenges, one record per instrument, quantities as published, never summed. Returns the challenge table (documents counted once per challenge touched; Committed and Allocated counts), the actor table, records with commitment, delivery and corroborating evidence, the Challenge List Reference, and definitions (each register term's defining sentence from the published working note, deep-linked). The register touches events only through Challenge Attributions — for an attributed event use get_event; for sovereign capability use query_scp; for coordination metrics use get_metrics. Pass view as table (default), actors, records or challenges; filter with challenge, actor_id, actor_type, band, status, ai_compute or standing; record_id returns one record in full, line items included; include_history returns the append-only observation series. Figures are dated observations within a Challenge List epoch — floors of located disclosure, never measures of activity; status stays pre_operational until the register's stated conditions are met. Served in full on both tiers.
get_connection_by_id
ClaudeRetrieve a single Coordination Connection (CC) by its connection_id (e.g. "CC-06-11-3"). Use when you have the exact identifier; to list or filter CCs, use get_connections. Returns the CC with full evidence on the full tier — or when an endpoint is a sample event — and the base fields only otherwise.
get_connections
ClaudeRetrieve Coordination Connections (CCs) — the typed, directional relationships WEO records between events — optionally filtered by event (as source or target), type (1–7), or confidence (CC-V / CC-E / CC-A). For a single CC by its identifier, use get_connection_by_id. Each CC carries its id, source/target event IDs, type name + number, confidence, and direction; full tier — and either tier when an endpoint is a sample event — adds the evidence summary, evidence detail, and verification history.
get_contribution
ClaudeLook up WEO Contribution Architecture vocabulary — the contributor programme's terms, credit classes, and governance provisions (e.g. "Delta Credit", "Founding Observer", "Observer Network", "rate card", "malinformation"). Returns the term's context, its section anchor, and a deep link into the self-hosted CA edition. Omit term for programme status: phase, activation criterion, current corpus size, and enquiry address. Use to resolve participation vocabulary — the Contribution Architecture governs participation, whilst the Methodology Manual (get_methodology) governs what qualifies. Matching is exact-first, then substring; an unknown term returns a sample of available terms. Served in full on both tiers.
get_coverage_stats
ClaudeRetrieve the current corpus statistics — live counts and distributions of events, Coordination Connections (CCs), and Sovereign Capability Profile actors across bloc, tier, domain, event type, primary industry, CC type, confidence, and designation, plus Environmental Nexus Tag (ENT) statistics with the Warmth Engine Ratio, counts of the derived layers — Infrastructure Threads, Capability Links with their type split, and Capability Signatures — the event-ID range, and the methodology version. Capability Link and Capability Signature counts are of active records only: retired records are excluded so the figures describe present coverage rather than everything ever assessed, with the active/retired splits published in the two capability tools' metadata. No parameters; figures are computed live, so the response always reflects the present database. The secondary-industry breakdown is full-tier only.
get_event
ClaudeRetrieve one event by ID — classification, assessment, sources, industry tags, Environmental Nexus Tags (ENTs), bloc analysis, and tier rationale. Use when you already hold an event ID; to find IDs, use search_events. Pass event_id as the zero-padded string (e.g. "06", "141"). date is the implementation date (general availability for a product release). Free tier returns the complete record for sample events and the classification facts for all others (deeper assessment and evidence withheld); full tier returns every field.
get_event_stack
ClaudeAssemble the stack journey for one event — its kind-labelled value-chain neighbourhood at depth 1, the same composition the Atlas renders, in one call. Returns three separate arrays, never merged: coordination — the event's own Coordination Connections (CCs), all seven connection types, directed (types 1/3/4/5) and bidirectional/sibling (types 2/6/7) alike; each carries type/confidence/direction, plus evidence at full tier; material — the event's own Infrastructure-Thread edges, one per source→target pair, each with its sourced asset facts (linkType + asset + naming field); capability — the active Sovereign Capability Profile (SCP) dimension-membership waypoints for the event itself (actor, dimension, link_type, attribution, entity, and the link's link_id and lifecycle fields; plus qualification_basis/rationale/note at full tier). The three are different kinds of claim: a thread is a factual asset match, not a CC, and is never rendered as one. The capability array carries active links only and takes no parameter to widen it — a stack is the event's neighbourhood as the corpus now stands; for retired memberships, use get_capability_links with include_retired. A derived view over the existing connections, threads, and capability links — each substrate keeps its own gating, and the free tier leaks no paid fields. For the material layer alone, use get_threads; for the directed multi-hop coordination lineage between events, use traverse_coordination. Pass event_id.
get_methodology
ClaudeLook up the WEO methodology definition for any platform-specific term, field, or concept (e.g. "CC-V", "T2", "PAA", "ENT-1", "PIET"). Returns the term's definition, its section anchor, a deep link to that section of the published methodology, and the methodology version. Use to resolve any vocabulary the other tools return. Pass term; matching is exact-first, then substring, and an unknown term returns a sample of available terms.
get_metrics
ClaudeRetrieve the WEO quantitative coordination metrics — dated observations of the documented connection network computed under Towards Coordination Science (TCS). Returns Cross-Sector Transmission Frequency (CSTF) with its permutation null model, the cross-sector transmission matrix (sparse non-zero cells plus the fixed 11-category row order), Framework Family Density, Cross-Bloc Connection Frequency, and Connection Growth Rate. For live corpus counts and distributions, use get_coverage_stats — metrics here are derived, dated observations, never live recomputations. Omit metric for all of them; set include_history for the full append-only series rather than the latest observation. Pre-operational: the corpus has not reached operational threshold, so every value is a dated observation of the documented record as constructed, not a measurement of the real-world coordination landscape. Each metric carries its own status — published metrics are surfaced on the platform; pre_operational ones are recorded but not publication-grade; insufficient_corpus ones are blocked. Values are comparable only within a taxonomy epoch. Served in full on both tiers.
get_threads
ClaudeRetrieve Infrastructure Threads — the factual material-link layer recording where the same named AI hardware asset (chip / GPU / NPU / custom ASIC) appears as a documented fact in two events. A thread is not a Coordination Connection: no connection type, no confidence grade — either the asset match is verified or it isn't. Pass event_id for that event's linked events in both directions: outbound = assets this event deploys or trains on, each linking to its producer event; inbound = events that use this event's asset. Each link carries the sourced claim (linkType ∈ deploys | trains_on | powered_by | fabricated_at, plus the asset) and the host-event field that names it. Omit event_id for the whole layer. For one event's value-chain stack, use get_event_stack. Free on both tiers.
get_topology
ClaudeRetrieve the precomputed Coordination Topology — the structural lineage layer over the parent→child Coordination Connection graph (a DAG). Omit node_id for whole-graph network statistics (taxonomy-class counts, roots, multi-parent nodes, dominant roots by coordination reach, weakly-connected components). Pass node_id (e.g. "E34") for one node's structural metrics: generational depth (min/max/all-paths), coordination reach, directed betweenness, path diversity, fan-in/out, taxonomy class, component id. For the actual paths between nodes or up/down a lineage use traverse_coordination; for one event's value-chain stack use get_event_stack. Optional class / cc_type / min_reach filters return matching nodes. The full tier adds the held analyst layer (chain participation, curated orphan/sibling and named-feature sets).
query_scp
ClaudeQuery the Sovereign Capability Profile (SCP) register by pivoting and comparing — distinct from get_actors, which fetches whole actors and is where energy_context is served; it is not returned here. Pass exactly one of: dimension (e.g. "D3") pivots that one dimension across every actor (each actor's met status and recorded headline, on what basis); actors (e.g. ["US","CN"]) lays those actors side by side across all seven dimensions (D1–D7); watch:true returns the dimension_watch register (forward-looking entries: actor, dimension, current vs expected_change, trigger, timeline). Readouts are descriptive — recorded status and fields, never causal inference. Free tier carries met + the headline for all actors and the US sample in full; the full tier adds the per-dimension evidence (constraint, qualification, sources, and escalation_trigger where recorded). Omit all three params for a usage hint.
search_events
ClaudeSearch and filter the WEO event corpus by query text or classification (bloc, tier, domain, event type, primary industry tag); returns the matching events with their metadata, capped by limit (default 20, max 50). Use to discover or shortlist events; for a single event's complete record, use get_event. Events enter after a verification lag from their implementation date (six months; 60 days for verified product releases), so recent events may not yet appear, and an empty result is not evidence that no such event has occurred. Free tier returns the classification facts with the deeper assessment and evidence withheld on non-sample events; full tier — and sample events on either tier — return every field.
traverse_coordination
ClaudeWalk the Coordination Topology lineage graph (precomputed lookups over the parent→child Coordination Connection DAG). mode="path" returns every path between source and target, each with its CC-type (connection-type) sequence and whether it is pure lineage (homogeneous) or crosses a sibling/bidirectional edge; mode="ancestors"/"descendants" return the nodes reachable up/down the hierarchy; mode="neighbours" returns direct parents and children. For a node's structural metrics or the whole-graph summary rather than walks, use get_topology. cc_types (connection-type filter) and max_depth apply to path AND to the ancestors/descendants/neighbours adjacency walks — supplying either runs a bounded typed walk over the backbone edges. homogeneous_only is path-only (drops any path crossing a sibling edge); sent to an adjacency mode it is returned in ignored_params. A bare numeric node_id missing the E prefix is resolved (the canonical form is echoed as resolved_node_id); a node that exists but carries no backbone edges is reported as such rather than as unknown.
