waveguard cascade risk

Estimate shock propagation and resilience from adjacency-linked entities.

liveverifiedunknown~5s typical

mcpprobedwaveguard

$0.0020

per call

plus $0.001 platform fee per run

Open MCP server; Cracked bills routing only

Provider Upstream docs

$Set up https://cracked-ai-pearl.vercel.app/SKILL.md, then use Cracked to run mcp-com-emergentphysicslab-waveguard /waveguard_cascade_risk for me.

Input

Field	Type	Description
training_context*	array	2+ baseline context samples used for normalization.
entities*	array	2+ entities/nodes participating in the cascade graph.
adjacency_matrix*	array	N×N weighted adjacency matrix describing link strengths between entities.
shock_indices*	array	Indices of initially shocked entities within the entities array.
shock_strength	number	Initial perturbation magnitude injected at shock indices. default 0.05
encoder_type	string	Optional encoder override. Omit to auto-detect.
sensitivity	number	Anomaly sensitivity multiplier (default: 1.0).
field_level	integer (0 \| 1)	Field representation level. Default 1 for graph interaction dynamics. default 1

Call it

curl

curl https://cracked-ai-pearl.vercel.app/v1/run \
  -H "Authorization: Bearer ck_live_..." -H "content-type: application/json" \
  -d '{"provider":"mcp-com-emergentphysicslab-waveguard","endpoint":"/waveguard_cascade_risk","input":{"training_context":[],"entities":[],"adjacency_matrix":[],"shock_indices":[],"shock_strength":0.05,"field_level":1}}'

cli

npx cracked-ai run -p mcp-com-emergentphysicslab-waveguard -e /waveguard_cascade_risk -i '{"training_context":[],"entities":[],"adjacency_matrix":[],"shock_indices":[],"shock_strength":0.05,"field_level":1}'

mcp

run_tool({ provider: "mcp-com-emergentphysicslab-waveguard", endpoint: "/waveguard_cascade_risk", input: {"training_context":[],"entities":[],"adjacency_matrix":[],"shock_indices":[],"shock_strength":0.05,"field_level":1} })

Try it

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