waveguard counterfactual

Run baseline plus counterfactual variants and measure verdict/score sensitivity.

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_counterfactual for me.

Input

Field	Type	Description
training*	array	2+ baseline normal samples used to build the reference profile.
base_test*	string	Baseline candidate sample to evaluate before counterfactual perturbations.
counterfactual_tests*	array	1+ perturbed variants of base_test for sensitivity analysis.
encoder_type	string	Optional encoder override. Omit to auto-detect from input structure.
sensitivity	number	Anomaly sensitivity multiplier (default: 1.0). Higher values flag more aggressively.
field_level	integer (0 \| 1)	0 = real scalar field (faster), 1 = complex field (richer phase dynamics).

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_counterfactual","input":{"training":[],"base_test":"...","counterfactual_tests":[]}}'

cli

npx cracked-ai run -p mcp-com-emergentphysicslab-waveguard -e /waveguard_counterfactual -i '{"training":[],"base_test":"...","counterfactual_tests":[]}'

mcp

run_tool({ provider: "mcp-com-emergentphysicslab-waveguard", endpoint: "/waveguard_counterfactual", input: {"training":[],"base_test":"...","counterfactual_tests":[]} })

Try it

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