← The evidence ledger
Evidence row 564473
Observed , by probe.mcp/1.
- Kind
- mcp.tools
- About
- endpoint 7c44bf18-2d20-4c25-9a1c-d591de256169
- Recorded
- Previous row
- None: the first of its kind about this subject
- Body SHA-256
- 9962197928643732898769a085c193414577ef8bdaf013f569df8bbcf9e0bb6f
- Leaf
- 0x92116e292e4d0ac43540e233a2cc5aeb40196f2a0375b9ec0f0186910ed40e06
What was observed
{
"count": 2,
"tools": [
{
"description": "Assess an organization's readiness to run AI in production across five dimensions (data readiness, workflow ownership, governance and controls, delivery capacity, executive sponsorship), each scored 1-5 with evidence or marked unknown, plus classified candidate use cases. Returns a deterministic verdict — Ready, Ready with conditions, Not yet ready, or Insufficient evidence (thresholds: ready needs no dimension below 3; 2+ dimensions at 2 or below is not yet ready) — with a handoff-ready Markdown assessment. Read-only; not for triaging a single AI idea (use triage_ai_opportunity).",
"inputSchema": {
"additionalProperties": false,
"properties": {
"dimensions": {
"additionalProperties": false,
"description": "All five readiness dimensions, each scored 1-5 with evidence, or marked unknown.",
"properties": {
"dataReadiness": {
"additionalProperties": false,
"description": "Data readiness: the data the workflows need exists, is accessible, and its quality problems are known and bounded.",
"properties": {
"evidence": {
"description": "One or two sentences supporting the score — or, for unknown, what evidence is missing.",
"maxLength": 2000,
"minLength": 1,
"type": "string"
},
"evidenceLabel": {
"description": "Optional classification of the supplied evidence.",
"enum": [
"fact",
"assumption",
"estimate"
],
"type": "string"
},
"gap": {
"description": "Optional named gap for this dimension, used in the risk register and conditions.",
"maxLength": 500,
"type": "string"
},
"score": {
"description": "Score from 1 (absent) to 5 (strong), or 'unknown' when the evidence to score this dimension is missing. Unknown is never treated as a low score.",
"oneOf": [
{
"maximum": 5,
"minimum": 1,
"type": "integer"
},
{
"enum": [
"unknown"
],
"type": "string"
}
]
}
},
"required": [
"score",
"evidence"
],
"type": "object"
},
"deliveryCapacity": {
"additionalProperties": false,
"description": "Delivery capacity: engineering and operations can commit to iterative delivery, evaluation cycles, and post-launch operation.",
"properties": {
"evidence": {
"description": "One or two sentences supporting the score — or, for unknown, what evidence is missing.",
"maxLength": 2000,
"minLength": 1,
"type": "string"
},
"evidenceLabel": {
"description": "Optional classification of the supplied evidence.",
"enum": [
"fact",
"assumption",
"estimate"
],
"type": "string"
},
"gap": {
"description": "Optional named gap for this dimension, used in the risk register and conditions.",
"maxLength": 500,
"type": "string"
},
"score": {
"description": "Score from 1 (absent) to 5 (strong), or 'unknown' when the evidence to score this dimension is missing. Unknown is never treated as a low score.",
"oneOf": [
{
"maximum": 5,
"minimum": 1,
"type": "integer"
},
{
"enum": [
"unknown"
],
"type": "string"
}
]
}
},
"required": [
"score",
"evidence"
],
"type": "object"
},
"executiveSponsorship": {
"additionalProperties": false,
"description": "Executive sponsorship: an accountable sponsor exists for adoption and policy decisions.",
"properties": {
"evidence": {
"description": "One or two sentences supporting the score — or, for unknown, what evidence is missing.",
"maxLength": 2000,
"minLength": 1,
"type": "string"
},
"evidenceLabel": {
"description": "Optional classification of the supplied evidence.",
"enum": [
"fact",
"assumption",
"estimate"
],
"type": "string"
},
"gap": {
"description": "Optional named gap for this dimension, used in the risk register and conditions.",
"maxLength": 500,
"type": "string"
},
"score": {
"description": "Score from 1 (absent) to 5 (strong), or 'unknown' when the evidence to score this dimension is missing. Unknown is never treated as a low score.",
"oneOf": [
{
"maximum": 5,
"minimum": 1,
"type": "integer"
},
{
"enum": [
"unknown"
],
"type": "string"
}
]
}
},
"required": [
"score",
"evidence"
],
"type": "object"
},
"governanceControls": {
"additionalProperties": false,
"description": "Governance and controls: security, compliance, and audit constraints are documented and have owners, so phase-one design can build them in rather than bolt them on.",
"properties": {
"evidence": {
"description": "One or two sentences supporting the score — or, for unknown, what evidence is missing.",
"maxLength": 2000,
"minLength": 1,
"type": "string"
},
"evidenceLabel": {
"description": "Optional classification of the supplied evidence.",
"enum": [
"fact",
"assumption",
"estimate"
],
"type": "string"
},
"gap": {
"description": "Optional named gap for this dimension, used in the risk register and conditions.",
"maxLength": 500,
"type": "string"
},
"score": {
"description": "Score from 1 (absent) to 5 (strong), or 'unknown' when the evidence to score this dimension is missing. Unknown is never treated as a low score.",
"oneOf": [
{
"maximum": 5,
"minimum": 1,
"type": "integer"
},
{
"enum": [
"unknown"
],
"type": "string"
}
]
}
},
"required": [
"score",
"evidence"
],
"type": "object"
},
"workflowOwnership": {
"additionalProperties": false,
"description": "Workflow ownership: each candidate workflow has a named owner with authority to change how the work is done.",
"properties": {
"evidence": {
"description": "One or two sentences supporting the score — or, for unknown, what evidence is missing.",
"maxLength": 2000,
"minLength": 1,
"type": "string"
},
"evidenceLabel": {
"description": "Optional classification of the supplied evidence.",
"enum": [
"fact",
"assumption",
"estimate"
],
"type": "string"
},
"gap": {
"description": "Optional named gap for this dimension, used in the risk register and conditions.",
"maxLength": 500,
"type": "string"
},
"score": {
"description": "Score from 1 (absent) to 5 (strong), or 'unknown' when the evidence to score this dimension is missing. Unknown is never treated as a low score.",
"oneOf": [
{
"maximum": 5,
"minimum": 1,
"type": "integer"
},
{
"enum": [
"unknown"
],
"type": "string"
}
]
}
},
"required": [
"score",
"evidence"
],
"type": "object"
}
},
"required": [
"dataReadiness",
"workflowOwnership",
"governanceControls",
"deliveryCapacity",
"executiveSponsorship"
],
"type": "object"
},
"organizationName": {
"description": "The organization or team being assessed.",
"maxLength": 160,
"minLength": 1,
"type": "string"
},
"preparedFor": {
"description": "Optional sponsor or requester the assessment is prepared for.",
"maxLength": 160,
"type": "string"
},
"risks": {
"description": "Optional risk register entries; scoring gaps should each become one.",
"items": {
"additionalProperties": false,
"properties": {
"owner": {
"maxLength": 160,
"type": "string"
},
"remediation": {
"maxLength": 500,
"type": "string"
},
"risk": {
"maxLength": 500,
"minLength": 1,
"type": "string"
},
"severity": {
"enum": [
"low",
"medium",
"high"
],
"type": "string"
}
},
"required": [
"risk",
"severity"
],
"type": "object"
},
"maxItems": 12,
"type": "array"
},
"sequencing": {
"additionalProperties": false,
"description": "Optional 30-60-90 day sequencing recommendation.",
"properties": {
"next30": {
"maxLength": 1000,
"type": "string"
},
"next60": {
"maxLength": 1000,
"type": "string"
},
"next90": {
"maxLength": 1000,
"type": "string"
}
},
"type": "object"
},
"useCases": {
"description": "Candidate AI use cases, each classified start-now, prepare-first, or defer.",
"items": {
"additionalProperties": false,
"properties": {
"blockingGap": {
"description": "For prepare-first: the named gap that blocks starting now.",
"maxLength": 500,
"type": "string"
},
"classification": {
"enum": [
"start-now",
"prepare-first",
"defer"
],
"type": "string"
},
"name": {
"maxLength": 160,
"minLength": 1,
"type": "string"
},
"rationale": {
"maxLength": 500,
"type": "string"
},
"risk": {
"description": "Impact and reversibility of failures.",
"maxLength": 500,
"minLength": 1,
"type": "string"
},
"valueCase": {
"description": "The tracked operating metric this use case improves, and roughly by how much.",
"maxLength": 500,
"minLength": 1,
"type": "string"
}
},
"required": [
"name",
"valueCase",
"risk",
"classification"
],
"type": "object"
},
"maxItems": 12,
"minItems": 1,
"type": "array"
}
},
"required": [
"organizationName",
"dimensions",
"useCases"
],
"type": "object"
},
"name": "assess_ai_readiness"
},
{
"description": "Score one proposed AI workflow across bottleneck severity, value capture, integration readiness, and risk posture. Returns a deterministic go-deeper or hold recommendation and a handoff-ready Markdown artifact. Read-only; not for organization-wide readiness reviews or production rollout planning.",
"inputSchema": {
"additionalProperties": false,
"properties": {
"canAnswerTopFollowUpInOneBusinessDay": {
"description": "Needed only when the total is 10-13: whether the highest-impact follow-up can plausibly be answered within one business day.",
"type": "boolean"
},
"confidence": {
"description": "Optional confidence override. The rubric supplies a conservative default.",
"enum": [
"High",
"Medium",
"Low"
],
"type": "string"
},
"decisionContext": {
"description": "The concrete decision this triage will inform.",
"maxLength": 1000,
"minLength": 1,
"type": "string"
},
"followUps": {
"description": "Up to five questions ranked by how much their answers could change the decision.",
"items": {
"additionalProperties": false,
"properties": {
"owner": {
"maxLength": 160,
"type": "string"
},
"question": {
"maxLength": 500,
"minLength": 1,
"type": "string"
},
"whyItMatters": {
"maxLength": 500,
"type": "string"
}
},
"required": [
"question"
],
"type": "object"
},
"maxItems": 5,
"type": "array"
},
"lenses": {
"additionalProperties": false,
"properties": {
"bottleneckSeverity": {
"additionalProperties": false,
"properties": {
"evidence": {
"description": "One or two concise sentences supporting this score.",
"maxLength": 2000,
"minLength": 1,
"type": "string"
},
"evidenceLabel": {
"description": "Optional classification of the supplied evidence.",
"enum": [
"fact",
"assumption",
"estimate"
],
"type": "string"
},
"score": {
"description": "Score from 1 (weak) to 5 (strong), grounded in the supplied evidence.",
"maximum": 5,
"minimum": 1,
"type": "integer"
}
},
"required": [
"score",
"evidence"
],
"type": "object"
},
"integrationReadiness": {
"additionalProperties": false,
"properties": {
"evidence": {
"description": "One or two concise sentences supporting this score.",
"maxLength": 2000,
"minLength": 1,
"type": "string"
},
"evidenceLabel": {
"description": "Optional classification of the supplied evidence.",
"enum": [
"fact",
"assumption",
"estimate"
],
"type": "string"
},
"score": {
"description": "Score from 1 (weak) to 5 (strong), grounded in the supplied evidence.",
"maximum": 5,
"minimum": 1,
"type": "integer"
}
},
"required": [
"score",
"evidence"
],
"type": "object"
},
"riskPosture": {
"additionalProperties": false,
"properties": {
"evidence": {
"description": "One or two concise sentences supporting this score.",
"maxLength": 2000,
"minLength": 1,
"type": "string"
},
"evidenceLabel": {
"description": "Optional classification of the supplied evidence.",
"enum": [
"fact",
"assumption",
"estimate"
],
"type": "string"
},
"score": {
"description": "Score from 1 (weak) to 5 (strong), grounded in the supplied evidence.",
"maximum": 5,
"minimum": 1,
"type": "integer"
}
},
"required": [
"score",
"evidence"
],
"type": "object"
},
"valueCapture": {
"additionalProperties": false,
"properties": {
"evidence": {
"description": "One or two concise sentences supporting this score.",
"maxLength": 2000,
"minLength": 1,
"type": "string"
},
"evidenceLabel": {
"description": "Optional classification of the supplied evidence.",
"enum": [
"fact",
"assumption",
"estimate"
],
"type": "string"
},
"score": {
"description": "Score from 1 (weak) to 5 (strong), grounded in the supplied evidence.",
"maximum": 5,
"minimum": 1,
"type": "integer"
}
},
"required": [
"score",
"evidence"
],
"type": "object"
}
},
"required": [
"bottleneckSeverity",
"valueCapture",
"integrationReadiness",
"riskPosture"
],
"type": "object"
},
"requestedBy": {
"description": "Optional person or team requesting the triage.",
"maxLength": 160,
"type": "string"
},
"workflowName": {
"description": "The specific workflow being evaluated.",
"maxLength": 160,
"minLength": 1,
"type": "string"
}
},
"required": [
"workflowName",
"decisionContext",
"lenses"
],
"type": "object"
},
"name": "triage_ai_opportunity"
}
]
}What the leaf hashes
{"body":"9962197928643732898769a085c193414577ef8bdaf013f569df8bbcf9e0bb6f","id":564473,"kind":"mcp.tools","method":"probe.mcp/1","observed_us":1793137845473435,"prev":null,"subject":"7c44bf18-2d20-4c25-9a1c-d591de256169","subject_kind":"endpoint"}Proof
Fold these into the leaf in order, hashing each sorted pair with keccak256, to reach the root of (273461 rows).
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- Day root
- 0xdd77e5e99da32c3f154180d63e3c3e6fe11e896a2c6896412ef6b5c4bcf7e795
- Chained
- 0x23bb4dfd09f55c15ac3962f53578e02c6114d5bfd9bb451cf8794fb6e2817ef4
- Published
- On Arc Testnet, block 69414147: 0xb2ebd83aafeb765a0ce66e76aefb133ed06606c98038fd56191e2bcd1dcb77b4