Server definition

Hash: sha256:e31e072b1b50d03aeb555584760b97533baa472facc12dcfcaee08398f9a4a7e
What it is: What a remote MCP server returned when asked what it offers: 9 tools

The blob, as servednamed by its sha256

{
  "instructions": "Provide first-pass, public-safe business system reviews. Focus on business context, customer journey, bottlenecks, AI opportunities, trust/control risks, human review, escalation, and practical next steps.",
  "tools": [
    {
      "description": "Summarizes the supplied business context, including customer, offer, workflow, goals, constraints, readiness signals, missing information, and confidence.",
      "inputSchema": {
        "$schema": "http://json-schema.org/draft-07/schema#",
        "properties": {
          "aiIdea": {
            "description": "AI or automation idea the user is considering.",
            "type": "string"
          },
          "businessType": {
            "description": "Type of business, such as ecommerce, SaaS, consulting, agency, local service, or solo business.",
            "type": "string"
          },
          "constraints": {
            "description": "Known constraints such as budget, team capacity, tools, timeline, compliance needs, or data access.",
            "items": {
              "type": "string"
            },
            "type": "array"
          },
          "currentGoal": {
            "description": "Current business goal the user wants the review to support.",
            "type": "string"
          },
          "currentProblem": {
            "description": "Main business or workflow problem the user wants to solve.",
            "type": "string"
          },
          "currentWorkflow": {
            "description": "How the relevant workflow currently works, including manual steps, tools, handoffs, and review points.",
            "type": "string"
          },
          "goal90Days": {
            "description": "Desired business or workflow outcome over the next 90 days.",
            "type": "string"
          },
          "notes": {
            "description": "Any additional context the user wants considered in the review.",
            "type": "string"
          },
          "offer": {
            "description": "Core product, service, package, or outcome the business sells.",
            "type": "string"
          },
          "revenueModel": {
            "description": "How the business earns revenue, such as projects, retainers, subscriptions, services, or products.",
            "type": "string"
          },
          "riskConcerns": {
            "description": "Concerns related to customer trust, brand reputation, legal exposure, sensitive data, or quality control.",
            "type": "string"
          },
          "targetCustomer": {
            "description": "Primary customer segment or buyer the business serves.",
            "type": "string"
          },
          "teamSize": {
            "description": "Approximate team size and key roles involved in the workflow.",
            "type": "string"
          }
        },
        "type": "object"
      },
      "name": "analyze_business_context",
      "outputSchema": {
        "$schema": "http://json-schema.org/draft-07/schema#",
        "additionalProperties": false,
        "properties": {
          "businessSnapshot": {
            "description": "Concise public-safe summary of the business and operating context.",
            "type": "string"
          },
          "confidence": {
            "description": "Confidence level based on the clarity and completeness of the provided business context.",
            "enum": [
              "low",
              "medium",
              "high"
            ],
            "type": "string"
          },
          "likelyBusinessModel": {
            "description": "Likely business model inferred from the supplied context.",
            "type": "string"
          },
          "missingInformation": {
            "description": "Information the user should provide to improve diagnostic confidence.",
            "items": {
              "type": "string"
            },
            "type": "array"
          },
          "primaryConstraintHypothesis": {
            "description": "Likely main constraint limiting progress or readiness.",
            "type": "string"
          },
          "readinessSignals": {
            "description": "Signals that indicate whether the business is ready for AI-assisted workflow design.",
            "items": {
              "type": "string"
            },
            "type": "array"
          },
          "targetCustomerSummary": {
            "description": "Short summary of the customer segment or buyer context.",
            "type": "string"
          },
          "valuePromiseHypothesis": {
            "description": "Hypothesis about the core value promise or outcome the business sells.",
            "type": "string"
          }
        },
        "required": [
          "businessSnapshot",
          "likelyBusinessModel",
          "targetCustomerSummary",
          "valuePromiseHypothesis",
          "primaryConstraintHypothesis",
          "readinessSignals",
          "missingInformation",
          "confidence"
        ],
        "type": "object"
      }
    },
    {
      "description": "Reviews a proposed AI workflow for human review needs, data boundaries, quality controls, escalation triggers, unsafe automation risks, and confidence.",
      "inputSchema": {
        "$schema": "http://json-schema.org/draft-07/schema#",
        "properties": {
          "aiIdea": {
            "description": "Specific AI or automation idea the user is considering.",
            "type": "string"
          },
          "businessType": {
            "description": "Type of business being reviewed.",
            "type": "string"
          },
          "canAffectBrandTrust": {
            "description": "Whether the workflow can affect brand reputation, customer expectations, or public trust.",
            "type": "boolean"
          },
          "canAffectMoney": {
            "description": "Whether the workflow can influence pricing, refunds, payments, scope, or financial decisions.",
            "type": "boolean"
          },
          "currentControls": {
            "description": "Existing review, approval, QA, escalation, or monitoring controls.",
            "type": "string"
          },
          "currentProblem": {
            "description": "Main business or workflow problem the user wants to solve.",
            "type": "string"
          },
          "currentWorkflow": {
            "description": "Current workflow before AI or automation.",
            "type": "string"
          },
          "customerFacing": {
            "description": "Whether the workflow directly affects customers or customer-facing messages.",
            "type": "boolean"
          },
          "proposedWorkflow": {
            "description": "Proposed workflow design, including what AI would do and what humans would review.",
            "type": "string"
          },
          "requiresExpertJudgment": {
            "description": "Whether the workflow needs professional, strategic, legal, financial, HR, or domain judgment.",
            "type": "boolean"
          },
          "riskConcerns": {
            "description": "Known concerns about customer trust, brand risk, compliance, money, privacy, or quality control.",
            "type": "string"
          },
          "usesSensitiveData": {
            "description": "Whether the workflow may use private, regulated, or sensitive business/customer data.",
            "type": "boolean"
          },
          "workflowIdea": {
            "description": "AI workflow or agent idea to assess for trust and control risk.",
            "type": "string"
          }
        },
        "type": "object"
      },
      "name": "assess_trust_control_risks",
      "outputSchema": {
        "$schema": "http://json-schema.org/draft-07/schema#",
        "additionalProperties": false,
        "properties": {
          "confidence": {
            "description": "Confidence level based on the clarity and completeness of the provided business context.",
            "enum": [
              "low",
              "medium",
              "high"
            ],
            "type": "string"
          },
          "dataBoundaryWarnings": {
            "description": "Warnings about sensitive data, privacy, access boundaries, or inappropriate inputs.",
            "items": {
              "type": "string"
            },
            "type": "array"
          },
          "escalationTriggers": {
            "description": "Conditions that should escalate to a human owner or expert reviewer.",
            "items": {
              "type": "string"
            },
            "type": "array"
          },
          "humanReviewRules": {
            "description": "Rules for when a human must review, approve, or override AI output.",
            "items": {
              "type": "string"
            },
            "type": "array"
          },
          "missingInformation": {
            "description": "Information the user should provide to improve risk assessment confidence.",
            "items": {
              "type": "string"
            },
            "type": "array"
          },
          "notRecommendedActions": {
            "description": "Actions that should not be automated in the current version.",
            "items": {
              "type": "string"
            },
            "type": "array"
          },
          "requiredControls": {
            "description": "Controls needed before the workflow should be piloted or expanded.",
            "items": {
              "type": "string"
            },
            "type": "array"
          },
          "riskLevel": {
            "description": "Estimated risk level for the workflow or recommendation.",
            "enum": [
              "low",
              "medium",
              "high"
            ],
            "type": "string"
          },
          "riskSummary": {
            "description": "Concise public-safe summary of the main trust and control risks.",
            "type": "string"
          }
        },
        "required": [
          "riskLevel",
          "riskSummary",
          "requiredControls",
          "humanReviewRules",
          "dataBoundaryWarnings",
          "escalationTriggers",
          "notRecommendedActions",
          "missingInformation",
          "confidence"
        ],
        "type": "object"
      }
    },
    {
      "description": "Evaluates candidate AI workflow ideas for business value, implementation readiness, repeatability, trust/control risk, warnings, and missing information.",
      "inputSchema": {
        "$schema": "http://json-schema.org/draft-07/schema#",
        "properties": {
          "aiIdea": {
            "description": "Specific AI or automation idea the user wants evaluated.",
            "type": "string"
          },
          "businessContext": {
            "description": "Short description of the business, customers, offer, and current operating context.",
            "type": "string"
          },
          "businessType": {
            "description": "Type of business being reviewed.",
            "type": "string"
          },
          "candidateUseCases": {
            "description": "Candidate AI workflow ideas to evaluate.",
            "items": {
              "anyOf": [
                {
                  "description": "Short free-text description of an AI use case the user is considering.",
                  "type": "string"
                },
                {
                  "properties": {
                    "availableData": {
                      "description": "Data, examples, documents, or systems available to support the use case.",
                      "type": "string"
                    },
                    "currentControls": {
                      "description": "Existing human review, approval, QA, or escalation controls.",
                      "type": "string"
                    },
                    "customerFacing": {
                      "description": "Whether the use case affects customers directly.",
                      "type": "boolean"
                    },
                    "description": {
                      "description": "What the candidate use case would do.",
                      "type": "string"
                    },
                    "expectedImpact": {
                      "description": "Expected business impact if the use case works well.",
                      "type": "string"
                    },
                    "name": {
                      "description": "Short name of the candidate AI use case.",
                      "type": "string"
                    },
                    "riskIfWrong": {
                      "description": "What could go wrong if the AI output or action is incorrect.",
                      "type": "string"
                    }
                  },
                  "required": [
                    "name",
                    "description"
                  ],
                  "type": "object"
                }
              ]
            },
            "type": "array"
          },
          "currentProblem": {
            "description": "Main problem the AI opportunities should help solve.",
            "type": "string"
          },
          "currentWorkflow": {
            "description": "Current workflow before AI or automation.",
            "type": "string"
          },
          "riskConcerns": {
            "description": "Concerns about customer trust, brand risk, money, privacy, compliance, or quality control.",
            "type": "string"
          }
        },
        "type": "object"
      },
      "name": "evaluate_ai_opportunities",
      "outputSchema": {
        "$schema": "http://json-schema.org/draft-07/schema#",
        "additionalProperties": false,
        "properties": {
          "confidence": {
            "description": "Confidence level based on the clarity and completeness of the provided business context.",
            "enum": [
              "low",
              "medium",
              "high"
            ],
            "type": "string"
          },
          "missingInformation": {
            "description": "Information the user should provide to improve diagnostic confidence.",
            "items": {
              "type": "string"
            },
            "type": "array"
          },
          "opportunities": {
            "description": "Evaluated AI opportunities with value, readiness, risk, and control guidance.",
            "items": {
              "additionalProperties": false,
              "properties": {
                "businessValueScore": {
                  "description": "Relative business value score from 1 to 5.",
                  "maximum": 5,
                  "minimum": 1,
                  "type": "number"
                },
                "implementationReadinessScore": {
                  "description": "Relative implementation readiness score from 1 to 5.",
                  "maximum": 5,
                  "minimum": 1,
                  "type": "number"
                },
                "name": {
                  "description": "Short name of the AI opportunity.",
                  "type": "string"
                },
                "priority": {
                  "description": "Recommended priority for this opportunity.",
                  "enum": [
                    "high",
                    "medium",
                    "low",
                    "not_recommended_yet"
                  ],
                  "type": "string"
                },
                "recommendedFirstVersion": {
                  "description": "Safest narrow first version of the opportunity to pilot.",
                  "type": "string"
                },
                "requiredHumanControl": {
                  "description": "Human review, approval, or escalation rule required for this opportunity.",
                  "type": "string"
                },
                "summary": {
                  "description": "Public-safe explanation of the opportunity and why it matters.",
                  "type": "string"
                },
                "trustRiskLevel": {
                  "description": "Estimated risk level for the workflow or recommendation.",
                  "enum": [
                    "low",
                    "medium",
                    "high"
                  ],
                  "type": "string"
                }
              },
              "required": [
                "name",
                "summary",
                "priority",
                "businessValueScore",
                "implementationReadinessScore",
                "trustRiskLevel",
                "recommendedFirstVersion",
                "requiredHumanControl"
              ],
              "type": "object"
            },
            "type": "array"
          },
          "recommendedFirstOpportunity": {
            "description": "Best first opportunity to consider based on value, readiness, and risk.",
            "type": "string"
          },
          "warnings": {
            "description": "Warnings about high-risk, premature, or unsafe automation patterns.",
            "items": {
              "type": "string"
            },
            "type": "array"
          }
        },
        "required": [
          "opportunities",
          "warnings",
          "missingInformation",
          "confidence"
        ],
        "type": "object"
      }
    },
    {
      "description": "Creates a structured public-safe markdown and JSON intake packet with business context, findings, risks, recommended workflow, missing information, and confidence.",
      "inputSchema": {
        "$schema": "http://json-schema.org/draft-07/schema#",
        "properties": {
          "aiIdea": {
            "description": "AI or automation idea the user is considering.",
            "type": "string"
          },
          "bottleneckSummary": {
            "additionalProperties": {},
            "description": "Structured bottleneck findings from a prior tool result.",
            "propertyNames": {
              "type": "string"
            },
            "type": "object"
          },
          "businessContext": {
            "additionalProperties": {},
            "description": "Structured business context from a prior tool result or user notes.",
            "propertyNames": {
              "type": "string"
            },
            "type": "object"
          },
          "businessType": {
            "description": "Type of business, such as ecommerce, SaaS, consulting, agency, local service, or solo business.",
            "type": "string"
          },
          "constraints": {
            "description": "Known constraints such as budget, team capacity, tools, timeline, compliance needs, or data access.",
            "items": {
              "type": "string"
            },
            "type": "array"
          },
          "currentGoal": {
            "description": "Current business goal the user wants the review to support.",
            "type": "string"
          },
          "currentProblem": {
            "description": "Main business or workflow problem the user wants to solve.",
            "type": "string"
          },
          "currentWorkflow": {
            "description": "How the relevant workflow currently works, including manual steps, tools, handoffs, and review points.",
            "type": "string"
          },
          "goal90Days": {
            "description": "Desired business or workflow outcome over the next 90 days.",
            "type": "string"
          },
          "notes": {
            "description": "Any additional context the user wants considered in the review.",
            "type": "string"
          },
          "offer": {
            "description": "Core product, service, package, or outcome the business sells.",
            "type": "string"
          },
          "opportunitySummary": {
            "additionalProperties": {},
            "description": "Structured AI opportunity findings from a prior tool result.",
            "propertyNames": {
              "type": "string"
            },
            "type": "object"
          },
          "preferredNextStep": {
            "description": "Preferred next-step category or support style to include in the packet.",
            "type": "string"
          },
          "recommendedNextStep": {
            "additionalProperties": {},
            "description": "Structured next-step recommendation from a prior tool result.",
            "propertyNames": {
              "type": "string"
            },
            "type": "object"
          },
          "recommendedWorkflow": {
            "additionalProperties": {},
            "description": "Structured first workflow recommendation from a prior tool result.",
            "propertyNames": {
              "type": "string"
            },
            "type": "object"
          },
          "revenueModel": {
            "description": "How the business earns revenue, such as projects, retainers, subscriptions, services, or products.",
            "type": "string"
          },
          "riskConcerns": {
            "description": "Concerns related to customer trust, brand reputation, legal exposure, sensitive data, or quality control.",
            "type": "string"
          },
          "riskSummary": {
            "additionalProperties": {},
            "description": "Structured trust and control risk findings from a prior tool result.",
            "propertyNames": {
              "type": "string"
            },
            "type": "object"
          },
          "targetCustomer": {
            "description": "Primary customer segment or buyer the business serves.",
            "type": "string"
          },
          "teamSize": {
            "description": "Approximate team size and key roles involved in the workflow.",
            "type": "string"
          },
          "touchpointMap": {
            "additionalProperties": {},
            "description": "Structured customer touchpoint map from a prior tool result.",
            "propertyNames": {
              "type": "string"
            },
            "type": "object"
          },
          "userNotes": {
            "description": "Additional notes the user wants included in the intake packet.",
            "type": "string"
          }
        },
        "type": "object"
      },
      "name": "export_intake_packet",
      "outputSchema": {
        "$schema": "http://json-schema.org/draft-07/schema#",
        "additionalProperties": false,
        "properties": {
          "confidence": {
            "description": "Confidence level based on the clarity and completeness of the provided business context.",
            "enum": [
              "low",
              "medium",
              "high"
            ],
            "type": "string"
          },
          "missingInformation": {
            "description": "Information the user should provide before deeper review or implementation.",
            "items": {
              "type": "string"
            },
            "type": "array"
          },
          "packetJson": {
            "additionalProperties": {},
            "description": "Structured intake packet data for handoff or deeper review.",
            "propertyNames": {
              "type": "string"
            },
            "type": "object"
          },
          "packetMarkdown": {
            "description": "Public-safe intake packet formatted as markdown.",
            "type": "string"
          },
          "recommendedPrivateReview": {
            "description": "Public-safe recommendation for the next deeper review category.",
            "type": "string"
          }
        },
        "required": [
          "packetMarkdown",
          "packetJson",
          "missingInformation",
          "recommendedPrivateReview",
          "confidence"
        ],
        "type": "object"
      }
    },
    {
      "description": "Generates a public-safe mini business system review with snapshot, bottlenecks, opportunities, risks, first workflow, next step, missing information, and confidence.",
      "inputSchema": {
        "$schema": "http://json-schema.org/draft-07/schema#",
        "properties": {
          "aiIdea": {
            "description": "AI or automation idea the user is considering.",
            "type": "string"
          },
          "bottlenecks": {
            "description": "Known bottlenecks to include in the mini review.",
            "items": {
              "type": "string"
            },
            "type": "array"
          },
          "businessSnapshot": {
            "description": "Existing business snapshot to include or refine in the mini review.",
            "type": "string"
          },
          "businessType": {
            "description": "Type of business, such as ecommerce, SaaS, consulting, agency, local service, or solo business.",
            "type": "string"
          },
          "confidence": {
            "description": "Optional confidence level to carry into the report.",
            "enum": [
              "low",
              "medium",
              "high"
            ],
            "type": "string"
          },
          "constraints": {
            "description": "Known constraints such as budget, team capacity, tools, timeline, compliance needs, or data access.",
            "items": {
              "type": "string"
            },
            "type": "array"
          },
          "currentGoal": {
            "description": "Current business goal the user wants the review to support.",
            "type": "string"
          },
          "currentProblem": {
            "description": "Main business or workflow problem the user wants to solve.",
            "type": "string"
          },
          "currentWorkflow": {
            "description": "How the relevant workflow currently works, including manual steps, tools, handoffs, and review points.",
            "type": "string"
          },
          "goal90Days": {
            "description": "Desired business or workflow outcome over the next 90 days.",
            "type": "string"
          },
          "nextStep": {
            "description": "Existing next-step recommendation to include or refine.",
            "type": "string"
          },
          "notes": {
            "description": "Any additional context the user wants considered in the review.",
            "type": "string"
          },
          "offer": {
            "description": "Core product, service, package, or outcome the business sells.",
            "type": "string"
          },
          "opportunities": {
            "description": "Known AI opportunities to include in the mini review.",
            "items": {
              "type": "string"
            },
            "type": "array"
          },
          "preferredNextStep": {
            "description": "User preference for self-guided, diagnostic, documentation, build, or review support.",
            "type": "string"
          },
          "recommendedWorkflow": {
            "description": "Existing first workflow recommendation to include or refine.",
            "type": "string"
          },
          "revenueModel": {
            "description": "How the business earns revenue, such as projects, retainers, subscriptions, services, or products.",
            "type": "string"
          },
          "riskConcerns": {
            "description": "Concerns related to customer trust, brand reputation, legal exposure, sensitive data, or quality control.",
            "type": "string"
          },
          "risks": {
            "description": "Known trust, control, customer, or implementation risks to include.",
            "items": {
              "type": "string"
            },
            "type": "array"
          },
          "targetCustomer": {
            "description": "Primary customer segment or buyer the business serves.",
            "type": "string"
          },
          "teamSize": {
            "description": "Approximate team size and key roles involved in the workflow.",
            "type": "string"
          }
        },
        "type": "object"
      },
      "name": "generate_mini_report",
      "outputSchema": {
        "$schema": "http://json-schema.org/draft-07/schema#",
        "additionalProperties": false,
        "properties": {
          "confidence": {
            "description": "Confidence level based on the clarity and completeness of the provided business context.",
            "enum": [
              "low",
              "medium",
              "high"
            ],
            "type": "string"
          },
          "disclaimer": {
            "description": "Public safety note explaining the limits of the review.",
            "type": "string"
          },
          "missingInformation": {
            "description": "Information the user should provide to improve report confidence.",
            "items": {
              "type": "string"
            },
            "type": "array"
          },
          "recommendedAction": {
            "description": "Most practical next action based on the supplied context.",
            "type": "string"
          },
          "reportMarkdown": {
            "description": "Public-safe mini review formatted as markdown.",
            "type": "string"
          },
          "shortSummary": {
            "description": "Brief summary of the review result.",
            "type": "string"
          }
        },
        "required": [
          "reportMarkdown",
          "shortSummary",
          "recommendedAction",
          "disclaimer",
          "missingInformation",
          "confidence"
        ],
        "type": "object"
      }
    },
    {
      "description": "Identifies likely revenue, operations, customer experience, and trust/control bottlenecks from the supplied business context and returns a public-safe summary.",
      "inputSchema": {
        "$schema": "http://json-schema.org/draft-07/schema#",
        "properties": {
          "aiIdea": {
            "description": "Optional AI or automation idea the user is considering.",
            "type": "string"
          },
          "businessContext": {
            "description": "Short description of the business model, customers, offer, team, and operating context.",
            "type": "string"
          },
          "businessType": {
            "description": "Type of business being reviewed.",
            "type": "string"
          },
          "currentProblem": {
            "description": "Main problem or bottleneck the user suspects.",
            "type": "string"
          },
          "currentWorkflow": {
            "description": "Current workflow steps, handoffs, tools, and review points.",
            "type": "string"
          },
          "customerComplaints": {
            "description": "Known customer complaints, friction points, refunds, or support issues.",
            "type": "string"
          },
          "metrics": {
            "description": "Known metrics such as response time, conversion, close rate, cycle time, churn, cost, or error rate.",
            "type": "string"
          },
          "riskConcerns": {
            "description": "Concerns about customer trust, brand risk, money, privacy, compliance, or quality control.",
            "type": "string"
          },
          "teamPainPoints": {
            "description": "Internal pain points such as repetitive work, slow handoffs, rework, or unclear ownership.",
            "type": "string"
          }
        },
        "type": "object"
      },
      "name": "identify_bottlenecks",
      "outputSchema": {
        "$schema": "http://json-schema.org/draft-07/schema#",
        "additionalProperties": false,
        "properties": {
          "bottleneckSummary": {
            "description": "Concise public-safe summary of the most important bottlenecks.",
            "type": "string"
          },
          "confidence": {
            "description": "Confidence level based on the clarity and completeness of the provided business context.",
            "enum": [
              "low",
              "medium",
              "high"
            ],
            "type": "string"
          },
          "customerExperienceBottlenecks": {
            "description": "Likely issues that create customer friction, unclear expectations, slow responses, or inconsistent service.",
            "items": {
              "type": "string"
            },
            "type": "array"
          },
          "missingInformation": {
            "description": "Information the user should provide to improve diagnostic confidence.",
            "items": {
              "type": "string"
            },
            "type": "array"
          },
          "mostLikelyRootCause": {
            "description": "Most likely underlying cause connecting the visible bottlenecks.",
            "type": "string"
          },
          "operationalBottlenecks": {
            "description": "Likely issues that slow delivery, increase manual work, create rework, or reduce efficiency.",
            "items": {
              "type": "string"
            },
            "type": "array"
          },
          "revenueBottlenecks": {
            "description": "Likely issues that reduce sales, conversion, qualified calls, deal speed, or revenue growth.",
            "items": {
              "type": "string"
            },
            "type": "array"
          },
          "trustControlBottlenecks": {
            "description": "Likely gaps in review rules, approvals, escalation triggers, data boundaries, or quality control.",
            "items": {
              "type": "string"
            },
            "type": "array"
          }
        },
        "required": [
          "revenueBottlenecks",
          "operationalBottlenecks",
          "customerExperienceBottlenecks",
          "trustControlBottlenecks",
          "mostLikelyRootCause",
          "bottleneckSummary",
          "missingInformation",
          "confidence"
        ],
        "type": "object"
      }
    },
    {
      "description": "Maps customer-facing workflow stages, trust-sensitive moments, automation-safe areas, human-critical areas, missing information, and confidence.",
      "inputSchema": {
        "$schema": "http://json-schema.org/draft-07/schema#",
        "properties": {
          "aiIdea": {
            "description": "AI or automation idea that may affect customer touchpoints.",
            "type": "string"
          },
          "businessType": {
            "description": "Type of business being reviewed.",
            "type": "string"
          },
          "currentProblem": {
            "description": "Main customer journey or workflow problem the user wants to solve.",
            "type": "string"
          },
          "currentWorkflow": {
            "description": "Current workflow steps, tools, owners, and handoffs.",
            "type": "string"
          },
          "customerJourney": {
            "description": "Known customer journey stages from first contact through retention.",
            "items": {
              "type": "string"
            },
            "type": "array"
          },
          "deliveryProcess": {
            "description": "How the business delivers the offer or service after onboarding.",
            "type": "string"
          },
          "onboardingProcess": {
            "description": "How new customers are welcomed, scoped, educated, or set up.",
            "type": "string"
          },
          "recoveryProcess": {
            "description": "How complaints, refunds, exceptions, or service recovery are handled.",
            "type": "string"
          },
          "retentionProcess": {
            "description": "How renewals, repeat purchases, referrals, or ongoing customer value are managed.",
            "type": "string"
          },
          "riskConcerns": {
            "description": "Concerns about trust, customer experience, brand reputation, privacy, or quality control.",
            "type": "string"
          },
          "salesProcess": {
            "description": "How leads are qualified, sold, and converted before delivery begins.",
            "type": "string"
          },
          "supportProcess": {
            "description": "How customer questions, issues, tickets, or requests are handled.",
            "type": "string"
          },
          "touchpoints": {
            "description": "Specific customer-facing moments, handoffs, or interactions to review.",
            "items": {
              "type": "string"
            },
            "type": "array"
          }
        },
        "type": "object"
      },
      "name": "map_customer_touchpoints",
      "outputSchema": {
        "$schema": "http://json-schema.org/draft-07/schema#",
        "additionalProperties": false,
        "properties": {
          "automationSafeAreas": {
            "description": "Areas that appear suitable for AI assistance or automation with low risk.",
            "items": {
              "type": "string"
            },
            "type": "array"
          },
          "confidence": {
            "description": "Confidence level based on the clarity and completeness of the provided business context.",
            "enum": [
              "low",
              "medium",
              "high"
            ],
            "type": "string"
          },
          "humanCriticalAreas": {
            "description": "Areas where human review or ownership should remain explicit.",
            "items": {
              "type": "string"
            },
            "type": "array"
          },
          "missingInformation": {
            "description": "Information the user should provide to improve diagnostic confidence.",
            "items": {
              "type": "string"
            },
            "type": "array"
          },
          "touchpoints": {
            "description": "Reviewed customer touchpoints with classification, reason, and suggested control.",
            "items": {
              "additionalProperties": false,
              "properties": {
                "classification": {
                  "description": "Whether this touchpoint appears safe for automation, needs hybrid review, or should remain human-critical.",
                  "enum": [
                    "automation_safe",
                    "hybrid",
                    "human_critical",
                    "unknown"
                  ],
                  "type": "string"
                },
                "description": {
                  "description": "Short explanation of what happens at this touchpoint.",
                  "type": "string"
                },
                "reason": {
                  "description": "Reason for the touchpoint classification.",
                  "type": "string"
                },
                "stage": {
                  "description": "Customer journey stage or workflow touchpoint.",
                  "type": "string"
                },
                "suggestedControl": {
                  "description": "Suggested review, escalation, or quality-control rule for this touchpoint.",
                  "type": "string"
                }
              },
              "required": [
                "stage",
                "description",
                "classification",
                "reason",
                "suggestedControl"
              ],
              "type": "object"
            },
            "type": "array"
          },
          "trustSensitiveMoments": {
            "description": "Moments where customer trust, expectations, or brand perception may be at risk.",
            "items": {
              "type": "string"
            },
            "type": "array"
          }
        },
        "required": [
          "touchpoints",
          "trustSensitiveMoments",
          "automationSafeAreas",
          "humanCriticalAreas",
          "missingInformation",
          "confidence"
        ],
        "type": "object"
      }
    },
    {
      "description": "Recommends the safest narrow AI-human workflow to implement first, including roles, review rules, escalation rules, success metrics, and missing information.",
      "inputSchema": {
        "$schema": "http://json-schema.org/draft-07/schema#",
        "properties": {
          "aiIdea": {
            "description": "AI or automation idea the user is considering.",
            "type": "string"
          },
          "bottlenecks": {
            "description": "Known or suspected bottlenecks the first workflow should address.",
            "items": {
              "type": "string"
            },
            "type": "array"
          },
          "businessType": {
            "description": "Type of business, such as ecommerce, SaaS, consulting, agency, local service, or solo business.",
            "type": "string"
          },
          "constraints": {
            "description": "Known constraints such as budget, team capacity, tools, timeline, compliance needs, or data access.",
            "items": {
              "type": "string"
            },
            "type": "array"
          },
          "currentGoal": {
            "description": "Current business goal the user wants the review to support.",
            "type": "string"
          },
          "currentProblem": {
            "description": "Main business or workflow problem the user wants to solve.",
            "type": "string"
          },
          "currentWorkflow": {
            "description": "How the relevant workflow currently works, including manual steps, tools, handoffs, and review points.",
            "type": "string"
          },
          "goal90Days": {
            "description": "Desired business or workflow outcome over the next 90 days.",
            "type": "string"
          },
          "notes": {
            "description": "Any additional context the user wants considered in the review.",
            "type": "string"
          },
          "offer": {
            "description": "Core product, service, package, or outcome the business sells.",
            "type": "string"
          },
          "opportunities": {
            "description": "AI opportunities already identified or under consideration.",
            "items": {
              "type": "string"
            },
            "type": "array"
          },
          "revenueModel": {
            "description": "How the business earns revenue, such as projects, retainers, subscriptions, services, or products.",
            "type": "string"
          },
          "riskConcerns": {
            "description": "Concerns related to customer trust, brand reputation, legal exposure, sensitive data, or quality control.",
            "type": "string"
          },
          "risks": {
            "description": "Known risks or control concerns that should shape the workflow design.",
            "items": {
              "type": "string"
            },
            "type": "array"
          },
          "targetCustomer": {
            "description": "Primary customer segment or buyer the business serves.",
            "type": "string"
          },
          "teamSize": {
            "description": "Approximate team size and key roles involved in the workflow.",
            "type": "string"
          }
        },
        "type": "object"
      },
      "name": "recommend_first_workflow",
      "outputSchema": {
        "$schema": "http://json-schema.org/draft-07/schema#",
        "additionalProperties": false,
        "properties": {
          "aiRole": {
            "description": "What AI should observe, summarize, draft, classify, or prepare.",
            "type": "string"
          },
          "confidence": {
            "description": "Confidence level based on the clarity and completeness of the provided business context.",
            "enum": [
              "low",
              "medium",
              "high"
            ],
            "type": "string"
          },
          "escalationRule": {
            "description": "Rule for cases that should escalate to a human owner or expert.",
            "type": "string"
          },
          "expectedOutcome": {
            "description": "Expected business outcome if the workflow is piloted successfully.",
            "type": "string"
          },
          "firstImplementationScope": {
            "description": "Smallest practical pilot scope for the first version.",
            "type": "string"
          },
          "humanRole": {
            "description": "What a human should approve, decide, handle, or monitor.",
            "type": "string"
          },
          "missingInformation": {
            "description": "Information the user should provide to improve workflow recommendation confidence.",
            "items": {
              "type": "string"
            },
            "type": "array"
          },
          "recommendedWorkflow": {
            "description": "Narrow AI-human workflow recommended as the safest first implementation.",
            "type": "string"
          },
          "reviewRule": {
            "description": "Rule for when human review is required before output or action.",
            "type": "string"
          },
          "successMetrics": {
            "description": "Practical metrics to evaluate workflow pilot success.",
            "items": {
              "type": "string"
            },
            "type": "array"
          },
          "whyThisWorkflow": {
            "description": "Reason this workflow is a practical first candidate based on value, readiness, and risk.",
            "type": "string"
          },
          "workflowCategory": {
            "description": "Category of workflow, such as sales prep, support triage, QA, reporting, or operations.",
            "type": "string"
          }
        },
        "required": [
          "recommendedWorkflow",
          "workflowCategory",
          "whyThisWorkflow",
          "expectedOutcome",
          "aiRole",
          "humanRole",
          "reviewRule",
          "escalationRule",
          "successMetrics",
          "firstImplementationScope",
          "missingInformation",
          "confidence"
        ],
        "type": "object"
      }
    },
    {
      "description": "Recommends a practical next-step category based on business goal, workflow complexity, implementation readiness, risk level, preferences, and missing information.",
      "inputSchema": {
        "$schema": "http://json-schema.org/draft-07/schema#",
        "properties": {
          "aiIdea": {
            "description": "AI or automation idea the user is considering.",
            "type": "string"
          },
          "businessType": {
            "description": "Type of business, such as ecommerce, SaaS, consulting, agency, local service, or solo business.",
            "type": "string"
          },
          "constraints": {
            "description": "Known constraints such as budget, team capacity, tools, timeline, compliance needs, or data access.",
            "items": {
              "type": "string"
            },
            "type": "array"
          },
          "currentGoal": {
            "description": "Current business goal the user wants the review to support.",
            "type": "string"
          },
          "currentProblem": {
            "description": "Main business or workflow problem the user wants to solve.",
            "type": "string"
          },
          "currentWorkflow": {
            "description": "How the relevant workflow currently works, including manual steps, tools, handoffs, and review points.",
            "type": "string"
          },
          "goal90Days": {
            "description": "Desired business or workflow outcome over the next 90 days.",
            "type": "string"
          },
          "hasExistingAutomation": {
            "description": "Whether the business already has automation or AI workflows in place.",
            "type": "boolean"
          },
          "implementationReadiness": {
            "description": "How ready the business appears for implementation.",
            "enum": [
              "low",
              "medium",
              "high",
              "unknown"
            ],
            "type": "string"
          },
          "notes": {
            "description": "Any additional context the user wants considered in the review.",
            "type": "string"
          },
          "offer": {
            "description": "Core product, service, package, or outcome the business sells.",
            "type": "string"
          },
          "preference": {
            "description": "User's preferred support style.",
            "enum": [
              "self_guided",
              "done_for_you",
              "unsure"
            ],
            "type": "string"
          },
          "problemComplexity": {
            "description": "Estimated complexity of the business or workflow problem.",
            "enum": [
              "low",
              "medium",
              "high",
              "unknown"
            ],
            "type": "string"
          },
          "readiness": {
            "description": "Simplified readiness level if already known.",
            "enum": [
              "low",
              "medium",
              "high"
            ],
            "type": "string"
          },
          "revenueModel": {
            "description": "How the business earns revenue, such as projects, retainers, subscriptions, services, or products.",
            "type": "string"
          },
          "riskConcerns": {
            "description": "Concerns related to customer trust, brand reputation, legal exposure, sensitive data, or quality control.",
            "type": "string"
          },
          "riskLevel": {
            "description": "Estimated risk level or uncertainty for the workflow.",
            "enum": [
              "low",
              "medium",
              "high",
              "unknown"
            ],
            "type": "string"
          },
          "targetCustomer": {
            "description": "Primary customer segment or buyer the business serves.",
            "type": "string"
          },
          "teamSize": {
            "description": "Approximate team size and key roles involved in the workflow.",
            "type": "string"
          },
          "timeline": {
            "description": "Desired timeline for review, documentation, pilot, or implementation.",
            "type": "string"
          },
          "userGoal": {
            "description": "Goal the user wants the next step to support.",
            "type": "string"
          },
          "wantsDoneForYou": {
            "description": "Whether the user prefers implementation support rather than self-guided work.",
            "type": "boolean"
          },
          "wantsSelfGuided": {
            "description": "Whether the user prefers self-guided resources or templates.",
            "type": "boolean"
          }
        },
        "type": "object"
      },
      "name": "recommend_next_step",
      "outputSchema": {
        "$schema": "http://json-schema.org/draft-07/schema#",
        "additionalProperties": false,
        "properties": {
          "alternativePaths": {
            "description": "Other reasonable next-step categories the user could consider.",
            "items": {
              "type": "string"
            },
            "type": "array"
          },
          "confidence": {
            "description": "Confidence level based on the clarity and completeness of the provided business context.",
            "enum": [
              "low",
              "medium",
              "high"
            ],
            "type": "string"
          },
          "missingInformation": {
            "description": "Information the user should provide to improve routing confidence.",
            "items": {
              "type": "string"
            },
            "type": "array"
          },
          "readinessLevel": {
            "description": "Estimated readiness level for the recommended path.",
            "enum": [
              "low",
              "medium",
              "high"
            ],
            "type": "string"
          },
          "reason": {
            "description": "Reason this next-step category fits the supplied context.",
            "type": "string"
          },
          "recommendedPath": {
            "description": "Recommended next-step category.",
            "enum": [
              "self_guided_resource",
              "deeper_diagnostic",
              "implementation_ready_docs",
              "ai_ready_system_build",
              "monthly_review"
            ],
            "type": "string"
          },
          "suggestedAction": {
            "description": "Practical action the user can take next.",
            "type": "string"
          }
        },
        "required": [
          "recommendedPath",
          "reason",
          "readinessLevel",
          "suggestedAction",
          "alternativePaths",
          "missingInformation",
          "confidence"
        ],
        "type": "object"
      }
    }
  ]
}

Verify it yourself

curl -s https://api.teppi.xyz/v1/evidence/sha256:e31e072b1b50d03aeb555584760b97533baa472facc12dcfcaee08398f9a4a7e | sha256sum