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StewAI

by com.stewai
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Update a StewAI Recipe Build

update_recipe_build
Idempotent

Apply bounded optimistic changes to an owned private recipe build. After an uncertain response, inspect the build and replay the identical request with the same idempotency key; a new key duplicates the work. Use only the exact op names and payload keys in inputSchema: set_metadata takes metadata, upsert_schema takes schema_id and schema, and acceptance uses set_acceptance_cases with suite. Never invent set_schema or set_acceptance_suite. If an op appears unknown, read get_recipe_build view='authoring_schema', schema_name='update_recipe_build'; read schema_name='acceptance_suite' for the complete suite shape and every assertion operator with its required, allowed and forbidden fields. Do not guess them. Use set_contracts to replace the declared executable input and output contracts; this changes the revision and invalidates qualification. For a supervised acceptance handoff, use bind_resource only to approve an exact selector already frozen in the draft, then resume_activity or cancel_activity with the returned opaque handoff and activity references. Each handoff control operation must be the only op in its request. An acceptance suite is {version:1,cases:[{case_id,label,kind,fixtures,assertions}]}. Each fixture is {target,content_type,value}. A minimal assertion is {assertion_id:'result_exists',type:'scalar',operator:'exists',path:'/result'}. JSON Pointer paths start with '/'. A metamorphic case also requires pair_with naming another case. Use a paired assertion such as {assertion_id:'stable',type:'paired',operator:'fields_unchanged',path:'',pair_case_id:'base',fields:['/summary']}; pair_case_id is not valid on a scalar assertion. Client transport recommendation, not a server limit: keep serialized tool arguments below 32 KiB including JSON escaping and the request envelope. For larger spec, suite, or research content use begin_chunk, ordered append_chunk (seq starts at 0), then commit_chunk. Keep each complete append request below 12 KiB; split text further after measuring escaped JSON bytes. Hash the exact assembled UTF-8 text with SHA-256. Begin/append do not change the revision; commit changes it once. After an uncertain response, inspect the build and replay the identical request with the same idempotency key; do not create duplicate work with a new key.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
opsYes
revisionYes
build_refYes
idempotency_keyYes

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changed
    • changedOutput schema / oneOf
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-]New value: +[
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+          "expires_at",
+          "action_url",
+          "resume"
+        ],
+        "type": "object"
+      },
+      "normalization_diff": {
+        "items": {
+          "additionalProperties": false,
+          "properties": {
+            "changed": {
+              "type": "boolean"
+            },
+            "op": {
+              "maxLength": 64,
+              "type": "string"
+            }
+          },
+          "required": [
+            "op",
+            "changed"
+          ],
+          "type": "object"
+        },
+        "maxItems": 25,
+        "type": "array"
+      },
+      "outcome": {
+        "enum": [
+          "resource_bound",
+          "activity_resumed",
+          "activity_cancelled"
+        ]
+      },
+      "qualification_invalidated": {
+        "type": "boolean"
+      },
+      "revision": {
+        "maxLength": 64,
+        "pattern": "^[0-9a-f]{64}$",
+        "type": "string"
+      },
+      "truncation": {
+        "additionalProperties": false,
+        "properties": {
+          "applied": {
+            "const": true
+          },
+          "omitted_items": {
+            "minimum": 0,
+            "type": "integer"
+          },
+          "original_result_bytes": {
+            "minimum": 1,
+            "type": "integer"
+          },
+          "reason": {
+            "const": "response_size_limit"
+          },
+          "truncated_values": {
+            "minimum": 0,
+            "type": "integer"
+          }
+        },
+        "required": [
+          "applied",
+          "reason",
+          "omitted_items",
+          "truncated_values",
+          "original_result_bytes"
+        ],
+        "type": "object"
+      }
+    },
+    "required": [
+      "revision",
+      "normalization_diff",
+      "findings",
+      "qualification_invalidated",
+      "budget_superseded"
+    ],
+    "type": "object"
+  },
+  {
+    "additionalProperties": false,
+    "properties": {
+      "case_id": {
+        "maxLength": 64,
+        "minLength": 1,
+        "type": "string"
+      },
+      "error": {
+        "enum": [
+          "not_found",
+          "invalid_reference",
+          "invalid_params",
+          "revision_conflict",
+          "idempotency_conflict",
+          "document_too_large",
+          "payload_too_large",
+          "chunk_sequence_invalid",
+          "chunk_digest_mismatch",
+          "chunk_expired",
+          "invalid_cursor",
+          "suite_duplicate_case_id",
+          "suite_unresolved_pair",
+          "suite_schema_invalid",
+          "suite_missing_categories",
+          "suite_weak_normal_oracle",
+          "suite_too_large",
+          "unknown_case_id",
+          "duplicate_case_id",
+          "incomplete_case_selection",
+          "unsupported_node_kind",
+          "research_required",
+          "review_required",
+          "acceptance_required",
+          "qualification_stale",
+          "budget_not_approved",
+          "budget_exhausted",
+          "budget_superseded",
+          "budget_capability_consumed",
+          "budget_capability_expired",
+          "acceptance_case_cost_exceeded",
+          "authoring_budget_exceeded",
+          "authoring_grant_not_active",
+          "insufficient_credits",
+          "billing_anomaly",
+          "activity_stalled",
+          "activity_in_flight",
+          "handoff_approval_required",
+          "handoff_expired",
+          "handoff_not_pending",
+          "handoff_stale",
+          "handoff_disclosure_incomplete",
+          "feature_unavailable",
+          "resource_unavailable",
+          "resource_binding_required",
+          "resource_requirement_not_found",
+          "activity_not_cancellable",
+          "quota_exceeded",
+          "rate_limited",
+          "already_published",
+          "safety_locked",
+          "build_terminal",
+          "commit_capability_expired",
+          "account_unavailable",
+          "limit_unavailable"
+        ]
+      },
+      "estimated_credits": {
+        "maxLength": 64,
+        "pattern": "^(?:0|[1-9][0-9]*)(?:\\.[0-9]+)?$",
+        "type": "string"
+      },
+      "field": {
+        "maxLength": 64,
+        "type": "string"
+      },
+      "hint": {
+        "maxLength": 240,
+        "type": "string"
+      },
+      "issue": {
+        "additionalProperties": false,
+        "properties": {
+          "code": {
+            "maxLength": 64,
+            "type": "string"
+          },
+          "field": {
+            "maxLength": 64,
+            "type": "string"
+          },
+          "operator": {
+            "maxLength": 64,
+            "type": "string"
+          },
+          "path": {
+            "maxLength": 512,
+            "type": "string"
+          },
+          "type": {
+            "maxLength": 64,
+            "type": "string"
+          }
+        },
+        "required": [
+          "code",
+          "path"
+        ],
+        "type": "object"
+      },
+      "limit_credits": {
+        "maxLength": 64,
+        "pattern": "^(?:0|[1-9][0-9]*)(?:\\.[0-9]+)?$",
+        "type": "string"
+      },
+      "missing_categories": {
+        "items": {
+          "maxLength": 64,
+          "type": "string"
+        },
+        "maxItems": 10,
+        "type": "array",
+        "uniqueItems": true
+      },
+      "repair_hint": {
+        "maxLength": 500,
+        "type": "string"
+      },
+      "retry_after_seconds": {
+        "maximum": 86400,
+        "minimum": 1,
+        "type": "integer"
+      },
+      "review_cost": {
+        "additionalProperties": false,
+        "properties": {
+          "basis": {
+            "const": "utf8_byte_upper_bound"
+          },
+          "estimated_credits": {
+            "maxLength": 64,
+            "pattern": "^(?:0|[1-9][0-9]*)(?:\\.[0-9]+)?$",
+            "type": "string"
+          },
+          "input_token_bound": {
+            "minimum": 0,
+            "type": "integer"
+          },
+          "limit_credits": {
+            "maxLength": 64,
+            "pattern": "^(?:0|[1-9][0-9]*)(?:\\.[0-9]+)?$",
+            "type": "string"
+          },
+          "model": {
+            "maxLength": 200,
+            "type": "string"
+          },
+          "output_token_cap": {
+            "minimum": 0,
+            "type": "integer"
+          },
+          "prompt_bytes": {
+            "minimum": 0,
+            "type": "integer"
+          },
+          "provider": {
+            "maxLength": 200,
+            "type": "string"
+          },
+          "section_bytes": {
+            "additionalProperties": false,
+            "properties": {
+              "acceptance_suite": {
+                "minimum": 0,
+                "type": "integer"
+              },
+              "input_contract": {
+                "minimum": 0,
+                "type": "integer"
+              },
+              "intent": {
+                "minimum": 0,
+                "type": "integer"
+              },
+              "output_contract": {
+                "minimum": 0,
+                "type": "integer"
+              },
+              "research_evidence": {
+                "minimum": 0,
+                "type": "integer"
+              },
+              "spec": {
+                "minimum": 0,
+                "type": "integer"
+              }
+            },
+            "required": [],
+            "type": "object"
+          }
+        },
+        "required": [
+          "estimated_credits",
+          "limit_credits",
+          "provider",
+          "model",
+          "basis",
+          "input_token_bound",
+          "output_token_cap",
+          "prompt_bytes",
+          "section_bytes"
+        ],
+        "type": "object"
+      },
+      "truncation": {
+        "additionalProperties": false,
+        "properties": {
+          "applied": {
+            "const": true
+          },
+          "omitted_items": {
+            "minimum": 0,
+            "type": "integer"
+          },
+          "original_result_bytes": {
+            "minimum": 1,
+            "type": "integer"
+          },
+          "reason": {
+            "const": "response_size_limit"
+          },
+          "truncated_values": {
+            "minimum": 0,
+            "type": "integer"
+          }
+        },
+        "required": [
+          "applied",
+          "reason",
+          "omitted_items",
+          "truncated_values",
+          "original_result_bytes"
+        ],
+        "type": "object"
+      }
+    },
+    "required": [
+      "error"
+    ],
+    "type": "object"
+  }
+]
  2. Changed1 schema field changed
    • changedOutput schema / oneOf
      Previous value: -[
-  {
-    "additionalProperties": false,
-    "properties": {
-      "activity_ref": {
-        "maxLength": 4096,
-        "minLength": 1,
-        "type": "string"
-      },
-      "activity_state": {
-        "enum": [
-          "queued",
-          "running",
-          "blocked",
-          "done",
-          "failed",
-          "cancelled"
-        ]
-      },
-      "budget_superseded": {
-        "type": "boolean"
-      },
-      "findings": {
-        "maxItems": 0,
-        "type": "array"
-      },
-      "handoff": {
-        "additionalProperties": false,
-        "properties": {
-          "action_url": {
-            "maxLength": 2048,
-            "minLength": 1,
-            "type": "string"
-          },
-          "activity_ref": {
-            "maxLength": 4096,
-            "minLength": 1,
-            "type": "string"
-          },
-          "effect_digest": {
-            "maxLength": 64,
-            "pattern": "^[0-9a-f]{64}$",
-            "type": "string"
-          },
-          "effects": {
-            "items": {
-              "additionalProperties": false,
-              "properties": {
-                "details": {
-                  "additionalProperties": false,
-                  "properties": {
-                    "additional_text": {},
-                    "body_template": {},
-                    "child_recipe_ulid": {},
-                    "child_revision_sha": {},
-                    "destination_mode": {},
-                    "duration": {},
-                    "external_conflict_mode": {},
-                    "external_target_ulid": {},
-                    "filename": {},
-                    "folder_name": {},
-                    "folder_ulid": {},
-                    "format": {},
-                    "html_only": {},
-                    "input_mapping": {},
-                    "local_conflict_mode": {},
-                    "max_chunks": {},
-                    "name": {},
-                    "nested_effects": {},
-                    "options": {},
-                    "outcome_description": {},
-                    "outcome_max_iterations": {},
-                    "outcome_rubric": {},
-                    "output_conflict_mode": {},
-                    "params": {},
-                    "pin_revision": {},
-                    "preamble_enabled": {},
-                    "prompt": {},
-                    "query": {},
-                    "score_threshold": {},
-                    "source": {},
-                    "sources": {},
-                    "subject": {},
-                    "system_message": {},
-                    "title": {},
-                    "to": {},
-                    "tool_groups": {},
-                    "top_k": {},
-                    "visibility": {}
-                  },
-                  "required": [],
-                  "type": "object"
-                },
-                "execution_count": {
-                  "minimum": 0,
-                  "type": "integer"
-                },
-                "node_id": {
-                  "maxLength": 128,
-                  "type": "string"
-                },
-                "node_type": {
-                  "maxLength": 64,
-                  "type": "string"
-                }
-              },
-              "required": [
-                "node_id",
-                "node_type",
-                "execution_count",
-                "details"
-              ],
-              "type": "object"
-            },
-            "maxItems": 100,
-            "type": "array"
-          },
-          "expires_at": {
-            "format": "date-time",
-            "maxLength": 64,
-            "type": "string"
-          },
-          "handoff_ref": {
-            "maxLength": 4096,
-            "minLength": 1,
-            "type": "string"
-          },
-          "reason": {
-            "maxLength": 500,
-            "type": "string"
-          },
-          "required_decisions": {
-            "items": {
-              "maxLength": 128,
-              "type": "string"
-            },
-            "maxItems": 100,
-            "type": "array",
-            "uniqueItems": true
-          },
-          "resources": {
-            "items": {
-              "additionalProperties": false,
-              "properties": {
-                "binding_status": {
-                  "enum": [
-                    "required",
-                    "bound"
-                  ]
-                },
-                "node_id": {
-                  "maxLength": 128,
-                  "type": "string"
-                },
-                "node_path": {
-                  "items": {
-                    "type": [
-                      "string",
-                      "integer"
-                    ]
-                  },
-                  "maxItems": 32,
-                  "type": "array"
-                },
-                "node_type": {
-                  "maxLength": 64,
-                  "type": "string"
-                },
-                "parameter_digest": {
-                  "maxLength": 64,
-                  "pattern": "^[0-9a-f]{64}$",
-                  "type": "string"
-                },
-                "qualification_route": {
-                  "enum": [
-                    "conditional",
-                    "supervised"
-                  ]
-                },
-                "reason": {
-                  "maxLength": 128,
-                  "type": "string"
-                },
-                "required_decision": {
-                  "maxLength": 128,
-                  "type": "string"
-                },
-                "requirement_id": {
-                  "pattern": "^[0-9a-f]{32}$",
-                  "type": "string"
-                },
-                "resource_paths": {
-                  "items": {
-                    "maxLength": 256,
-                    "type": "string"
-                  },
-                  "maxItems": 8,
-                  "type": "array"
-                }
-              },
-              "required": [
-                "requirement_id",
-                "node_id",
-                "node_type",
-                "node_path",
-                "qualification_route",
-                "reason",
-                "required_decision",
-                "resource_paths",
-                "parameter_digest",
-                "binding_status"
-              ],
-              "type": "object"
-            },
-            "maxItems": 100,
-            "type": "array"
-          },
-          "resume": {
-            "additionalProperties": false,
-            "properties": {
-              "operation": {
-                "const": "resume_activity"
-              },
-              "tool": {
-                "const": "update_recipe_build"
-              }
-            },
-            "required": [
-              "tool",
-              "operation"
-            ],
-            "type": "object"
-          },
-          "revision": {
-            "maxLength": 64,
-            "pattern": "^[0-9a-f]{64}$",
-            "type": "string"
-          },
-          "status": {
-            "enum": [
-              "pending",
-              "approved",
-              "cancelled",
-              "expired",
-              "consumed"
-            ]
-          }
-        },
-        "required": [
-          "handoff_ref",
-          "activity_ref",
-          "revision",
-          "status",
-          "effect_digest",
-          "reason",
-          "required_decisions",
-          "effects",
-          "expires_at",
-          "action_url",
-          "resume"
-        ],
-        "type": "object"
-      },
-      "normalization_diff": {
-        "items": {
-          "additionalProperties": false,
-          "properties": {
-            "changed": {
-              "type": "boolean"
-            },
-            "op": {
-              "maxLength": 64,
-              "type": "string"
-            }
-          },
-          "required": [
-            "op",
-            "changed"
-          ],
-          "type": "object"
-        },
-        "maxItems": 25,
-        "type": "array"
-      },
-      "outcome": {
-        "enum": [
-          "resource_bound",
-          "activity_resumed",
-          "activity_cancelled"
-        ]
-      },
-      "qualification_invalidated": {
-        "type": "boolean"
-      },
-      "revision": {
-        "maxLength": 64,
-        "pattern": "^[0-9a-f]{64}$",
-        "type": "string"
-      },
-      "truncation": {
-        "additionalProperties": false,
-        "properties": {
-          "applied": {
-            "const": true
-          },
-          "omitted_items": {
-            "minimum": 0,
-            "type": "integer"
-          },
-          "original_result_bytes": {
-            "minimum": 1,
-            "type": "integer"
-          },
-          "reason": {
-            "const": "response_size_limit"
-          },
-          "truncated_values": {
-            "minimum": 0,
-            "type": "integer"
-          }
-        },
-        "required": [
-          "applied",
-          "reason",
-          "omitted_items",
-          "truncated_values",
-          "original_result_bytes"
-        ],
-        "type": "object"
-      }
-    },
-    "required": [
-      "revision",
-      "normalization_diff",
-      "findings",
-      "qualification_invalidated",
-      "budget_superseded"
-    ],
-    "type": "object"
-  },
-  {
-    "additionalProperties": false,
-    "properties": {
-      "case_id": {
-        "maxLength": 64,
-        "minLength": 1,
-        "type": "string"
-      },
-      "error": {
-        "enum": [
-          "not_found",
-          "invalid_reference",
-          "invalid_params",
-          "revision_conflict",
-          "idempotency_conflict",
-          "document_too_large",
-          "payload_too_large",
-          "chunk_sequence_invalid",
-          "chunk_digest_mismatch",
-          "chunk_expired",
-          "suite_duplicate_case_id",
-          "suite_unresolved_pair",
-          "suite_schema_invalid",
-          "suite_missing_categories",
-          "suite_weak_normal_oracle",
-          "suite_too_large",
-          "unknown_case_id",
-          "duplicate_case_id",
-          "incomplete_case_selection",
-          "unsupported_node_kind",
-          "research_required",
-          "review_required",
-          "acceptance_required",
-          "qualification_stale",
-          "budget_not_approved",
-          "budget_exhausted",
-          "budget_superseded",
-          "budget_capability_consumed",
-          "budget_capability_expired",
-          "acceptance_case_cost_exceeded",
-          "authoring_budget_exceeded",
-          "authoring_grant_not_active",
-          "insufficient_credits",
-          "billing_anomaly",
-          "activity_stalled",
-          "activity_in_flight",
-          "handoff_approval_required",
-          "handoff_expired",
-          "handoff_not_pending",
-          "handoff_stale",
-          "feature_unavailable",
-          "resource_unavailable",
-          "resource_binding_required",
-          "resource_requirement_not_found",
-          "activity_not_cancellable",
-          "quota_exceeded",
-          "rate_limited",
-          "already_published",
-          "safety_locked",
-          "build_terminal",
-          "commit_capability_expired",
-          "account_unavailable",
-          "limit_unavailable"
-        ]
-      },
-      "estimated_credits": {
-        "maxLength": 64,
-        "pattern": "^(?:0|[1-9][0-9]*)(?:\\.[0-9]+)?$",
-        "type": "string"
-      },
-      "field": {
-        "maxLength": 64,
-        "type": "string"
-      },
-      "hint": {
-        "maxLength": 240,
-        "type": "string"
-      },
-      "issue": {
-        "additionalProperties": false,
-        "properties": {
-          "code": {
-            "maxLength": 64,
-            "type": "string"
-          },
-          "field": {
-            "maxLength": 64,
-            "type": "string"
-          },
-          "operator": {
-            "maxLength": 64,
-            "type": "string"
-          },
-          "path": {
-            "maxLength": 512,
-            "type": "string"
-          },
-          "type": {
-            "maxLength": 64,
-            "type": "string"
-          }
-        },
-        "required": [
-          "code",
-          "path"
-        ],
-        "type": "object"
-      },
-      "limit_credits": {
-        "maxLength": 64,
-        "pattern": "^(?:0|[1-9][0-9]*)(?:\\.[0-9]+)?$",
-        "type": "string"
-      },
-      "missing_categories": {
-        "items": {
-          "maxLength": 64,
-          "type": "string"
-        },
-        "maxItems": 10,
-        "type": "array",
-        "uniqueItems": true
-      },
-      "repair_hint": {
-        "maxLength": 500,
-        "type": "string"
-      },
-      "retry_after_seconds": {
-        "maximum": 86400,
-        "minimum": 1,
-        "type": "integer"
-      },
-      "review_cost": {
-        "additionalProperties": false,
-        "properties": {
-          "basis": {
-            "const": "utf8_byte_upper_bound"
-          },
-          "estimated_credits": {
-            "maxLength": 64,
-            "pattern": "^(?:0|[1-9][0-9]*)(?:\\.[0-9]+)?$",
-            "type": "string"
-          },
-          "input_token_bound": {
-            "minimum": 0,
-            "type": "integer"
-          },
-          "limit_credits": {
-            "maxLength": 64,
-            "pattern": "^(?:0|[1-9][0-9]*)(?:\\.[0-9]+)?$",
-            "type": "string"
-          },
-          "model": {
-            "maxLength": 200,
-            "type": "string"
-          },
-          "output_token_cap": {
-            "minimum": 0,
-            "type": "integer"
-          },
-          "prompt_bytes": {
-            "minimum": 0,
-            "type": "integer"
-          },
-          "provider": {
-            "maxLength": 200,
-            "type": "string"
-          },
-          "section_bytes": {
-            "additionalProperties": false,
-            "properties": {
-              "acceptance_suite": {
-                "minimum": 0,
-                "type": "integer"
-              },
-              "input_contract": {
-                "minimum": 0,
-                "type": "integer"
-              },
-              "intent": {
-                "minimum": 0,
-                "type": "integer"
-              },
-              "output_contract": {
-                "minimum": 0,
-                "type": "integer"
-              },
-              "research_evidence": {
-                "minimum": 0,
-                "type": "integer"
-              },
-              "spec": {
-                "minimum": 0,
-                "type": "integer"
-              }
-            },
-            "required": [],
-            "type": "object"
-          }
-        },
-        "required": [
-          "estimated_credits",
-          "limit_credits",
-          "provider",
-          "model",
-          "basis",
-          "input_token_bound",
-          "output_token_cap",
-          "prompt_bytes",
-          "section_bytes"
-        ],
-        "type": "object"
-      },
-      "truncation": {
-        "additionalProperties": false,
-        "properties": {
-          "applied": {
-            "const": true
-          },
-          "omitted_items": {
-            "minimum": 0,
-            "type": "integer"
-          },
-          "original_result_bytes": {
-            "minimum": 1,
-            "type": "integer"
-          },
-          "reason": {
-            "const": "response_size_limit"
-          },
-          "truncated_values": {
-            "minimum": 0,
-            "type": "integer"
-          }
-        },
-        "required": [
-          "applied",
-          "reason",
-          "omitted_items",
-          "truncated_values",
-          "original_result_bytes"
-        ],
-        "type": "object"
-      }
-    },
-    "required": [
-      "error"
-    ],
-    "type": "object"
-  }
-]New value: +[
+  {
+    "additionalProperties": false,
+    "properties": {
+      "activity_ref": {
+        "maxLength": 4096,
+        "minLength": 1,
+        "type": "string"
+      },
+      "activity_state": {
+        "enum": [
+          "queued",
+          "running",
+          "blocked",
+          "done",
+          "failed",
+          "cancelled"
+        ]
+      },
+      "budget_superseded": {
+        "type": "boolean"
+      },
+      "findings": {
+        "maxItems": 0,
+        "type": "array"
+      },
+      "handoff": {
+        "additionalProperties": false,
+        "properties": {
+          "action_url": {
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+            "minLength": 1,
+            "type": "string"
+          },
+          "activity_ref": {
+            "maxLength": 4096,
+            "minLength": 1,
+            "type": "string"
+          },
+          "effect_digest": {
+            "maxLength": 64,
+            "pattern": "^[0-9a-f]{64}$",
+            "type": "string"
+          },
+          "effects": {
+            "items": {
+              "additionalProperties": false,
+              "properties": {
+                "details": {
+                  "additionalProperties": false,
+                  "properties": {
+                    "additional_text": {},
+                    "body_template": {},
+                    "child_recipe_ulid": {},
+                    "child_revision_sha": {},
+                    "destination_mode": {},
+                    "duration": {},
+                    "external_conflict_mode": {},
+                    "external_target_ulid": {},
+                    "filename": {},
+                    "folder_name": {},
+                    "folder_ulid": {},
+                    "format": {},
+                    "html_only": {},
+                    "input_mapping": {},
+                    "local_conflict_mode": {},
+                    "max_chunks": {},
+                    "name": {},
+                    "nested_effects": {},
+                    "options": {},
+                    "outcome_description": {},
+                    "outcome_max_iterations": {},
+                    "outcome_rubric": {},
+                    "output_conflict_mode": {},
+                    "params": {},
+                    "pin_revision": {},
+                    "preamble_enabled": {},
+                    "prompt": {},
+                    "query": {},
+                    "score_threshold": {},
+                    "source": {},
+                    "sources": {},
+                    "subject": {},
+                    "system_message": {},
+                    "title": {},
+                    "to": {},
+                    "tool_groups": {},
+                    "top_k": {},
+                    "visibility": {}
+                  },
+                  "required": [],
+                  "type": "object"
+                },
+                "execution_count": {
+                  "minimum": 0,
+                  "type": "integer"
+                },
+                "node_id": {
+                  "maxLength": 128,
+                  "type": "string"
+                },
+                "node_type": {
+                  "maxLength": 64,
+                  "type": "string"
+                }
+              },
+              "required": [
+                "node_id",
+                "node_type",
+                "execution_count",
+                "details"
+              ],
+              "type": "object"
+            },
+            "maxItems": 100,
+            "type": "array"
+          },
+          "expires_at": {
+            "format": "date-time",
+            "maxLength": 64,
+            "type": "string"
+          },
+          "handoff_ref": {
+            "maxLength": 4096,
+            "minLength": 1,
+            "type": "string"
+          },
+          "reason": {
+            "maxLength": 500,
+            "type": "string"
+          },
+          "required_decisions": {
+            "items": {
+              "maxLength": 128,
+              "type": "string"
+            },
+            "maxItems": 100,
+            "type": "array",
+            "uniqueItems": true
+          },
+          "resources": {
+            "items": {
+              "additionalProperties": false,
+              "properties": {
+                "binding_status": {
+                  "enum": [
+                    "required",
+                    "bound"
+                  ]
+                },
+                "node_id": {
+                  "maxLength": 128,
+                  "type": "string"
+                },
+                "node_path": {
+                  "items": {
+                    "type": [
+                      "string",
+                      "integer"
+                    ]
+                  },
+                  "maxItems": 32,
+                  "type": "array"
+                },
+                "node_type": {
+                  "maxLength": 64,
+                  "type": "string"
+                },
+                "parameter_digest": {
+                  "maxLength": 64,
+                  "pattern": "^[0-9a-f]{64}$",
+                  "type": "string"
+                },
+                "qualification_route": {
+                  "enum": [
+                    "conditional",
+                    "supervised"
+                  ]
+                },
+                "reason": {
+                  "maxLength": 128,
+                  "type": "string"
+                },
+                "required_decision": {
+                  "maxLength": 128,
+                  "type": "string"
+                },
+                "requirement_id": {
+                  "pattern": "^[0-9a-f]{32}$",
+                  "type": "string"
+                },
+                "resource_paths": {
+                  "items": {
+                    "maxLength": 256,
+                    "type": "string"
+                  },
+                  "maxItems": 8,
+                  "type": "array"
+                }
+              },
+              "required": [
+                "requirement_id",
+                "node_id",
+                "node_type",
+                "node_path",
+                "qualification_route",
+                "reason",
+                "required_decision",
+                "resource_paths",
+                "parameter_digest",
+                "binding_status"
+              ],
+              "type": "object"
+            },
+            "maxItems": 100,
+            "type": "array"
+          },
+          "resume": {
+            "additionalProperties": false,
+            "properties": {
+              "operation": {
+                "const": "resume_activity"
+              },
+              "tool": {
+                "const": "update_recipe_build"
+              }
+            },
+            "required": [
+              "tool",
+              "operation"
+            ],
+            "type": "object"
+          },
+          "revision": {
+            "maxLength": 64,
+            "pattern": "^[0-9a-f]{64}$",
+            "type": "string"
+          },
+          "status": {
+            "enum": [
+              "pending",
+              "approved",
+              "cancelled",
+              "expired",
+              "consumed"
+            ]
+          }
+        },
+        "required": [
+          "handoff_ref",
+          "activity_ref",
+          "revision",
+          "status",
+          "effect_digest",
+          "reason",
+          "required_decisions",
+          "effects",
+          "expires_at",
+          "action_url",
+          "resume"
+        ],
+        "type": "object"
+      },
+      "normalization_diff": {
+        "items": {
+          "additionalProperties": false,
+          "properties": {
+            "changed": {
+              "type": "boolean"
+            },
+            "op": {
+              "maxLength": 64,
+              "type": "string"
+            }
+          },
+          "required": [
+            "op",
+            "changed"
+          ],
+          "type": "object"
+        },
+        "maxItems": 25,
+        "type": "array"
+      },
+      "outcome": {
+        "enum": [
+          "resource_bound",
+          "activity_resumed",
+          "activity_cancelled"
+        ]
+      },
+      "qualification_invalidated": {
+        "type": "boolean"
+      },
+      "revision": {
+        "maxLength": 64,
+        "pattern": "^[0-9a-f]{64}$",
+        "type": "string"
+      },
+      "truncation": {
+        "additionalProperties": false,
+        "properties": {
+          "applied": {
+            "const": true
+          },
+          "omitted_items": {
+            "minimum": 0,
+            "type": "integer"
+          },
+          "original_result_bytes": {
+            "minimum": 1,
+            "type": "integer"
+          },
+          "reason": {
+            "const": "response_size_limit"
+          },
+          "truncated_values": {
+            "minimum": 0,
+            "type": "integer"
+          }
+        },
+        "required": [
+          "applied",
+          "reason",
+          "omitted_items",
+          "truncated_values",
+          "original_result_bytes"
+        ],
+        "type": "object"
+      }
+    },
+    "required": [
+      "revision",
+      "normalization_diff",
+      "findings",
+      "qualification_invalidated",
+      "budget_superseded"
+    ],
+    "type": "object"
+  },
+  {
+    "additionalProperties": false,
+    "properties": {
+      "case_id": {
+        "maxLength": 64,
+        "minLength": 1,
+        "type": "string"
+      },
+      "error": {
+        "enum": [
+          "not_found",
+          "invalid_reference",
+          "invalid_params",
+          "revision_conflict",
+          "idempotency_conflict",
+          "document_too_large",
+          "payload_too_large",
+          "chunk_sequence_invalid",
+          "chunk_digest_mismatch",
+          "chunk_expired",
+          "invalid_cursor",
+          "suite_duplicate_case_id",
+          "suite_unresolved_pair",
+          "suite_schema_invalid",
+          "suite_missing_categories",
+          "suite_weak_normal_oracle",
+          "suite_too_large",
+          "unknown_case_id",
+          "duplicate_case_id",
+          "incomplete_case_selection",
+          "unsupported_node_kind",
+          "research_required",
+          "review_required",
+          "acceptance_required",
+          "qualification_stale",
+          "budget_not_approved",
+          "budget_exhausted",
+          "budget_superseded",
+          "budget_capability_consumed",
+          "budget_capability_expired",
+          "acceptance_case_cost_exceeded",
+          "authoring_budget_exceeded",
+          "authoring_grant_not_active",
+          "insufficient_credits",
+          "billing_anomaly",
+          "activity_stalled",
+          "activity_in_flight",
+          "handoff_approval_required",
+          "handoff_expired",
+          "handoff_not_pending",
+          "handoff_stale",
+          "handoff_disclosure_incomplete",
+          "feature_unavailable",
+          "resource_unavailable",
+          "resource_binding_required",
+          "resource_requirement_not_found",
+          "activity_not_cancellable",
+          "quota_exceeded",
+          "rate_limited",
+          "already_published",
+          "safety_locked",
+          "build_terminal",
+          "commit_capability_expired",
+          "account_unavailable",
+          "limit_unavailable"
+        ]
+      },
+      "estimated_credits": {
+        "maxLength": 64,
+        "pattern": "^(?:0|[1-9][0-9]*)(?:\\.[0-9]+)?$",
+        "type": "string"
+      },
+      "field": {
+        "maxLength": 64,
+        "type": "string"
+      },
+      "hint": {
+        "maxLength": 240,
+        "type": "string"
+      },
+      "issue": {
+        "additionalProperties": false,
+        "properties": {
+          "code": {
+            "maxLength": 64,
+            "type": "string"
+          },
+          "field": {
+            "maxLength": 64,
+            "type": "string"
+          },
+          "operator": {
+            "maxLength": 64,
+            "type": "string"
+          },
+          "path": {
+            "maxLength": 512,
+            "type": "string"
+          },
+          "type": {
+            "maxLength": 64,
+            "type": "string"
+          }
+        },
+        "required": [
+          "code",
+          "path"
+        ],
+        "type": "object"
+      },
+      "limit_credits": {
+        "maxLength": 64,
+        "pattern": "^(?:0|[1-9][0-9]*)(?:\\.[0-9]+)?$",
+        "type": "string"
+      },
+      "missing_categories": {
+        "items": {
+          "maxLength": 64,
+          "type": "string"
+        },
+        "maxItems": 10,
+        "type": "array",
+        "uniqueItems": true
+      },
+      "repair_hint": {
+        "maxLength": 500,
+        "type": "string"
+      },
+      "retry_after_seconds": {
+        "maximum": 86400,
+        "minimum": 1,
+        "type": "integer"
+      },
+      "review_cost": {
+        "additionalProperties": false,
+        "properties": {
+          "basis": {
+            "const": "utf8_byte_upper_bound"
+          },
+          "estimated_credits": {
+            "maxLength": 64,
+            "pattern": "^(?:0|[1-9][0-9]*)(?:\\.[0-9]+)?$",
+            "type": "string"
+          },
+          "input_token_bound": {
+            "minimum": 0,
+            "type": "integer"
+          },
+          "limit_credits": {
+            "maxLength": 64,
+            "pattern": "^(?:0|[1-9][0-9]*)(?:\\.[0-9]+)?$",
+            "type": "string"
+          },
+          "model": {
+            "maxLength": 200,
+            "type": "string"
+          },
+          "output_token_cap": {
+            "minimum": 0,
+            "type": "integer"
+          },
+          "prompt_bytes": {
+            "minimum": 0,
+            "type": "integer"
+          },
+          "provider": {
+            "maxLength": 200,
+            "type": "string"
+          },
+          "section_bytes": {
+            "additionalProperties": false,
+            "properties": {
+              "acceptance_suite": {
+                "minimum": 0,
+                "type": "integer"
+              },
+              "input_contract": {
+                "minimum": 0,
+                "type": "integer"
+              },
+              "intent": {
+                "minimum": 0,
+                "type": "integer"
+              },
+              "output_contract": {
+                "minimum": 0,
+                "type": "integer"
+              },
+              "research_evidence": {
+                "minimum": 0,
+                "type": "integer"
+              },
+              "spec": {
+                "minimum": 0,
+                "type": "integer"
+              }
+            },
+            "required": [],
+            "type": "object"
+          }
+        },
+        "required": [
+          "estimated_credits",
+          "limit_credits",
+          "provider",
+          "model",
+          "basis",
+          "input_token_bound",
+          "output_token_cap",
+          "prompt_bytes",
+          "section_bytes"
+        ],
+        "type": "object"
+      },
+      "truncation": {
+        "additionalProperties": false,
+        "properties": {
+          "applied": {
+            "const": true
+          },
+          "omitted_items": {
+            "minimum": 0,
+            "type": "integer"
+          },
+          "original_result_bytes": {
+            "minimum": 1,
+            "type": "integer"
+          },
+          "reason": {
+            "const": "response_size_limit"
+          },
+          "truncated_values": {
+            "minimum": 0,
+            "type": "integer"
+          }
+        },
+        "required": [
+          "applied",
+          "reason",
+          "omitted_items",
+          "truncated_values",
+          "original_result_bytes"
+        ],
+        "type": "object"
+      }
+    },
+    "required": [
+      "error"
+    ],
+    "type": "object"
+  }
+]
  3. First observed

TDQS

A4.8/5.0
Behavior5/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations declare readOnlyHint=false, idempotentHint=true, destructiveHint=false. The description adds substantial behavioral context beyond those: it explains that set_contracts 'changes the revision and invalidates qualification,' that begin/append do not change the revision but commit changes it once, and that each handoff control operation must be the only op in its request. It also warns against inventing op names and tells the agent to read schemas rather than guess. This is exactly the kind of behavioral disclosure that annotations alone cannot provide.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is long, but every sentence earns its place given the tool's complexity: 20+ op variants, a nested acceptance suite schema, idempotency semantics, and chunking protocol. It front-loads the core purpose and idempotency warning, then moves through op-specific guidance, acceptance suite shape, and transport limits. It is dense but not padded. It loses one point because the idempotency replay sentence appears twice (once at the start and once at the end), which is redundant.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a tool with 4 required params, a 20-variant ops array, and an output schema, the description covers the critical operational knowledge: idempotency, revision semantics, op name constraints, acceptance suite structure, chunking limits, and handoff control. The output schema exists, so return values need not be described. The only thing an agent might still need is the full assertion operator list, but the description explicitly tells the agent where to read it (get_recipe_build with view='authoring_schema'), which is the correct move rather than duplicating the schema.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 0%, so the description must compensate. It does: it names the exact op names and payload keys (set_metadata takes metadata, upsert_schema takes schema_id and schema, acceptance uses set_acceptance_cases with suite), gives a concrete minimal assertion example, and explains the suite/fixture/assertion shapes. It also explains the idempotency_key semantics and the chunking parameters (seq starts at 0, sha256 of exact UTF-8 text). It doesn't enumerate every assertion operator, but it explicitly routes the agent to get_recipe_build for the complete shape, which is a reasonable division of labor.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description opens with a specific verb and resource: 'Apply bounded optimistic changes to an owned private recipe build.' It clearly distinguishes this from siblings like get_recipe_build (read-only) and commit_recipe_build (finalization) by framing it as a mutation tool for incremental updates. The title 'Update a StewAI Recipe Build' reinforces the resource and action.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description gives explicit when-to-use guidance: 'After an uncertain response, inspect the build and replay the identical request with the same idempotency key; a new key duplicates the work.' It also names alternatives indirectly by pointing to get_recipe_build for reading the authoring schema and acceptance suite shape. It tells the agent when to use chunking ops vs direct ops, and when to use bind_resource/resume_activity/cancel_activity for supervised handoffs. This is rich, actionable routing guidance.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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