Omnara

Create agent config

configs_create

Compiles and saves an immutable agent config (instruction, model, tools, machine_sources, and more) from YAML or JSON and returns it. Sending the same source again returns the existing config, as long as its names still resolve to the same resources.

Input Schema

Name	Required	Description
`orgID`	Yes	Organization ID (org_...).
`source`	Yes	Agent config source as YAML or JSON text, or, with source_format json, as a JSON object.
`projectID`	Yes	Project ID (proj_...).
`source_format`	Yes	Format of source: yaml or json.

Schema Changelog

Changes observed during successful MCP inspections.

Changed2 schema fields changedOct 23, 2026

addedInput schema / $defs / AgentConfigDefinitionGitCredentials / properties / read_only

Added value: +{
+  "description": "Prevents pushing, even if the integration allows it.",
+  "type": "boolean"
+}

addedInput schema / $defs / AgentConfigDefinitionGitCredentials / properties / repository_ids

Added value: +{
+  "description": "GitHub repository IDs the credentials can access. Defaults to every repository the installation can access.",
+  "items": {
+    "minimum": 1,
+    "type": "integer"
+  },
+  "maxItems": 500,
+  "minItems": 1,
+  "type": "array",
+  "uniqueItems": true
+}

Changed3 schema fields changedOct 17, 2026
- addedInput schema / properties / orgID / description
```
Added value: +"Organization ID (org_...)."
```
- addedInput schema / properties / projectID / description
```
Added value: +"Project ID (proj_...)."
```
- addedInput schema / properties / source_format / description
```
Added value: +"Format of source: yaml or json."
```
Changed6 schema fields changedOct 15, 2026
- addedInput schema / $defs / AgentConfigDefinitionModel / properties / context_window_tokens / description
```
Added value: +"Context budget for input and output tokens. Triggers compaction when estimated input exceeds the remaining budget after output and safety reserves. The turn fails if compaction cannot make it fit."
```
- addedInput schema / $defs / AgentConfigDefinitionModel / properties / context_window_tokens / maximum
```
Added value: +2147483647
```
- changedInput schema / $defs / AgentConfigDefinitionModel / properties / context_window_tokens / minimum
```
Previous value: -1New value: +2
```
- addedInput schema / $defs / AgentConfigDefinitionSubagentModel / properties / context_window_tokens / description
```
Added value: +"Context budget for input and output tokens. Triggers compaction when estimated input exceeds the remaining budget after output and safety reserves. The turn fails if compaction cannot make it fit."
```
- addedInput schema / $defs / AgentConfigDefinitionSubagentModel / properties / context_window_tokens / maximum
```
Added value: +2147483647
```
- changedInput schema / $defs / AgentConfigDefinitionSubagentModel / properties / context_window_tokens / minimum
```
Previous value: -1New value: +2
```

Changed6 schema fields changedOct 14, 2026

addedInput schema / $defs

Added value: +{
+  "AgentConfigDefinition": {
+    "additionalProperties": false,
+    "description": "An agent config as a JSON object. This schema is the source of truth for agent configs: the server compiles YAML and JSON configs against it.",
+    "properties": {
+      "event_webhook": {
+        "$ref": "#/$defs/AgentConfigDefinitionEventWebhook"
+      },
+      "git_credentials": {
+        "$ref": "#/$defs/AgentConfigDefinitionGitCredentials"
+      },
+      "instruction": {
+        "minLength": 1,
+        "pattern": "\\S",
+        "type": "string"
+      },
+      "interaction_handlers": {
+        "$ref": "#/$defs/AgentConfigDefinitionInteractionHandlers"
+      },
+      "machine_sources": {
+        "$ref": "#/$defs/AgentConfigDefinitionMachineSources"
+      },
+      "max_depth": {
+        "maximum": 8,
+        "minimum": 1,
+        "type": "integer"
+      },
+      "max_subagents": {
+        "maximum": 2147483647,
+        "minimum": 1,
+        "type": "integer"
+      },
+      "mcp": {
+        "$ref": "#/$defs/AgentConfigDefinitionMCPServers"
+      },
+      "memory_stores": {
+        "$ref": "#/$defs/AgentConfigDefinitionMemoryStores"
+      },
+      "model": {
+        "$ref": "#/$defs/AgentConfigDefinitionModel"
+      },
+      "skills": {
+        "$ref": "#/$defs/AgentConfigDefinitionSkills"
+      },
+      "subagents": {
+        "$ref": "#/$defs/AgentConfigDefinitionSubagents"
+      },
+      "tools": {
+        "$ref": "#/$defs/AgentConfigDefinitionTools"
+      },
+      "version": {
+        "enum": [
+          "v1"
+        ]
+      }
+    },
+    "required": [
+      "instruction",
+      "model"
+    ],
+    "type": "object",
+    "x-go-type": "json.RawMessage"
+  },
+  "AgentConfigDefinitionEventWebhook": {
+    "additionalProperties": false,
+    "properties": {
+      "events": {
+        "items": {
+          "enum": [
+            "agent_input",
+            "model_output",
+            "tool_result",
+            "context_checkpoint",
+            "tool_call_update"
+          ]
+        },
+        "minItems": 1,
+        "type": "array",
+        "uniqueItems": true
+      },
+      "signing_secret_id": {
+        "minLength": 1,
+        "type": "string"
+      },
+      "url": {
+        "minLength": 1,
+        "type": "string"
+      }
+    },
+    "required": [
+      "url",
+      "events"
+    ],
+    "type": "object",
+    "x-go-type": "json.RawMessage"
+  },
+  "AgentConfigDefinitionGitCredentials": {
+    "additionalProperties": false,
+    "description": "Integration whose git credentials the agent's machines use.",
+    "properties": {
+      "integration": {
+        "pattern": "^[a-zA-Z][a-zA-Z0-9-]{0,31}$",
+        "type": "string"
+      }
+    },
+    "required": [
+      "integration"
+    ],
+    "type": "object",
+    "x-go-type": "json.RawMessage"
+  },
+  "AgentConfigDefinitionInteractionHandler": {
+    "additionalProperties": false,
+    "description": "Enables an integration's interaction handler. Takes no settings.",
+    "type": "object",
+    "x-go-type": "agentconfig.AgentConfigIntegrationCapabilitySource",
+    "x-go-type-import": {
+      "path": "github.com/omnara-ai/omnara/internal/agentconfig"
+    }
+  },
+  "AgentConfigDefinitionInteractionHandlers": {
+    "anyOf": [
+      {
+        "additionalProperties": {
+          "$ref": "#/$defs/AgentConfigDefinitionInteractionHandler"
+        },
+        "propertyNames": {
+          "pattern": "^[a-zA-Z][a-zA-Z0-9-]{0,31}$",
+          "type": "string"
+        },
+        "type": "object"
+      },
+      {
+        "type": "null"
+      }
+    ],
+    "description": "Interaction handlers keyed by integration name.",
+    "x-go-type": "json.RawMessage"
+  },
+  "AgentConfigDefinitionMCPAuth": {
+    "additionalProperties": false,
+    "properties": {
+      "region": {
+        "minLength": 1,
+        "type": "string"
+      },
+      "secret_id": {
+        "minLength": 1,
+        "pattern": "^sec_[a-z2-7]{26}$",
+        "type": "string"
+      },
+      "service": {
+        "minLength": 1,
+        "type": "string"
+      },
+      "type": {
+        "enum": [
+          "bearer",
+          "oauth",
+          "sigv4"
+        ]
+      }
+    },
+    "required": [
+      "type",
+      "secret_id"
+    ],
+    "type": "object",
+    "x-go-type": "json.RawMessage"
+  },
+  "AgentConfigDefinitionMCPServer": {
+    "additionalProperties": false,
+    "properties": {
+      "auth": {
+        "$ref": "#/$defs/AgentConfigDefinitionMCPAuth"
+      },
+      "default_enabled": {
+        "anyOf": [
+          {
+            "type": "boolean"
+          },
+          {
+            "type": "null"
+          }
+        ]
+      },
+      "deferred": {
+        "type": "boolean"
+      },
+      "permission": {
+        "$ref": "#/$defs/AgentConfigDefinitionToolPermission"
+      },
+      "tools": {
+        "additionalProperties": {
+          "$ref": "#/$defs/AgentConfigDefinitionMCPTool"
+        },
+        "propertyNames": {
+          "pattern": "^[a-zA-Z][a-zA-Z0-9_-]{0,63}$",
+          "type": "string"
+        },
+        "type": "object"
+      },
+      "url": {
+        "minLength": 1,
+        "type": "string"
+      }
+    },
+    "required": [
+      "url"
+    ],
+    "type": "object",
+    "x-go-type": "json.RawMessage"
+  },
+  "AgentConfigDefinitionMCPServers": {
+    "anyOf": [
+      {
+        "additionalProperties": {
+          "$ref": "#/$defs/AgentConfigDefinitionMCPServer"
+        },
+        "propertyNames": {
+          "pattern": "^[a-zA-Z][a-zA-Z0-9-]{0,31}$",
+          "type": "string"
+        },
+        "type": "object"
+      },
+      {
+        "type": "null"
+      }
+    ],
+    "x-go-type": "json.RawMessage"
+  },
+  "AgentConfigDefinitionMCPTool": {
+    "additionalProperties": false,
+    "properties": {
+      "deferred": {
+        "anyOf": [
+          {
+            "type": "boolean"
+          },
+          {
+            "type": "null"
+          }
+        ]
+      },
+      "enabled": {
+        "anyOf": [
+          {
+            "type": "boolean"
+          },
+          {
+            "type": "null"
+          }
+        ]
+      },
+      "permission": {
+        "$ref": "#/$defs/AgentConfigDefinitionToolPermission"
+      }
+    },
+    "type": "object",
+    "x-go-type": "json.RawMessage"
+  },
+  "AgentConfigDefinitionMachineSource": {
+    "additionalProperties": false,
+    "oneOf": [
+      {
+        "required": [
+          "machine_name"
+        ],
+        "type": "object"
+      },
+      {
+        "required": [
+          "machine_pool_name"
+        ],
+        "type": "object"
+      }
+    ],
+    "properties": {
+      "cwd": {
+        "maxLength": 4096,
+        "type": "string"
+      },
+      "delete_after_idle_minutes": {
+        "anyOf": [
+          {
+            "const": 0
+          },
+          {
+            "maximum": 2147483647,
+            "minimum": 5,
+            "type": "integer"
+          }
+        ]
+      },
+      "description": {
+        "maxLength": 4096,
+        "type": "string"
+      },
+      "env_overlay": {
+        "anyOf": [
+          {
+            "additionalProperties": {
+              "anyOf": [
+                {
+                  "type": "string"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "propertyNames": {
+              "$ref": "#/$defs/EnvironmentVariableName"
+            },
+            "type": "object"
+          },
+          {
+            "type": "null"
+          }
+        ]
+      },
+      "initial_num_machines": {
+        "minimum": 0,
+        "type": "integer"
+      },
+      "machine_cpu": {
+        "maximum": 2147483647,
+        "minimum": 1,
+        "type": "integer"
+      },
+      "machine_memory_mb": {
+        "maximum": 2147483647,
+        "minimum": 1,
+        "type": "integer"
+      },
+      "machine_name": {
+        "$ref": "#/$defs/ResourceNameReference"
+      },
+      "machine_pool_name": {
+        "$ref": "#/$defs/ResourceNameReference"
+      },
+      "machine_provider_options_overlay": {
+        "anyOf": [
+          {
+            "type": "object"
+          },
+          {
+            "type": "null"
+          }
+        ]
+      },
+      "max_machines": {
+        "minimum": 0,
+        "type": "integer"
+      },
+      "secret_env_overlay": {
+        "anyOf": [
+          {
+            "additionalProperties": {
+              "anyOf": [
+                {
+                  "pattern": "^sec_[a-z2-7]{26}$",
+                  "type": "string"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "propertyNames": {
+              "$ref": "#/$defs/EnvironmentVariableName"
+            },
+            "type": "object"
+          },
+          {
+            "type": "null"
+          }
+        ]
+      }
+    },
+    "type": "object",
+    "x-go-type": "json.RawMessage"
+  },
+  "AgentConfigDefinitionMachineSources": {
+    "anyOf": [
+      {
+        "items": {
+          "$ref": "#/$defs/AgentConfigDefinitionMachineSource"
+        },
+        "type": "array"
+      },
+      {
+        "type": "null"
+      }
+    ],
+    "x-go-type": "json.RawMessage"
+  },
+  "AgentConfigDefinitionMemoryStore": {
+    "additionalProperties": false,
+    "properties": {
+      "access": {
+        "enum": [
+          "read",
+          "read_write"
+        ],
+        "type": "string"
+      },
+      "name": {
+        "$ref": "#/$defs/MemoryStoreName"
+      }
+    },
+    "required": [
+      "name",
+      "access"
+    ],
+    "type": "object",
+    "x-go-type": "json.RawMessage"
+  },
+  "AgentConfigDefinitionMemoryStores": {
+    "anyOf": [
+      {
+        "items": {
+          "$ref": "#/$defs/AgentConfigDefinitionMemoryStore"
+        },
+        "type": "array"
+      },
+      {
+        "type": "null"
+      }
+    ],
+    "x-go-type": "json.RawMessage"
+  },
+  "AgentConfigDefinitionModel": {
+    "additionalProperties": false,
+    "properties": {
+      "cache_retention": {
+        "enum": [
+          "none",
+          "short",
+          "long"
+        ]
+      },
+      "context_window_tokens": {
+        "minimum": 1,
+        "type": "integer"
+      },
+      "default_max_output_tokens": {
+        "minimum": 1,
+        "type": "integer"
+      },
+      "name": {
+        "$ref": "#/$defs/ResourceNameReference"
+      },
+      "provider_config": {
+        "$ref": "#/$defs/ResourceNameReference"
+      },
+      "reasoning": {
+        "additionalProperties": false,
+        "properties": {
+          "effort": {
+            "minLength": 1,
+            "pattern": "\\S",
+            "type": "string"
+          }
+        },
+        "required": [
+          "effort"
+        ],
+        "type": "object"
+      }
+    },
+    "required": [
+      "provider_config",
+      "name"
+    ],
+    "type": "object",
+    "x-go-type": "json.RawMessage"
+  },
+  "AgentConfigDefinitionSkills": {
+    "anyOf": [
+      {
+        "items": {
+          "pattern": "^skl_[a-z2-7]{26}$",
+          "type": "string"
+        },
+        "type": "array",
+        "uniqueItems": true
+      },
+      {
+        "type": "null"
+      }
+    ],
+    "x-go-type": "json.RawMessage"
+  },
+  "AgentConfigDefinitionSubagent": {
+    "additionalProperties": false,
+    "else": {
+      "not": {
+        "required": [
+          "profile"
+        ],
+        "type": "object"
+      }
+    },
+    "if": {
+      "properties": {
+        "type": {
+          "const": "profile"
+        }
+      },
+      "required": [
+        "type"
+      ],
+      "type": "object"
+    },
+    "properties": {
+      "archive_after_idle_minutes": {
+        "maximum": 2147483647,
+        "minimum": 1,
+        "type": "integer"
+      },
+      "description": {
+        "type": "string"
+      },
+      "instruction": {
+        "$ref": "#/$defs/AgentConfigDefinitionSubagentInstruction"
+      },
+      "max_instances": {
+        "maximum": 2147483647,
+        "minimum": 1,
+        "type": "integer"
+      },
+      "model": {
+        "$ref": "#/$defs/AgentConfigDefinitionSubagentModel"
+      },
+      "profile": {
+        "$ref": "#/$defs/ResourceNameReference"
+      },
+      "type": {
+        "enum": [
+          "profile",
+          "self"
+        ]
+      }
+    },
+    "required": [
+      "type"
+    ],
+    "then": {
+      "required": [
+        "profile"
+      ]
+    },
+    "type": "object",
+    "x-go-type": "json.RawMessage"
+  },
+  "AgentConfigDefinitionSubagentInstruction": {
+    "additionalProperties": false,
+    "properties": {
+      "append": {
+        "type": "string"
+      }
+    },
+    "type": "object",
+    "x-go-type": "json.RawMessage"
+  },
+  "AgentConfigDefinitionSubagentModel": {
+    "additionalProperties": false,
+    "dependentRequired": {
+      "name": [
+        "provider_config"
+      ],
+      "provider_config": [
+        "name"
+      ]
+    },
+    "properties": {
+      "cache_retention": {
+        "enum": [
+          "none",
+          "short",
+          "long"
+        ]
+      },
+      "context_window_tokens": {
+        "minimum": 1,
+        "type": "integer"
+      },
+      "default_max_output_tokens": {
+        "minimum": 1,
+        "type": "integer"
+      },
+      "name": {
+        "$ref": "#/$defs/ResourceNameReference"
+      },
+      "provider_config": {
+        "$ref": "#/$defs/ResourceNameReference"
+      },
+      "reasoning": {
+        "additionalProperties": false,
+        "properties": {
+          "effort": {
+            "minLength": 1,
+            "pattern": "\\S",
+            "type": "string"
+          }
+        },
+        "required": [
+          "effort"
+        ],
+        "type": "object"
+      }
+    },
+    "type": "object",
+    "x-go-type": "json.RawMessage"
+  },
+  "AgentConfigDefinitionSubagents": {
+    "anyOf": [
+      {
+        "additionalProperties": {
+          "$ref": "#/$defs/AgentConfigDefinitionSubagent"
+        },
+        "propertyNames": {
+          "pattern": "^[A-Za-z_][A-Za-z0-9_]{0,63}$",
+          "type": "string"
+        },
+        "type": "object"
+      },
+      {
+        "type": "null"
+      }
+    ],
+    "x-go-type": "json.RawMessage"
+  },
+  "AgentConfigDefinitionTool": {
+    "additionalProperties": false,
+    "else": {
+      "not": {
+        "anyOf": [
+          {
+            "required": [
+              "description"
+            ],
+            "type": "object"
+          },
+          {
+            "required": [
+              "input_schema"
+            ],
+            "type": "object"
+          }
+        ]
+      }
+    },
+    "if": {
+      "properties": {
+        "type": {
+          "const": "custom"
+        }
+      },
+      "required": [
+        "type"
+      ],
+      "type": "object"
+    },
+    "properties": {
+      "deferred": {
+        "type": "boolean"
+      },
+      "description": {
+        "minLength": 1,
+        "type": "string"
+      },
+      "enabled": {
+        "anyOf": [
+          {
+            "type": "boolean"
+          },
+          {
+            "type": "null"
+          }
+        ]
+      },
+      "input_schema": {
+        "$ref": "#/$defs/AgentConfigDefinitionToolInputSchema"
+      },
+      "permission": {
+        "$ref": "#/$defs/AgentConfigDefinitionToolPermission"
+      },
+      "type": {
+        "enum": [
+          "built_in",
+          "custom"
+        ]
+      }
+    },
+    "then": {
+      "required": [
+        "description",
+        "input_schema"
+      ]
+    },
+    "type": "object",
+    "x-go-type": "agentconfig.AgentConfigToolSource",
+    "x-go-type-import": {
+      "path": "github.com/omnara-ai/omnara/internal/agentconfig"
+    }
+  },
+  "AgentConfigDefinitionToolInputSchema": {
+    "additionalProperties": true,
+    "description": "A JSON Schema for the tool's input. Keywords beyond those listed, such as additionalProperties or description, are allowed.",
+    "properties": {
+      "properties": {
+        "additionalProperties": {
+          "type": "object"
+        },
+        "type": "object"
+      },
+      "required": {
+        "items": {
+          "minLength": 1,
+          "type": "string"
+        },
+        "type": "array"
+      },
+      "type": {
+        "const": "object"
+      }
+    },
+    "required": [
+      "type"
+    ],
+    "type": "object",
+    "x-go-type": "json.RawMessage"
+  },
+  "AgentConfigDefinitionToolPermission": {
+    "additionalProperties": false,
+    "properties": {
+      "mode": {
+        "minLength": 1,
+        "pattern": "\\S",
+        "type": "string"
+      },
+      "parameters": {
+        "type": "object"
+      }
+    },
+    "required": [
+      "mode"
+    ],
+    "type": "object",
+    "x-go-type": "json.RawMessage"
+  },
+  "AgentConfigDefinitionTools": {
+    "anyOf": [
+      {
+        "additionalProperties": {
+          "$ref": "#/$defs/AgentConfigDefinitionTool"
+        },
+        "propertyNames": {
+          "allOf": [
+            {
+              "anyOf": [
+                {
+                  "pattern": "^[A-Za-z_][A-Za-z0-9_]{0,63}$",
+                  "type": "string"
+                },
+                {
+                  "maxLength": 64,
+                  "pattern": "^int__[a-zA-Z][a-zA-Z0-9-]{0,31}__[a-zA-Z][a-zA-Z0-9_-]*$",
+                  "type": "string"
+                }
+              ]
+            },
+            {
+              "not": {
+                "pattern": "^mcp__",
+                "type": "string"
+              }
+            }
+          ]
+        },
+        "type": "object"
+      },
+      {
+        "type": "null"
+      }
+    ],
+    "x-go-type": "json.RawMessage"
+  },
+  "EnvironmentVariableName": {
+    "minLength": 1,
+    "pattern": "^[^=\\x00]+$",
+    "type": "string"
+  },
+  "MemoryStoreName": {
+    "description": "Machine-readable memory store identifier consisting of lowercase ASCII segments separated by single hyphens.",
+    "maxLength": 64,
+    "minLength": 1,
+    "pattern": "^[a-z0-9]+(?:-[a-z0-9]+)*$",
+    "type": "string"
+  },
+  "ResourceNameReference": {
+    "description": "Name of an existing resource, resolved when the config is compiled.",
+    "maxLength": 64,
+    "minLength": 1,
+    "pattern": "^\\S(?:.*\\S)?$",
+    "type": "string"
+  }
+}

addedInput schema / properties / source / anyOf

Added value: +[
+  {
+    "minLength": 1,
+    "type": "string"
+  },
+  {
+    "$ref": "#/$defs/AgentConfigDefinition"
+  }
+]

addedInput schema / properties / source / description

Added value: +"Agent config source as YAML or JSON text, or, with source_format json, as a JSON object."

removedInput schema / properties / source / minLength
```
Removed value: -1
```
removedInput schema / properties / source / type
```
Removed value: -"string"
```
addedInput schema / properties / source / x-go-type
```
Added value: +"json.RawMessage"
```

First observedOct 13, 2026

TDQS

A3.8/5.0

Behavior4/5

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

Annotations already declare readOnly=false, destructive=false, openWorld=false, so the safety profile is covered; the description adds real value by disclosing that configs are immutable, that the source is compiled/validated, and that re-sending identical source returns the existing config. One nuance: this get-or-create behavior sits in tension with idempotentHint=false, though the 'as long as its names still resolve' caveat partly reconciles it.

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

Conciseness5/5

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

Two sentences with no filler; the core action and the dedup caveat are both front-loaded and every clause carries information an agent can act on.

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

Completeness4/5

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

For a 4-parameter create tool with a large nested schema but no output schema, the description covers the essentials: what gets created, immutability, compilation, and repeat-call semantics. It says only 'returns it' about the response and never mentions failure behavior on compile/validation errors, which is the main remaining gap.

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

Parameters3/5

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

Schema description coverage is 100% and every parameter carries its own description (orgID, projectID, source, source_format), so the schema does the heavy lifting. The description's mention of YAML/JSON and listed config fields only echoes what the schema already documents.

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

Purpose4/5

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

States a specific verb pair (compiles and saves), the resource (an immutable agent config), the source formats (YAML or JSON), and the major content areas (instruction, model, tools, machine_sources). It does not explicitly differentiate itself from the sibling configs_get or explain the relation to agents_launch, so it falls short of a 5.

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

Usage Guidelines3/5

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

No explicit 'use this when' guidance or named alternatives among the many siblings (configs_get, agents_launch, profiles_create). The one usage-relevant statement is the re-submission/dedup rule, which is implied context rather than 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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