get_model
Read-only
Read model metadata, license labels and file-plan links by artifact id.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| id | Yes | ||
| quant | No |
Output Schema
| Name | Required | Description | Default |
|---|---|---|---|
| status | No | ||
| machineFit | No | ||
| commercialUse | No |
Hugging Bay
Schema Changelog
Changes observed during successful MCP inspections.
Changed32 schema fields changed
- removed
Input schema / additionalPropertiesRemoved value: -false - removed
Input schema / properties / id / maxLengthRemoved value: -240 - removed
Input schema / properties / id / minLengthRemoved value: -1 - removed
Input schema / properties / quant / maxLengthRemoved value: -40 - removed
Input schema / properties / quant / minLengthRemoved value: -1 - removed
Input schema / properties / quant / patternRemoved value: -"^[A-Za-z0-9][A-Za-z0-9_+-]{0,39}$" - removed
Output schema / additionalPropertiesRemoved value: -false - removed
Output schema / properties / appPathRemoved value: -{ - "type": "string" -} - removed
Output schema / properties / downloadableRemoved value: -{ - "type": [ - "boolean", - "null" - ] -} - removed
Output schema / properties / formatsRemoved value: -{ - "items": { - "type": "string" - }, - "type": "array" -} - removed
Output schema / properties / hostedRemoved value: -{ - "type": [ - "boolean", - "null" - ] -} - removed
Output schema / properties / idRemoved value: -{ - "type": "string" -} - removed
Output schema / properties / lastCheckedRemoved value: -{ - "type": "string" -} - removed
Output schema / properties / lastKnownAnswerRemoved value: -{ - "type": [ - "string", - "null" - ] -} - removed
Output schema / properties / licenseLabelRemoved value: -{ - "type": "string" -} - removed
Output schema / properties / mainFileRemoved value: -{ - "anyOf": [ - { - "additionalProperties": false, - "properties": { - "downloadUrl": { - "type": [ - "string", - "null" - ] - }, - "path": { - "type": "string" - }, - "proofReceipt": { - "additionalProperties": false, - "properties": { - "artifactId": { - "type": "string" - }, - "checks": { - "additionalProperties": false, - "properties": { - "bytes": { - "additionalProperties": false, - "properties": { - "checkedAt": { - "type": [ - "string", - "null" - ] - }, - "status": { - "enum": [ - "recorded", - "not-recorded" - ] - } - }, - "required": [ - "status", - "checkedAt" - ], - "type": "object" - }, - "run": { - "additionalProperties": false, - "properties": { - "checkedAt": { - "type": [ - "string", - "null" - ] - }, - "device": { - "type": [ - "string", - "null" - ] - }, - "runtime": { - "type": [ - "string", - "null" - ] - }, - "status": { - "enum": [ - "recorded", - "not-recorded" - ] - } - }, - "required": [ - "status", - "checkedAt", - "device", - "runtime" - ], - "type": "object" - }, - "safety": { - "additionalProperties": false, - "properties": { - "verdict": { - "const": "unknown" - } - }, - "required": [ - "verdict" - ], - "type": "object" - } - }, - "required": [ - "bytes", - "run", - "safety" - ], - "type": "object" - }, - "doesNotProve": { - "items": { - "type": "string" - }, - "type": "array" - }, - "evidenceDate": { - "type": [ - "string", - "null" - ] - }, - "file": { - "additionalProperties": false, - "properties": { - "path": { - "type": "string" - }, - "sha256": { - "pattern": "^[a-f0-9]{64}$", - "type": "string" - }, - "sizeBytes": { - "minimum": 1, - "type": [ - "integer", - "null" - ] - } - }, - "required": [ - "path", - "sha256", - "sizeBytes" - ], - "type": "object" - }, - "license": { - "type": "string" - }, - "proves": { - "items": { - "type": "string" - }, - "type": "array" - }, - "receiptUrl": { - "format": "uri", - "type": "string" - }, - "schemaVersion": { - "const": "hugging-bay.proof-receipt.v1" - }, - "sentence": { - "const": "This receipt records checks for this exact file; it does not prove safety or that it will run on your device." - } - }, - "required": [ - "schemaVersion", - "artifactId", - "file", - "license", - "evidenceDate", - "checks", - "proves", - "doesNotProve", - "sentence", - "receiptUrl" - ], - "type": "object" - }, - "runKit": { - "additionalProperties": true, - "type": "object" - }, - "sha256": { - "type": [ - "string", - "null" - ] - }, - "sizeBytes": { - "type": [ - "number", - "null" - ] - } - }, - "required": [ - "path", - "sizeBytes", - "sha256", - "downloadUrl" - ], - "type": "object" - }, - { - "type": "null" - } - ] -} - removed
Output schema / properties / nameRemoved value: -{ - "type": "string" -} - removed
Output schema / properties / noteRemoved value: -{ - "properties": { - "summary": { - "type": "string" - } - }, - "required": [ - "summary" - ], - "type": "object" -} - removed
Output schema / properties / proofReceiptRemoved value: -{ - "additionalProperties": false, - "properties": { - "artifactId": { - "type": "string" - }, - "checks": { - "additionalProperties": false, - "properties": { - "bytes": { - "additionalProperties": false, - "properties": { - "checkedAt": { - "type": [ - "string", - "null" - ] - }, - "status": { - "enum": [ - "recorded", - "not-recorded" - ] - } - }, - "required": [ - "status", - "checkedAt" - ], - "type": "object" - }, - "run": { - "additionalProperties": false, - "properties": { - "checkedAt": { - "type": [ - "string", - "null" - ] - }, - "device": { - "type": [ - "string", - "null" - ] - }, - "runtime": { - "type": [ - "string", - "null" - ] - }, - "status": { - "enum": [ - "recorded", - "not-recorded" - ] - } - }, - "required": [ - "status", - "checkedAt", - "device", - "runtime" - ], - "type": "object" - }, - "safety": { - "additionalProperties": false, - "properties": { - "verdict": { - "const": "unknown" - } - }, - "required": [ - "verdict" - ], - "type": "object" - } - }, - "required": [ - "bytes", - "run", - "safety" - ], - "type": "object" - }, - "doesNotProve": { - "items": { - "type": "string" - }, - "type": "array" - }, - "evidenceDate": { - "type": [ - "string", - "null" - ] - }, - "file": { - "additionalProperties": false, - "properties": { - "path": { - "type": "string" - }, - "sha256": { - "pattern": "^[a-f0-9]{64}$", - "type": "string" - }, - "sizeBytes": { - "minimum": 1, - "type": [ - "integer", - "null" - ] - } - }, - "required": [ - "path", - "sha256", - "sizeBytes" - ], - "type": "object" - }, - "license": { - "type": "string" - }, - "proves": { - "items": { - "type": "string" - }, - "type": "array" - }, - "receiptUrl": { - "format": "uri", - "type": "string" - }, - "schemaVersion": { - "const": "hugging-bay.proof-receipt.v1" - }, - "sentence": { - "const": "This receipt records checks for this exact file; it does not prove safety or that it will run on your device." - } - }, - "required": [ - "schemaVersion", - "artifactId", - "file", - "license", - "evidenceDate", - "checks", - "proves", - "doesNotProve", - "sentence", - "receiptUrl" - ], - "type": "object" -} - removed
Output schema / properties / ramNeededGbRemoved value: -{ - "type": [ - "number", - "null" - ] -} - removed
Output schema / properties / readinessCheckedAtRemoved value: -{ - "type": [ - "string", - "null" - ] -} - removed
Output schema / properties / requestedQuantRemoved value: -{ - "type": [ - "string", - "null" - ] -} - removed
Output schema / properties / requestedQuantHostedRemoved value: -{ - "type": [ - "boolean", - "null" - ] -} - removed
Output schema / properties / runKitRemoved value: -{ - "additionalProperties": true, - "type": "object" -} - removed
Output schema / properties / runTestedRemoved value: -{ - "type": "boolean" -} - removed
Output schema / properties / sizeBytesRemoved value: -{ - "type": [ - "number", - "null" - ] -} - removed
Output schema / properties / taskRemoved value: -{ - "type": "string" -} - removed
Output schema / properties / teachRemoved value: -{ - "additionalProperties": true, - "properties": { - "backends": { - "items": { - "enum": [ - "mlx", - "peft" - ], - "type": "string" - }, - "type": "array" - }, - "eligible": { - "type": "boolean" - }, - "family": { - "type": [ - "string", - "null" - ] - }, - "licenseConditions": { - "type": [ - "string", - "null" - ] - }, - "memoryNeededGb": { - "type": [ - "object", - "null" - ] - }, - "reason": { - "type": [ - "string", - "null" - ] - }, - "sizes": { - "type": [ - "object", - "null" - ] - } - }, - "required": [ - "eligible", - "reason" - ], - "type": "object" -} - removed
Output schema / properties / thumbnailRemoved value: -{ - "type": [ - "string", - "null" - ] -} - removed
Output schema / properties / typeRemoved value: -{ - "type": "string" -} - removed
Output schema / properties / urlRemoved value: -{ - "type": "string" -} - removed
Output schema / requiredRemoved value: -[ - "id", - "name", - "url", - "appPath", - "licenseLabel", - "downloadable", - "status", - "lastKnownAnswer", - "type", - "task", - "formats", - "sizeBytes", - "hosted", - "thumbnail", - "mainFile", - "ramNeededGb" -]
Changed3 schema fields changed
- removed
Input schema / properties / id / descriptionRemoved value: -"Hugging Bay model id (hf-model-owner-name)." - removed
Input schema / properties / quant / descriptionRemoved value: -"Exact GGUF quant label to check, such as Q4_K_M or Q8_0. Omit if no variant was requested." - removed
Output schema / properties / commercialUse / descriptionRemoved value: -"Commercial-use answer from the model license label, not a safety or legal approval."
Changed2 schema fields changed
- changed
Output schema / properties / mainFile / anyOfPrevious value: -[ - { - "additionalProperties": false, - "properties": { - "downloadUrl": { - "type": [ - "string", - "null" - ] - }, - "path": { - "type": "string" - }, - "runKit": { - "additionalProperties": true, - "type": "object" - }, - "sha256": { - "type": [ - "string", - "null" - ] - }, - "sizeBytes": { - "type": [ - "number", - "null" - ] - } - }, - "required": [ - "path", - "sizeBytes", - "sha256", - "downloadUrl" - ], - "type": "object" - }, - { - "type": "null" - } -]New value: +[ + { + "additionalProperties": false, + "properties": { + "downloadUrl": { + "type": [ + "string", + "null" + ] + }, + "path": { + "type": "string" + }, + "proofReceipt": { + "additionalProperties": false, + "properties": { + "artifactId": { + "type": "string" + }, + "checks": { + "additionalProperties": false, + "properties": { + "bytes": { + "additionalProperties": false, + "properties": { + "checkedAt": { + "type": [ + "string", + "null" + ] + }, + "status": { + "enum": [ + "recorded", + "not-recorded" + ] + } + }, + "required": [ + "status", + "checkedAt" + ], + "type": "object" + }, + "run": { + "additionalProperties": false, + "properties": { + "checkedAt": { + "type": [ + "string", + "null" + ] + }, + "device": { + "type": [ + "string", + "null" + ] + }, + "runtime": { + "type": [ + "string", + "null" + ] + }, + "status": { + "enum": [ + "recorded", + "not-recorded" + ] + } + }, + "required": [ + "status", + "checkedAt", + "device", + "runtime" + ], + "type": "object" + }, + "safety": { + "additionalProperties": false, + "properties": { + "verdict": { + "const": "unknown" + } + }, + "required": [ + "verdict" + ], + "type": "object" + } + }, + "required": [ + "bytes", + "run", + "safety" + ], + "type": "object" + }, + "doesNotProve": { + "items": { + "type": "string" + }, + "type": "array" + }, + "evidenceDate": { + "type": [ + "string", + "null" + ] + }, + "file": { + "additionalProperties": false, + "properties": { + "path": { + "type": "string" + }, + "sha256": { + "pattern": "^[a-f0-9]{64}$", + "type": "string" + }, + "sizeBytes": { + "minimum": 1, + "type": [ + "integer", + "null" + ] + } + }, + "required": [ + "path", + "sha256", + "sizeBytes" + ], + "type": "object" + }, + "license": { + "type": "string" + }, + "proves": { + "items": { + "type": "string" + }, + "type": "array" + }, + "receiptUrl": { + "format": "uri", + "type": "string" + }, + "schemaVersion": { + "const": "hugging-bay.proof-receipt.v1" + }, + "sentence": { + "const": "This receipt records checks for this exact file; it does not prove safety or that it will run on your device." + } + }, + "required": [ + "schemaVersion", + "artifactId", + "file", + "license", + "evidenceDate", + "checks", + "proves", + "doesNotProve", + "sentence", + "receiptUrl" + ], + "type": "object" + }, + "runKit": { + "additionalProperties": true, + "type": "object" + }, + "sha256": { + "type": [ + "string", + "null" + ] + }, + "sizeBytes": { + "type": [ + "number", + "null" + ] + } + }, + "required": [ + "path", + "sizeBytes", + "sha256", + "downloadUrl" + ], + "type": "object" + }, + { + "type": "null" + } +] - added
Output schema / properties / proofReceiptAdded value: +{ + "additionalProperties": false, + "properties": { + "artifactId": { + "type": "string" + }, + "checks": { + "additionalProperties": false, + "properties": { + "bytes": { + "additionalProperties": false, + "properties": { + "checkedAt": { + "type": [ + "string", + "null" + ] + }, + "status": { + "enum": [ + "recorded", + "not-recorded" + ] + } + }, + "required": [ + "status", + "checkedAt" + ], + "type": "object" + }, + "run": { + "additionalProperties": false, + "properties": { + "checkedAt": { + "type": [ + "string", + "null" + ] + }, + "device": { + "type": [ + "string", + "null" + ] + }, + "runtime": { + "type": [ + "string", + "null" + ] + }, + "status": { + "enum": [ + "recorded", + "not-recorded" + ] + } + }, + "required": [ + "status", + "checkedAt", + "device", + "runtime" + ], + "type": "object" + }, + "safety": { + "additionalProperties": false, + "properties": { + "verdict": { + "const": "unknown" + } + }, + "required": [ + "verdict" + ], + "type": "object" + } + }, + "required": [ + "bytes", + "run", + "safety" + ], + "type": "object" + }, + "doesNotProve": { + "items": { + "type": "string" + }, + "type": "array" + }, + "evidenceDate": { + "type": [ + "string", + "null" + ] + }, + "file": { + "additionalProperties": false, + "properties": { + "path": { + "type": "string" + }, + "sha256": { + "pattern": "^[a-f0-9]{64}$", + "type": "string" + }, + "sizeBytes": { + "minimum": 1, + "type": [ + "integer", + "null" + ] + } + }, + "required": [ + "path", + "sha256", + "sizeBytes" + ], + "type": "object" + }, + "license": { + "type": "string" + }, + "proves": { + "items": { + "type": "string" + }, + "type": "array" + }, + "receiptUrl": { + "format": "uri", + "type": "string" + }, + "schemaVersion": { + "const": "hugging-bay.proof-receipt.v1" + }, + "sentence": { + "const": "This receipt records checks for this exact file; it does not prove safety or that it will run on your device." + } + }, + "required": [ + "schemaVersion", + "artifactId", + "file", + "license", + "evidenceDate", + "checks", + "proves", + "doesNotProve", + "sentence", + "receiptUrl" + ], + "type": "object" +}
Changed2 schema fields changed
- changed
Output schema / properties / mainFile / anyOfPrevious value: -[ - { - "additionalProperties": false, - "properties": { - "downloadUrl": { - "type": [ - "string", - "null" - ] - }, - "path": { - "type": "string" - }, - "proofReceipt": { - "additionalProperties": false, - "properties": { - "artifactId": { - "type": "string" - }, - "checks": { - "additionalProperties": false, - "properties": { - "bytes": { - "additionalProperties": false, - "properties": { - "checkedAt": { - "type": [ - "string", - "null" - ] - }, - "status": { - "enum": [ - "recorded", - "not-recorded" - ] - } - }, - "required": [ - "status", - "checkedAt" - ], - "type": "object" - }, - "run": { - "additionalProperties": false, - "properties": { - "checkedAt": { - "type": [ - "string", - "null" - ] - }, - "device": { - "type": [ - "string", - "null" - ] - }, - "runtime": { - "type": [ - "string", - "null" - ] - }, - "status": { - "enum": [ - "recorded", - "not-recorded" - ] - } - }, - "required": [ - "status", - "checkedAt", - "device", - "runtime" - ], - "type": "object" - }, - "safety": { - "additionalProperties": false, - "properties": { - "verdict": { - "const": "unknown" - } - }, - "required": [ - "verdict" - ], - "type": "object" - } - }, - "required": [ - "bytes", - "run", - "safety" - ], - "type": "object" - }, - "doesNotProve": { - "items": { - "type": "string" - }, - "type": "array" - }, - "evidenceDate": { - "type": [ - "string", - "null" - ] - }, - "file": { - "additionalProperties": false, - "properties": { - "path": { - "type": "string" - }, - "sha256": { - "pattern": "^[a-f0-9]{64}$", - "type": "string" - }, - "sizeBytes": { - "minimum": 1, - "type": [ - "integer", - "null" - ] - } - }, - "required": [ - "path", - "sha256", - "sizeBytes" - ], - "type": "object" - }, - "license": { - "type": "string" - }, - "proves": { - "items": { - "type": "string" - }, - "type": "array" - }, - "receiptUrl": { - "format": "uri", - "type": "string" - }, - "schemaVersion": { - "const": "hugging-bay.proof-receipt.v1" - }, - "sentence": { - "const": "This receipt records checks for this exact file; it does not prove safety or that it will run on your device." - } - }, - "required": [ - "schemaVersion", - "artifactId", - "file", - "license", - "evidenceDate", - "checks", - "proves", - "doesNotProve", - "sentence", - "receiptUrl" - ], - "type": "object" - }, - "runKit": { - "additionalProperties": true, - "type": "object" - }, - "sha256": { - "type": [ - "string", - "null" - ] - }, - "sizeBytes": { - "type": [ - "number", - "null" - ] - } - }, - "required": [ - "path", - "sizeBytes", - "sha256", - "downloadUrl" - ], - "type": "object" - }, - { - "type": "null" - } -]New value: +[ + { + "additionalProperties": false, + "properties": { + "downloadUrl": { + "type": [ + "string", + "null" + ] + }, + "path": { + "type": "string" + }, + "runKit": { + "additionalProperties": true, + "type": "object" + }, + "sha256": { + "type": [ + "string", + "null" + ] + }, + "sizeBytes": { + "type": [ + "number", + "null" + ] + } + }, + "required": [ + "path", + "sizeBytes", + "sha256", + "downloadUrl" + ], + "type": "object" + }, + { + "type": "null" + } +] - removed
Output schema / properties / proofReceiptRemoved value: -{ - "additionalProperties": false, - "properties": { - "artifactId": { - "type": "string" - }, - "checks": { - "additionalProperties": false, - "properties": { - "bytes": { - "additionalProperties": false, - "properties": { - "checkedAt": { - "type": [ - "string", - "null" - ] - }, - "status": { - "enum": [ - "recorded", - "not-recorded" - ] - } - }, - "required": [ - "status", - "checkedAt" - ], - "type": "object" - }, - "run": { - "additionalProperties": false, - "properties": { - "checkedAt": { - "type": [ - "string", - "null" - ] - }, - "device": { - "type": [ - "string", - "null" - ] - }, - "runtime": { - "type": [ - "string", - "null" - ] - }, - "status": { - "enum": [ - "recorded", - "not-recorded" - ] - } - }, - "required": [ - "status", - "checkedAt", - "device", - "runtime" - ], - "type": "object" - }, - "safety": { - "additionalProperties": false, - "properties": { - "verdict": { - "const": "unknown" - } - }, - "required": [ - "verdict" - ], - "type": "object" - } - }, - "required": [ - "bytes", - "run", - "safety" - ], - "type": "object" - }, - "doesNotProve": { - "items": { - "type": "string" - }, - "type": "array" - }, - "evidenceDate": { - "type": [ - "string", - "null" - ] - }, - "file": { - "additionalProperties": false, - "properties": { - "path": { - "type": "string" - }, - "sha256": { - "pattern": "^[a-f0-9]{64}$", - "type": "string" - }, - "sizeBytes": { - "minimum": 1, - "type": [ - "integer", - "null" - ] - } - }, - "required": [ - "path", - "sha256", - "sizeBytes" - ], - "type": "object" - }, - "license": { - "type": "string" - }, - "proves": { - "items": { - "type": "string" - }, - "type": "array" - }, - "receiptUrl": { - "format": "uri", - "type": "string" - }, - "schemaVersion": { - "const": "hugging-bay.proof-receipt.v1" - }, - "sentence": { - "const": "This receipt records checks for this exact file; it does not prove safety or that it will run on your device." - } - }, - "required": [ - "schemaVersion", - "artifactId", - "file", - "license", - "evidenceDate", - "checks", - "proves", - "doesNotProve", - "sentence", - "receiptUrl" - ], - "type": "object" -}
Changed2 schema fields changed
- changed
Output schema / properties / mainFile / anyOfPrevious value: -[ - { - "additionalProperties": false, - "properties": { - "downloadUrl": { - "type": [ - "string", - "null" - ] - }, - "path": { - "type": "string" - }, - "runKit": { - "additionalProperties": true, - "type": "object" - }, - "sha256": { - "type": [ - "string", - "null" - ] - }, - "sizeBytes": { - "type": [ - "number", - "null" - ] - } - }, - "required": [ - "path", - "sizeBytes", - "sha256", - "downloadUrl" - ], - "type": "object" - }, - { - "type": "null" - } -]New value: +[ + { + "additionalProperties": false, + "properties": { + "downloadUrl": { + "type": [ + "string", + "null" + ] + }, + "path": { + "type": "string" + }, + "proofReceipt": { + "additionalProperties": false, + "properties": { + "artifactId": { + "type": "string" + }, + "checks": { + "additionalProperties": false, + "properties": { + "bytes": { + "additionalProperties": false, + "properties": { + "checkedAt": { + "type": [ + "string", + "null" + ] + }, + "status": { + "enum": [ + "recorded", + "not-recorded" + ] + } + }, + "required": [ + "status", + "checkedAt" + ], + "type": "object" + }, + "run": { + "additionalProperties": false, + "properties": { + "checkedAt": { + "type": [ + "string", + "null" + ] + }, + "device": { + "type": [ + "string", + "null" + ] + }, + "runtime": { + "type": [ + "string", + "null" + ] + }, + "status": { + "enum": [ + "recorded", + "not-recorded" + ] + } + }, + "required": [ + "status", + "checkedAt", + "device", + "runtime" + ], + "type": "object" + }, + "safety": { + "additionalProperties": false, + "properties": { + "verdict": { + "const": "unknown" + } + }, + "required": [ + "verdict" + ], + "type": "object" + } + }, + "required": [ + "bytes", + "run", + "safety" + ], + "type": "object" + }, + "doesNotProve": { + "items": { + "type": "string" + }, + "type": "array" + }, + "evidenceDate": { + "type": [ + "string", + "null" + ] + }, + "file": { + "additionalProperties": false, + "properties": { + "path": { + "type": "string" + }, + "sha256": { + "pattern": "^[a-f0-9]{64}$", + "type": "string" + }, + "sizeBytes": { + "minimum": 1, + "type": [ + "integer", + "null" + ] + } + }, + "required": [ + "path", + "sha256", + "sizeBytes" + ], + "type": "object" + }, + "license": { + "type": "string" + }, + "proves": { + "items": { + "type": "string" + }, + "type": "array" + }, + "receiptUrl": { + "format": "uri", + "type": "string" + }, + "schemaVersion": { + "const": "hugging-bay.proof-receipt.v1" + }, + "sentence": { + "const": "This receipt records checks for this exact file; it does not prove safety or that it will run on your device." + } + }, + "required": [ + "schemaVersion", + "artifactId", + "file", + "license", + "evidenceDate", + "checks", + "proves", + "doesNotProve", + "sentence", + "receiptUrl" + ], + "type": "object" + }, + "runKit": { + "additionalProperties": true, + "type": "object" + }, + "sha256": { + "type": [ + "string", + "null" + ] + }, + "sizeBytes": { + "type": [ + "number", + "null" + ] + } + }, + "required": [ + "path", + "sizeBytes", + "sha256", + "downloadUrl" + ], + "type": "object" + }, + { + "type": "null" + } +] - added
Output schema / properties / proofReceiptAdded value: +{ + "additionalProperties": false, + "properties": { + "artifactId": { + "type": "string" + }, + "checks": { + "additionalProperties": false, + "properties": { + "bytes": { + "additionalProperties": false, + "properties": { + "checkedAt": { + "type": [ + "string", + "null" + ] + }, + "status": { + "enum": [ + "recorded", + "not-recorded" + ] + } + }, + "required": [ + "status", + "checkedAt" + ], + "type": "object" + }, + "run": { + "additionalProperties": false, + "properties": { + "checkedAt": { + "type": [ + "string", + "null" + ] + }, + "device": { + "type": [ + "string", + "null" + ] + }, + "runtime": { + "type": [ + "string", + "null" + ] + }, + "status": { + "enum": [ + "recorded", + "not-recorded" + ] + } + }, + "required": [ + "status", + "checkedAt", + "device", + "runtime" + ], + "type": "object" + }, + "safety": { + "additionalProperties": false, + "properties": { + "verdict": { + "const": "unknown" + } + }, + "required": [ + "verdict" + ], + "type": "object" + } + }, + "required": [ + "bytes", + "run", + "safety" + ], + "type": "object" + }, + "doesNotProve": { + "items": { + "type": "string" + }, + "type": "array" + }, + "evidenceDate": { + "type": [ + "string", + "null" + ] + }, + "file": { + "additionalProperties": false, + "properties": { + "path": { + "type": "string" + }, + "sha256": { + "pattern": "^[a-f0-9]{64}$", + "type": "string" + }, + "sizeBytes": { + "minimum": 1, + "type": [ + "integer", + "null" + ] + } + }, + "required": [ + "path", + "sha256", + "sizeBytes" + ], + "type": "object" + }, + "license": { + "type": "string" + }, + "proves": { + "items": { + "type": "string" + }, + "type": "array" + }, + "receiptUrl": { + "format": "uri", + "type": "string" + }, + "schemaVersion": { + "const": "hugging-bay.proof-receipt.v1" + }, + "sentence": { + "const": "This receipt records checks for this exact file; it does not prove safety or that it will run on your device." + } + }, + "required": [ + "schemaVersion", + "artifactId", + "file", + "license", + "evidenceDate", + "checks", + "proves", + "doesNotProve", + "sentence", + "receiptUrl" + ], + "type": "object" +}
Changed1 schema field changed
- changed
Output schema / properties / mainFile / anyOfPrevious value: -[ - { - "additionalProperties": false, - "properties": { - "downloadUrl": { - "type": [ - "string", - "null" - ] - }, - "path": { - "type": "string" - }, - "sha256": { - "type": [ - "string", - "null" - ] - }, - "sizeBytes": { - "type": [ - "number", - "null" - ] - } - }, - "required": [ - "path", - "sizeBytes", - "sha256", - "downloadUrl" - ], - "type": "object" - }, - { - "type": "null" - } -]New value: +[ + { + "additionalProperties": false, + "properties": { + "downloadUrl": { + "type": [ + "string", + "null" + ] + }, + "path": { + "type": "string" + }, + "runKit": { + "additionalProperties": true, + "type": "object" + }, + "sha256": { + "type": [ + "string", + "null" + ] + }, + "sizeBytes": { + "type": [ + "number", + "null" + ] + } + }, + "required": [ + "path", + "sizeBytes", + "sha256", + "downloadUrl" + ], + "type": "object" + }, + { + "type": "null" + } +]
Changed2 schema fields changed
- added
Output schema / properties / runKitAdded value: +{ + "additionalProperties": true, + "type": "object" +} - added
Output schema / properties / runTestedAdded value: +{ + "type": "boolean" +}
Changed2 schema fields changed
- added
Output schema / properties / readinessCheckedAtAdded value: +{ + "type": [ + "string", + "null" + ] +} - changed
Output schema / properties / status / enumPrevious value: -[ - "Ready to download", - "Not available right now", - "Checking" -]New value: +[ + "Ready to download", + "Ready at last check", + "Not available right now", + "Checking" +]
Changed1 schema field changed
- added
Output schema / properties / lastCheckedAdded value: +{ + "type": "string" +}
Changed1 schema field changed
- changed
Input schema / properties / id / descriptionPrevious value: -"Hugging Bay model id from resolve_artifact."New value: +"Hugging Bay model id (hf-model-owner-name)."
Changed1 schema field changed
- added
Output schema / properties / teachAdded value: +{ + "additionalProperties": true, + "properties": { + "backends": { + "items": { + "enum": [ + "mlx", + "peft" + ], + "type": "string" + }, + "type": "array" + }, + "eligible": { + "type": "boolean" + }, + "family": { + "type": [ + "string", + "null" + ] + }, + "licenseConditions": { + "type": [ + "string", + "null" + ] + }, + "memoryNeededGb": { + "type": [ + "object", + "null" + ] + }, + "reason": { + "type": [ + "string", + "null" + ] + }, + "sizes": { + "type": [ + "object", + "null" + ] + } + }, + "required": [ + "eligible", + "reason" + ], + "type": "object" +}
Changed5 schema fields changed
- added
Input schema / properties / quantAdded value: +{ + "description": "Exact GGUF quant label to check, such as Q4_K_M or Q8_0. Omit if no variant was requested.", + "maxLength": 40, + "minLength": 1, + "pattern": "^[A-Za-z0-9][A-Za-z0-9_+-]{0,39}$", + "type": "string" +} - added
Output schema / properties / commercialUseAdded value: +{ + "description": "Commercial-use answer from the model license label, not a safety or legal approval.", + "enum": [ + "yes", + "no", + "conditional", + "unknown" + ], + "type": "string" +} - added
Output schema / properties / machineFitAdded value: +{ + "enum": [ + "Fits", + "Tight", + "Too big", + "Unknown" + ], + "type": "string" +} - added
Output schema / properties / requestedQuantAdded value: +{ + "type": [ + "string", + "null" + ] +} - added
Output schema / properties / requestedQuantHostedAdded value: +{ + "type": [ + "boolean", + "null" + ] +}
Changed1 schema field changed
- changed
Output schema / properties / status / enumPrevious value: -[ - "Not available right now", - "Checking" -]New value: +[ + "Ready to download", + "Not available right now", + "Checking" +]
- Added
TDQS
C2.9/5.0
Behavior3/5
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
The readOnlyHint/openWorldHint annotations already establish that this is a safe, closed-world read, so the description's burden is lower. It adds useful content by naming the specific metadata surfaces returned (license labels, file-plan links), but says nothing about failure modes for unknown ids or what the 'quant' dimension changes.
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?
A single front-loaded sentence with no filler; every clause (read, metadata, license labels, file-plan links, keyed by artifact id) adds information. Nothing to trim.
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?
An output schema exists, so return shape need not be described, and the annotations cover the safety profile. The main remaining gap is the undocumented 'quant' parameter and the lack of disambiguation from get_artifact, both of which an agent would need before calling confidently.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Parameters2/5
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Schema description coverage is 0%, so the description must carry parameter meaning, and it only partially does: 'by artifact id' usefully clarifies that 'id' is an artifact identifier rather than a model-specific one. The second parameter 'quant' is never mentioned anywhere, leaving a non-obvious parameter completely unexplained.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Purpose3/5
Does the description clearly state what the tool does and how it differs from similar tools?
It states a specific verb (Read) and a concrete payload (model metadata, license labels, file-plan links) keyed by artifact id, so the operation is legible. But it never explains what a 'model' is relative to the artifact concept, leaving it indistinguishable from siblings like get_artifact, get_artifact_card, and resolve_artifact — all of which plausibly take an artifact id.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Usage Guidelines2/5
Does the description explain when to use this tool, when not to, or what alternatives exist?
There is no when-to-use guidance at all: no indication of when to pick this over get_artifact or get_artifact_card, no prerequisites, and no mention of what happens if the id is not a model. The agent must infer selection from names alone.
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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