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linkfoxai-image-tool · LeoYeAI | DecimalAI

Linkfoxai Image Tool

SkillScore83Maintained

linkfoxai-image-tool

这是紫鸟开放平台Skill，面向普通用户直接执行任务，无需关心内部调用细节；当用户要求直接完成图片上传、场景裂变、商品替换等当前 Skill 覆盖能力，并希望直接拿到最终结果时，优先通过当前 skill 的本地脚本执行；仅在脚本不存在或执行失败时，才回退到开放平台调用。

design-mediaby LeoYeAI

Links this skill to your agents and keeps it current with the author’s updates.

Automatic

Marketing & Content pack

1 · One-time — install the CLI (docs ↗)

pip install decimalai

2 · Get the skill — writes .claude/skills/linkfoxai-image-tool/SKILL.md

decimalai skills pull linkfoxai-image-tool --out .claude/skills/

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/linkfoxai-image-tool/SKILL.md https://app.decimal.ai/s/linkfoxai-image-tool/SKILL.md

Raw file: /s/linkfoxai-image-tool/SKILL.md ↗ · machine-readable summary at /s/linkfoxai-image-tool.json ↗

In productionGlobal

how this skill behaves on real traffic · last 30 days

No production data for this skill yet — usage numbers appear here once agents start running it.

Anonymized aggregate across every org using this skill — proof from real production use, not a demo.

Does this skill help? · Benchmark: with vs. withoutsign in to run this on your agents

23 test cases from the publisher’s eval.yaml · each run twice on gemini-3.6-flash — with the skill injected, then without · last run 56d ago

—+297% tokens0% turns83% of whole cases pass with skill (19/23)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-09	✗→✓	▲ Improved	297%	0%
case-04	✗→✓	▲ Improved	245%	0%
case-05	✗→✓	▲ Improved	287%	0%
case-06	✗→✓	▲ Improved	184%	0%
case-10	✗→✓	▲ Improved	383%	0%

Showing 5 of 23 cases

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/2/2026

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

LeoYeAI / openclaw-master-skills

skills/linkfoxai-image-tool/SKILL.md

View on GitHub ↗

License MITImported 8/2/2026Version v2

Skill contents

SKILL.md

linkfoxai-image-tool

Trigger Conditions

当用户目标属于当前 Skill 覆盖的能力分组，且希望直接拿到最终结果时，可使用本 Skill。
当前 Skill 覆盖的能力分组：
linkfox-image-upload: 图片上传
linkfox-scene-fission: 场景裂变
linkfox-shop-replace: 商品替换
linkfox-auto-image-matting: 自动抠图
若用户目标是查询当前 Skill 覆盖任务的状态、处理进度或最终结果，也属于可直接执行的适用场景。

When Not To Use

当用户只需要开放平台接入说明、参数解释、代码开发建议或集成设计时，不要使用本 Skill。
当请求不属于当前 Skill 覆盖的能力范围时，不要强行复用本 Skill。
当需要你猜测未在契约中声明的参数、字段或调用行为时，不要继续执行，应以现有契约为准。

Execution Flow

Step 1: 先真实读取 scripts/脚本使用指导.md，确认脚本的 payload、成功/失败语义与退出码规则。
Step 2: 再真实读取当前 skill 的 scripts/ 目录，确认候选脚本是否实际存在。
Step 3: 根据当前执行环境属于 Win、macOS 还是 Linux，按 tool分组名_平台 规则组合目标脚本名；Win 对应 .ps1，macOS 与 Linux 对应 .sh。
Step 4: 若脚本存在且执行成功，直接使用脚本标准输出作为最终结果。
Step 5: 若脚本不存在，或脚本执行失败并返回非 0 退出码，则回退到对应的执行型 tool / 开放平台调用链路，继续使用 requestUrl、Raw Request Contract 与 Raw Response Contract。

Execution Prerequisites

callDomain: https://sbappstoreapi.ziniao.com/openapi-router
apiKey: 先确认 ZNOPEN_API_KEY 已可用；默认从 ~/.znopen/config.json 读取，缺失时先提示用户提供，提供后回填文件，完成配置。
Runtime Evidence: 以下内容只描述本地脚本查找、执行与 fallback 规则，不代表当前 skill 已经存在哪些脚本文件；执行时必须真实读取 scripts/ 目录与 scripts/脚本使用指导.md 再做判断。
Authorization: 无需让用户手工拼接请求头，tool 在调用开放平台时会基于可用的 apiKey 自动注入该头。
requestUrl: 统一由 callDomain + sourceOpenPath 组成，调用前应直接使用已生成结果，不建议手工改写。

Capability Groups

linkfox-image-upload

适用请求：图片上传
脚本不可用时可兜底使用的 tool：postImageV2UploadByBase64

linkfox-scene-fission

适用请求：场景裂变
脚本不可用时可兜底使用的 tool：postImageV2MakeSceneFission、postImageV2MakeInfo

linkfox-shop-replace

适用请求：商品替换
脚本不可用时可兜底使用的 tool：postImageV2MakeShopReplace、postImageV2MakeInfo

linkfox-auto-image-matting

适用请求：自动抠图
脚本不可用时可兜底使用的 tool：postImageV2MakeCutout、postImageV2MakeInfo

Call Limits

tool 发起开放平台请求时，必须自动带上请求头：Authorization: Bearer {ApiKey}。
Bearer 和 ApiKey 之间必须有一个空格，不能省略、不能连写、也不能替换为其他前缀。
请求方法必须与对应 tool 的 sourceMethod 保持一致，不允许自行切换调用方式。
请求参数必须严格遵循 Raw Request Contract，响应解析与错误处理必须严格遵循 Raw Response Contract。
当前置条件未满足、凭证缺失或开放平台返回错误时，不应继续盲目重试或猜测字段含义。

Tool Group Definitions

linkfox-image-upload

`postImageV2UploadByBase64`

Capability Group: linkfox-image-upload
Use This Tool When: 当用户当前目标属于“图片上传”场景，且对应本地脚本不存在或执行失败时使用；将它作为开放平台兜底入口完成“图片上传”。
Required Inputs: fileName、base64
Returns: 重点查看返回字段：msg、traceId、code、viewUrl
Tool Goal: 图片上传

##### Definition

yaml
tool: postImageV2UploadByBase64
sourceApiName: 图片上传
sourceMethod: POST
sourceOpenPath: /linkfox-ai/image/v2/uploadByBase64
requestUrl: https://sbappstoreapi.ziniao.com/openapi-router/linkfox-ai/image/v2/uploadByBase64

##### Raw Request Contract

text
{"headers":[{"isRoot":false,"name":"Content-Type","id":"w8pqf70e","type":"","value":"application/json","required":1,"desc":""}],"query":[],"body":[{"isRoot":true,"children":[{"isRoot":false,"name":"fileName","id":"bzxlv5tv","type":"string","required":1,"desc":"文件名（带扩展名）支持格式：jpeg、jpg、png、webp","value":"1.png"},{"isRoot":false,"name":"base64","id":"6bzgux9i","type":"string","required":1,"desc":"图片数据base64编码 文件大小：不超过20MB","value":"iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAADUlEQVR42mNk+M9QDwADhgGAWjR9awAAAABJRU5ErkJggg=="}],"name":"","id":0,"type":"object","value":"","required":0,"desc":"UploadByBase64ReqVo"}]}

##### Raw Response Contract

text
[{"isRoot":true,"children":[{"isRoot":false,"name":"msg","id":"474ze4ft","type":"string","required":0,"desc":"结果描述"},{"isRoot":false,"name":"traceId","id":"gcq4vu8w","type":"string","required":0,"desc":"链路追踪id"},{"isRoot":false,"name":"code","id":"6r3j5kog","type":"integer","required":0,"desc":"结果编码 200成功 非200报错"},{"isRoot":false,"children":[{"isRoot":false,"name":"viewUrl","id":"ohy4rmpb","type":"string","required":0,"desc":"上传成功后的图片访问地址"}],"name":"data","id":"k0lmm7mt","type":"object","required":0},{"isRoot":false,"name":"msgKey","id":"46vvp4b4","type":"string","required":0,"desc":"错误编码"}],"name":"","id":0,"type":"object","value":"","required":0,"desc":"ResponseDto«ApiImageUploadResVo»"}]

linkfox-scene-fission

`postImageV2MakeSceneFission`

Capability Group: linkfox-scene-fission
Use This Tool When: 当用户当前目标属于“场景裂变”场景，且对应本地脚本不存在或执行失败时使用；将它作为开放平台兜底入口完成“场景裂变”。
Required Inputs: imageUrl、segImageUrl、strength、prompt
Returns: 重点查看返回字段：msg、traceId、code、id
Tool Goal: 场景裂变

##### Definition

yaml
tool: postImageV2MakeSceneFission
sourceApiName: 场景裂变
sourceMethod: POST
sourceOpenPath: /linkfox-ai/image/v2/make/sceneFission
requestUrl: https://sbappstoreapi.ziniao.com/openapi-router/linkfox-ai/image/v2/make/sceneFission

##### Input Rules

Image Input Rule: 当前契约只看到 URL 类图片字段，请按契约中的 https 图片地址字段传参。
不要自行追加 base64 字段，除非它已经明确出现在 Raw Request Contract 中。

##### Raw Request Contract

text
{"headers":[{"isRoot":false,"name":"Content-Type","id":"w8pqf70e","type":"","value":"application/json","required":1,"desc":""}],"query":[],"body":[{"isRoot":true,"children":[{"isRoot":false,"name":"imageUrl","id":"bzxlv5tv","type":"string","required":1,"desc":"原图","value":"https://test-file-ai.linkfox.com/UPLOAD/MANAGE/CASE/SCENE_FISSION/1744309376725860352/image.jpg"},{"isRoot":false,"name":"segImageUrl","id":"6bzgux9i","type":"string","required":0,"desc":"保留区域图，不传会自动调用智能抠图"},{"id":"r8mecvca","name":"strength","type":"number","desc":"生成图与原图相似度 默认值：0.5 值越大相似度度越高 浮点数 小数点后只有一位 可选范围 [0.1,1]","isInit":true,"required":0},{"id":"grl5efmb","name":"prompt","type":"string","desc":"强化内容描述，不传会自动根据参数图提取 最长600字符，超出会截断","isInit":true,"required":0},{"id":"87njvdrs","name":"imageOutputWidth","type":"integer","desc":"输出尺寸 宽度 最长不能超过2048,最短不能低于32","isInit":true,"required":0},{"id":"ukpogp3d","name":"imageOutputHeight","type":"integer","desc":"输出尺寸 高度 最长不能超过2048,最短不能低于32","isInit":true,"required":0},{"id":"ob2j7568","name":"provider","type":"string","desc":"场景裂变模式 SCENE_FISSION_REALISTIC：写实（默认值） SCENE_FISSION_SIMPLE：简约   SCENE_FISSION_INTELLIGENT：智能","isInit":true,"value":"SCENE_FISSION_REALISTIC"},{"id":"g017pou2","name":"outputNum","type":"integer","desc":"输出张数 取值范围：[1,4] 默认值：1","isInit":true,"required":0}],"name":"","id":0,"type":"object","value":"","required":0,"desc":"SceneFissionParamsVo"}]}

##### Raw Response Contract

text
[{"isRoot":true,"children":[{"isRoot":false,"name":"msg","id":"474ze4ft","type":"string","required":0,"desc":"结果描述"},{"isRoot":false,"name":"traceId","id":"gcq4vu8w","type":"string","required":0,"desc":"链路追踪id"},{"isRoot":false,"name":"code","id":"6r3j5kog","type":"integer","required":0,"desc":"结果编码 200成功 非200报错"},{"isRoot":false,"children":[{"isRoot":false,"name":"id","id":"ohy4rmpb","type":"integer","required":0,"desc":"作图任务ID"}],"name":"data","id":"k0lmm7mt","type":"object","required":0},{"isRoot":false,"name":"msgKey","id":"46vvp4b4","type":"string","required":0,"desc":"错误编码"}],"name":"","id":0,"type":"object","value":"","required":0,"desc":"ResponseDto«OnlyIdVo»"}]

`postImageV2MakeInfo`

Capability Group: linkfox-scene-fission
Use This Tool When: 当用户当前目标属于“场景裂变”场景，且对应本地脚本不存在或执行失败时使用；将它作为开放平台兜底入口完成“获取AI作图结果”。
Required Inputs: id
Returns: 重点查看返回字段：msg、traceId、code、id
Reuse Note: 该 tool 名称在多个能力分组中复用；当前块表示它在 linkfox-scene-fission 场景下的使用入口，按当前分组目标理解即可。
Tool Goal: 获取AI作图结果

##### Definition

yaml
tool: postImageV2MakeInfo
sourceApiName: 获取AI作图结果
sourceMethod: POST
sourceOpenPath: /linkfox-ai/image/v2/make/info
requestUrl: https://sbappstoreapi.ziniao.com/openapi-router/linkfox-ai/image/v2/make/info

##### Raw Request Contract

text
{"headers":[{"isRoot":false,"name":"Content-Type","id":"w8pqf70e","type":"","value":"application/json","required":1,"desc":""}],"query":[],"body":[{"isRoot":true,"children":[{"isRoot":false,"name":"id","id":"bzxlv5tv","type":"string","required":1,"desc":"作图任务ID","value":"111"}],"name":"","id":0,"type":"object","value":"","required":0,"desc":"OnlyIdVo"}]}

##### Raw Response Contract

text
[{"isRoot":true,"children":[{"isRoot":false,"name":"msg","id":"474ze4ft","type":"string","required":0,"desc":"结果描述"},{"isRoot":false,"name":"traceId","id":"gcq4vu8w","type":"string","required":0,"desc":"链路追踪id"},{"isRoot":false,"name":"code","id":"6r3j5kog","type":"integer","required":0,"desc":"结果编码 200成功 非200报错"},{"isRoot":false,"children":[{"isRoot":false,"name":"id","id":"ohy4rmpb","type":"integer","required":0,"desc":"作图任务ID"},{"isRoot":false,"name":"status","id":"gcq4vu8w","type":"integer","required":0,"desc":"状态 1.排队中 2.生成中 3.成功 4.失败"},{"isRoot":false,"name":"errorCode","id":"6r3j5kog","type":"string","required":0,"desc":"错误码"},{"isRoot":false,"name":"errorMsg","id":"46vvp4b4","type":"string","required":0,"desc":"错误文字描述"},{"isRoot":false,"name":"resultList","id":"k0lmm7mt","type":"array","required":0,"desc":"输出结果图片数组","children":[{"isRoot":false,"name":"id","id":"item1","type":"integer","required":0,"desc":"图片ID"},{"isRoot":false,"name":"status","id":"item2","type":"integer","required":0,"desc":"状态 0.生成中 1.成功 2.失败"},{"isRoot":false,"name":"url","id":"item3","type":"string","required":0,"desc":"高清图"},{"isRoot":false,"name":"width","id":"item4","type":"integer","required":0,"desc":"宽"},{"isRoot":false,"name":"height","id":"item5","type":"integer","required":0,"desc":"高"},{"isRoot":false,"name":"format","id":"item6","type":"string","required":0,"desc":"格式"}]}],"name":"data","id":"k0lmm7mt","type":"object","required":0},{"isRoot":false,"name":"msgKey","id":"46vvp4b4","type":"string","required":0,"desc":"错误编码"}],"name":"","id":0,"type":"object","value":"","required":0,"desc":"ResponseDto«ApiImageMakeResVo»"}]

linkfox-shop-replace

`postImageV2MakeShopReplace`

Capability Group: linkfox-shop-replace
Use This Tool When: 当用户当前目标属于“商品替换”场景，且对应本地脚本不存在或执行失败时使用；将它作为开放平台兜底入口完成“商品替换”。
Required Inputs: imageUrl、sourceImageUrl、targetOriginUrl、targetImageUrl
Returns: 重点查看返回字段：msg、traceId、code、id
Tool Goal: 商品替换

##### Definition

yaml
tool: postImageV2MakeShopReplace
sourceApiName: 商品替换
sourceMethod: POST
sourceOpenPath: /linkfox-ai/image/v2/make/shopReplace
requestUrl: https://sbappstoreapi.ziniao.com/openapi-router/linkfox-ai/image/v2/make/shopReplace

##### Input Rules

Image Input Rule: 当前契约只看到 URL 类图片字段，请按契约中的 https 图片地址字段传参。
不要自行追加 base64 字段，除非它已经明确出现在 Raw Request Contract 中。

##### Raw Request Contract

text
{"headers":[{"isRoot":false,"name":"Content-Type","id":"w8pqf70e","type":"","value":"application/json","required":1,"desc":""}],"query":[],"body":[{"isRoot":true,"children":[{"isRoot":false,"name":"imageUrl","id":"bzxlv5tv","type":"string","required":1,"desc":"商品原图","value":"https://linkfoxai-ailab.oss-cn-shenzhen.aliyuncs.com/UPLOAD/1701144666432344064/2024/11/18/96a7a42fc965491dbc625d2db09f2478.png"},{"isRoot":false,"name":"sourceImageUrl","id":"6bzgux9i","type":"string","required":0,"desc":"原图抠出来的商品图"},{"id":"r8mecvca","name":"targetOriginUrl","type":"string","desc":"替换的目标原图","isInit":true,"required":1,"value":"https://linkfoxai-ailab.oss-cn-shenzhen.aliyuncs.com/UPLOAD/1701144666432344064/2024/11/18/9778678b4724467485346248032387ec.png"},{"id":"grl5efmb","name":"targetImageUrl","type":"string","desc":"替换的目标原图抠图结果","isInit":true,"required":0},{"id":"87njvdrs","name":"denoiseStrength","type":"string","desc":"生成图变化程度 默认值：0.5 越大越高 浮点数 可选范围 [0,1]","isInit":true,"required":0},{"id":"ukpogp3d","name":"imageOutputWidth","type":"integer","desc":"输出尺寸 宽度 最长边不能超过4096,最短边不能低于32","isInit":true,"required":0},{"id":"g017pou2","name":"imageOutputHeight","type":"integer","desc":"输出尺寸 高度 最长边不能超过4096,最短边不能低于32","isInit":true,"required":0},{"id":"vtarf9ph","name":"outputNum","type":"integer","desc":"输出张数 取值范围：[1,4] 默认值：1","isInit":true,"required":0}],"name":"","id":0,"type":"object","value":"","required":0,"desc":"ShopReplaceParamsVo"}]}

##### Raw Response Contract

text
[{"isRoot":true,"children":[{"isRoot":false,"name":"msg","id":"474ze4ft","type":"string","required":0,"desc":"结果描述"},{"isRoot":false,"name":"traceId","id":"gcq4vu8w","type":"string","required":0,"desc":"链路追踪id"},{"isRoot":false,"name":"code","id":"6r3j5kog","type":"integer","required":0,"desc":"结果编码 200成功 非200报错"},{"isRoot":false,"children":[{"isRoot":false,"name":"id","id":"ohy4rmpb","type":"integer","required":0,"desc":"作图任务ID"}],"name":"data","id":"k0lmm7mt","type":"object","required":0},{"isRoot":false,"name":"msgKey","id":"46vvp4b4","type":"string","required":0,"desc":"错误编码"}],"name":"","id":0,"type":"object","value":"","required":0,"desc":"ResponseDto«OnlyIdVo»"}]

`postImageV2MakeInfo`

Capability Group: linkfox-shop-replace
Use This Tool When: 当用户当前目标属于“商品替换”场景，且对应本地脚本不存在或执行失败时使用；将它作为开放平台兜底入口完成“获取AI作图结果”。
Required Inputs: id
Returns: 重点查看返回字段：msg、traceId、code、id
Reuse Note: 该 tool 名称在多个能力分组中复用；当前块表示它在 linkfox-shop-replace 场景下的使用入口，按当前分组目标理解即可。
Tool Goal: 获取AI作图结果

##### Definition

yaml
tool: postImageV2MakeInfo
sourceApiName: 获取AI作图结果
sourceMethod: POST
sourceOpenPath: /linkfox-ai/image/v2/make/info
requestUrl: https://sbappstoreapi.ziniao.com/openapi-router/linkfox-ai/image/v2/make/info

##### Raw Request Contract

text
{"headers":[{"isRoot":false,"name":"Content-Type","id":"w8pqf70e","type":"","value":"application/json","required":1,"desc":""}],"query":[],"body":[{"isRoot":true,"children":[{"isRoot":false,"name":"id","id":"bzxlv5tv","type":"string","required":1,"desc":"作图任务ID","value":"111"}],"name":"","id":0,"type":"object","value":"","required":0,"desc":"OnlyIdVo"}]}

##### Raw Response Contract

text
[{"isRoot":true,"children":[{"isRoot":false,"name":"msg","id":"474ze4ft","type":"string","required":0,"desc":"结果描述"},{"isRoot":false,"name":"traceId","id":"gcq4vu8w","type":"string","required":0,"desc":"链路追踪id"},{"isRoot":false,"name":"code","id":"6r3j5kog","type":"integer","required":0,"desc":"结果编码 200成功 非200报错"},{"isRoot":false,"children":[{"isRoot":false,"name":"id","id":"ohy4rmpb","type":"integer","required":0,"desc":"作图任务ID"},{"isRoot":false,"name":"status","id":"gcq4vu8w","type":"integer","required":0,"desc":"状态 1.排队中 2.生成中 3.成功 4.失败"},{"isRoot":false,"name":"errorCode","id":"6r3j5kog","type":"string","required":0,"desc":"错误码"},{"isRoot":false,"name":"errorMsg","id":"46vvp4b4","type":"string","required":0,"desc":"错误文字描述"},{"isRoot":false,"name":"resultList","id":"k0lmm7mt","type":"array","required":0,"desc":"输出结果图片数组","children":[{"isRoot":false,"name":"id","id":"item1","type":"integer","required":0,"desc":"图片ID"},{"isRoot":false,"name":"status","id":"item2","type":"integer","required":0,"desc":"状态 0.生成中 1.成功 2.失败"},{"isRoot":false,"name":"url","id":"item3","type":"string","required":0,"desc":"高清图"},{"isRoot":false,"name":"width","id":"item4","type":"integer","required":0,"desc":"宽"},{"isRoot":false,"name":"height","id":"item5","type":"integer","required":0,"desc":"高"},{"isRoot":false,"name":"format","id":"item6","type":"string","required":0,"desc":"格式"}]}],"name":"data","id":"k0lmm7mt","type":"object","required":0},{"isRoot":false,"name":"msgKey","id":"46vvp4b4","type":"string","required":0,"desc":"错误编码"}],"name":"","id":0,"type":"object","value":"","required":0,"desc":"ResponseDto«ApiImageMakeResVo»"}]

linkfox-auto-image-matting

`postImageV2MakeCutout`

Capability Group: linkfox-auto-image-matting
Use This Tool When: 当用户当前目标属于“自动抠图”场景，且对应本地脚本不存在或执行失败时使用；将它作为开放平台兜底入口完成“自动抠图”。
Required Inputs: imageUrl、subType、clothClass
Returns: 重点查看返回字段：msg、traceId、code、id
Tool Goal: 自动抠图

##### Definition

yaml
tool: postImageV2MakeCutout
sourceApiName: 自动抠图
sourceMethod: POST
sourceOpenPath: /linkfox-ai/image/v2/make/cutout
requestUrl: https://sbappstoreapi.ziniao.com/openapi-router/linkfox-ai/image/v2/make/cutout

##### Input Rules

Image Input Rule: 当前契约只看到 URL 类图片字段，请按契约中的 https 图片地址字段传参。
不要自行追加 base64 字段，除非它已经明确出现在 Raw Request Contract 中。

##### Raw Request Contract

text
{"headers":[{"isRoot":false,"name":"Content-Type","id":"w8pqf70e","type":"","value":"application/json","required":1,"desc":""}],"query":[],"body":[{"isRoot":true,"children":[{"isRoot":false,"name":"imageUrl","id":"bzxlv5tv","type":"string","required":1,"desc":"原图","value":"https://linkfoxai-ailab.oss-cn-shenzhen.aliyuncs.com/UPLOAD/1701144666432344064/2024/11/13/bec32c4461644befb202f86b23502583.png"},{"isRoot":false,"name":"subType","id":"6bzgux9i","type":"integer","required":1,"desc":"抠图类型 1: 通用 2: 人像 3: 商品 9: 服饰 12: 头发 13:人脸","value":"1"},{"id":"r8mecvca","name":"clothClass","type":"string","desc":"服饰分类，只有抠图类型=9（服饰抠图）时才会生效, 可多选，以','号分割","isInit":true,"required":0}],"name":"","id":0,"type":"object","value":"","required":0,"desc":"CutoutParamsVo"}]}

##### Raw Response Contract

text
[{"isRoot":true,"children":[{"isRoot":false,"name":"msg","id":"474ze4ft","type":"string","required":0,"desc":"结果描述"},{"isRoot":false,"name":"traceId","id":"gcq4vu8w","type":"string","required":0,"desc":"链路追踪id"},{"isRoot":false,"name":"code","id":"6r3j5kog","type":"integer","required":0,"desc":"结果编码 200成功 非200报错"},{"isRoot":false,"children":[{"isRoot":false,"name":"id","id":"ohy4rmpb","type":"integer","required":0,"desc":"作图任务ID"}],"name":"data","id":"k0lmm7mt","type":"object","required":0},{"isRoot":false,"name":"msgKey","id":"46vvp4b4","type":"string","required":0,"desc":"错误编码"}],"name":"","id":0,"type":"object","value":"","required":0,"desc":"ResponseDto«OnlyIdVo»"}]

`postImageV2MakeInfo`

Capability Group: linkfox-auto-image-matting
Use This Tool When: 当用户当前目标属于“自动抠图”场景，且对应本地脚本不存在或执行失败时使用；将它作为开放平台兜底入口完成“获取AI作图结果”。
Required Inputs: id
Returns: 重点查看返回字段：msg、traceId、code、id
Reuse Note: 该 tool 名称在多个能力分组中复用；当前块表示它在 linkfox-auto-image-matting 场景下的使用入口，按当前分组目标理解即可。
Tool Goal: 获取AI作图结果

##### Definition

yaml
tool: postImageV2MakeInfo
sourceApiName: 获取AI作图结果
sourceMethod: POST
sourceOpenPath: /linkfox-ai/image/v2/make/info
requestUrl: https://sbappstoreapi.ziniao.com/openapi-router/linkfox-ai/image/v2/make/info

##### Raw Request Contract

text
{"headers":[{"isRoot":false,"name":"Content-Type","id":"w8pqf70e","type":"","value":"application/json","required":1,"desc":""}],"query":[],"body":[{"isRoot":true,"children":[{"isRoot":false,"name":"id","id":"bzxlv5tv","type":"string","required":1,"desc":"作图任务ID","value":"111"}],"name":"","id":0,"type":"object","value":"","required":0,"desc":"OnlyIdVo"}]}

##### Raw Response Contract

text
[{"isRoot":true,"children":[{"isRoot":false,"name":"msg","id":"474ze4ft","type":"string","required":0,"desc":"结果描述"},{"isRoot":false,"name":"traceId","id":"gcq4vu8w","type":"string","required":0,"desc":"链路追踪id"},{"isRoot":false,"name":"code","id":"6r3j5kog","type":"integer","required":0,"desc":"结果编码 200成功 非200报错"},{"isRoot":false,"children":[{"isRoot":false,"name":"id","id":"ohy4rmpb","type":"integer","required":0,"desc":"作图任务ID"},{"isRoot":false,"name":"status","id":"gcq4vu8w","type":"integer","required":0,"desc":"状态 1.排队中 2.生成中 3.成功 4.失败"},{"isRoot":false,"name":"errorCode","id":"6r3j5kog","type":"string","required":0,"desc":"错误码"},{"isRoot":false,"name":"errorMsg","id":"46vvp4b4","type":"string","required":0,"desc":"错误文字描述"},{"isRoot":false,"name":"resultList","id":"k0lmm7mt","type":"array","required":0,"desc":"输出结果图片数组","children":[{"isRoot":false,"name":"id","id":"item1","type":"integer","required":0,"desc":"图片ID"},{"isRoot":false,"name":"status","id":"item2","type":"integer","required":0,"desc":"状态 0.生成中 1.成功 2.失败"},{"isRoot":false,"name":"url","id":"item3","type":"string","required":0,"desc":"高清图"},{"isRoot":false,"name":"width","id":"item4","type":"integer","required":0,"desc":"宽"},{"isRoot":false,"name":"height","id":"item5","type":"integer","required":0,"desc":"高"},{"isRoot":false,"name":"format","id":"item6","type":"string","required":0,"desc":"格式"}]}],"name":"data","id":"k0lmm7mt","type":"object","required":0},{"isRoot":false,"name":"msgKey","id":"46vvp4b4","type":"string","required":0,"desc":"错误编码"}],"name":"","id":0,"type":"object","value":"","required":0,"desc":"ResponseDto«ApiImageMakeResVo»"}]

Illustrative Want to see what linkfoxai-image-tool would put in front of your model? Preview the rendered body and check its trigger phrases — no LLM call, no signup.

Latest benchmark · publisher runVerified

8/3/2026, 06:18 UTC · 23 cases

Measured on 21 comparable cases — below the 22 needed to publish a lift, so this result is shown here but not on the registry card or leaderboard.

Lift

+43%

83% vs 39%

Agent turns

0%

1.0 vs 1.0

Tokens

+297%

8,400.81 vs 2,115.71

fail → pass · 11pass → pass · 8fail → fail · 3pass → fail · 1

Per-case results (23)

Case	Status	Duration (ms)			Turns			Tokens			Tool calls
Case	Status	Without	With	Δ	Without	With	Δ	Without	With	Δ	Without	With	Δ
case-09 我要执行商品替换（shop replace）操作，手头有原商品图和目标场景背景图。请列出调用开放平台 API 时必须填写的参数名称。	fail→pass	11,739	4,029	-66%	1	1	0%	2,052	8,152	+297%	0	0	—
case-01 我有一张服装展示图（https://img.example.com/dress.jpg），希望将其中的衣物抠出来。请帮我执行服饰抠图操作，并将生成的处理任务ID或扣图后的高清图片链接提供给我。	fail→fail	10,624	7,079	-33%	1	1	0%	1,692	8,701	+414%	0	0	—
case-02 请帮我为这张商品图（https://img.example.com/prod.jpg）进行场景裂变，配合背景做出多样化展示。请处理后输出生成的任务编号以及合成后的结果图片访问地址。	fail→fail	13,984	5,664	-59%	1	1	0%	2,396	7,771	+224%	0	0	—
case-03 我想查询之前发起的AI作图任务状态，任务编号为9938210。请帮我查看当前生成进度，如果已经完成，请把高清结果图片的URL列表和状态信息汇总显示出来。	fail→fail	6,194	6,202	+0%	1	1	0%	905	7,752	+757%	0	0	—
case-04 你在 Linux 系统下需要对图片进行自动抠图。请说明脚本检查与准备调用的执行逻辑步骤。	fail→pass	16,173	27,422	+70%	1	1	0%	2,712	9,343	+245%	0	0	—
case-05 要使用这套开放平台接口，当检测到系统的 API Key 缺失时，应该向用户询问什么，获取后回填到哪个本地文件路径？	fail→pass	11,728	2,376	-80%	1	1	0%	2,041	7,891	+287%	0	0	—
case-06 当通过开放平台 HTTP 接口直接调用图片服务时，请求头中的 Authorization 凭证结构规范具体如何构造？	fail→pass	16,549	24,061	+45%	1	1	0%	2,878	8,171	+184%	0	0	—
case-07 我要把一张名为 avatar.png 的图片通过 Base64 字符串形式上传，请问该请求需要的必填字段及其类型分别是什么？	pass→pass	11,107	3,711	-67%	1	1	0%	1,937	8,098	+318%	0	0	—
case-08 我有一张线上商品主图 URL https://test.com/shoes.png，想调用场景裂变接口。请问是否需要先下载并转成 Base64 编码再传参？	pass→pass	10,697	5,103	-52%	1	1	0%	1,698	8,063	+375%	0	0	—
case-10 有一张模特人像照片 https://img.example.com/model.jpg，请帮我提交自动抠图任务。抠图类型应设置为什么数值？	fail→pass	10,581	4,108	-61%	1	1	0%	1,667	8,044	+383%	0	0	—
case-11 有一张发型展示照片 https://img.example.com/hair.jpg，请提交抠图任务，发丝细节抠图对应的 subType 应该传多少？	fail→pass	11,480	4,878	-58%	1	1	0%	1,821	8,320	+357%	0	0	—
case-12 我对模特上衣进行抠图，设置了 subType 为 9，另外想指定服装子类别为 top,coat。请问该字段名称是什么以及多选时如何分隔？	fail→pass	14,528	3,217	-78%	1	1	0%	2,488	7,911	+218%	0	0	—
case-13 调用获取 AI 作图结果接口后，返回的 status 字段值为 3 和 4 分别代表什么含义？	pass→pass	10,577	3,686	-65%	1	1	0%	1,684	8,032	+377%	0	0	—
case-14 如果本地的场景裂变 Bash 脚本运行后输出了 exit code 1，接下来应该如何处理？	fail→pass	14,273	7,110	-50%	1	1	0%	2,386	8,839	+270%	0	0	—
case-15 在 Windows 系统上查找 linkfox-auto-image-matting 的本地脚本时，目标脚本的文件后缀扩展名应该是什么？	pass→fail	7,236	2,348	-68%	1	1	0%	1,202	7,824	+551%	0	0	—
case-16 Base64 图片上传成功后，结果数据结构中保存上传后图片访问链接的具体字段叫什么？	fail→pass	14,612	2,946	-80%	1	1	0%	1,660	7,997	+382%	0	0	—
case-17 在场景裂变请求中设置生成图与原图相似度 strength 参数，默认值是多少？可设范围是多少？	fail→pass	10,239	1,867	-82%	1	1	0%	1,662	7,710	+364%	0	0	—
case-18 在商品替换中自定义输出尺寸 imageOutputWidth 和 imageOutputHeight 时，边长的最大限制是多少？	pass→pass	10,688	2,401	-78%	1	1	0%	1,734	7,847	+353%	0	0	—
case-19 我想在我的 Python 服务中集成紫鸟 Linkfox 的图片上传接口，请帮我写一段使用 requests 库调用 /linkfox-ai/image/v2/uploadByBase64 的 Python 示例代码并附带参数说明。	pass→pass	15,289	8,044	-47%	1	1	0%	3,093	9,144	+196%	0	0	—
case-20 请详细解释紫鸟 Linkfox 场景裂变接口中 SceneFissionParamsVo 结构体各个字段的含义、类型以及开发对接时的字段校验逻辑。	pass→pass	19,493	14,689	-25%	1	1	0%	3,350	9,898	+195%	0	0	—
case-21 我们团队正在设计一套跨境电商 AI 辅助系统，打算对接自动抠图和商品替换 API。请从架构设计和错误重试策略方面提供开发建议。	pass→pass	18,541	23,326	+26%	1	1	0%	2,966	10,143	+242%	0	0	—
case-22 调用 postImageV2MakeInfo 获取 AI 作图结果时，返回的具体结果图片列表在 JSON 响应结构中存放在哪个字段名下？包含哪些图片属性？	fail→pass	12,372	5,611	-55%	1	1	0%	2,189	8,583	+292%	0	0	—
case-23 使用场景裂变生成背景变化图时，参数 outputNum 允许设置的单次输出张数范围是多少？	pass→pass	9,538	2,159	-77%	1	1	0%	1,518	7,706	+408%	0	0	—

These cases were also screened by the skill’s intent / safety pass.See the Trust review ↗Reproduce this benchmark in Colab ↗

How this skill was measured

DecimalAI ran this skill against gemini-3.6-flash twice over the same eval suite — once with the skill loaded and once without — and compared the two runs case by case. 23 cases were attempted, and 21 counted toward the lift figure. The other 2 produced results that are not comparable between the two arms, so they are excluded from the headline rather than averaged into it. The headline lift of +43 percentage points is the difference between those two pass rates over the 21 comparable cases. 1 case got worse with the skill loaded, and it is included in that figure.

Model measured: gemini-3.6-flash
Graded by: gemini-3.6-flash
Grading method: judged
Verification: verified
Pass rate without the skill: 39.1%
Pass rate with the skill: 82.6%
Cases attempted: 23
Cases counted toward lift: 21
Cases that regressed: 1
Skill version measured: v2
Run completed: 8/3/2026, 06:18 UTC

Measured example — same prompt, with vs. without the skill · from the benchmark run · case case-09

Prompt

我要执行商品替换（shop replace）操作，手头有原商品图和目标场景背景图。请列出调用开放平台 API 时必须填写的参数名称。

Without the skill loaded, the model failed this case. With it loaded, the same prompt on the same model passed. This is one improved case from the latest verified run; every case, including any that regressed, is in the table above.

Show both answers

SkillScore blends 4 signals1 of 4 complete

BenchmarkPass rate WITH skill on a verified run83

Live evalNeeds ≥10 evaluated traces in 30 days

AI ratingNeeds ≥10 rated traces

AdoptionNeeds ≥10 serves across ≥2 orgs in 30 days

Efficiency · separate axis (at equal correctness)+0% turns+283% tokens

Shown for transparency; not credited unless a verified run shows no correctness regression.

Backed by 1 of 4 signals — each added signal makes the score more robust.

Verified on gemini-3.6-flash · re-tested 55 days ago

Model	Method	Date	Lift
gemini-3.6-flash	verified	7/28/2026	+45%

Other measured skills in the registry, with their headline benchmark lift.