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Ezviz Open PTZ Control (萤石开放平台云台设备控制) · leoyeai | DecimalAI

leoyeai/ezviz-open-ptz-control

SkillScore84Maintained

萤石开放平台云台设备控制技能。支持设备列表查询、设备状态查询、云台控制 (PTZ)、预置点管理等功能。 Use when: 需要控制萤石云台设备、调整摄像头角度、设置预置点。 ⚠️ 安全要求：必须设置 EZVIZ_APP_KEY 和 EZVIZ_APP_SECRET 环境变量，使用最小权限凭证。

industryby leoyeai

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Coding pack

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

pip install decimalai

2 · Get the skill — writes .claude/skills/leoyeai-ezviz-open-ptz-control/SKILL.md

decimalai skills pull leoyeai-ezviz-open-ptz-control --out .claude/skills/

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

curl -fsSL --create-dirs -o .claude/skills/leoyeai-ezviz-open-ptz-control/SKILL.md https://app.decimal.ai/s/leoyeai-ezviz-open-ptz-control/SKILL.md

Raw file: /s/leoyeai-ezviz-open-ptz-control/SKILL.md ↗ · machine-readable summary at /s/leoyeai-ezviz-open-ptz-control.json ↗

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25 test cases from the publisher’s eval.yaml · each run twice on gemini-3.6-flash — with the skill injected, then without · last run 51d ago

Yes — +44% lift · at higher cost+233% tokens0% turns84% of whole cases pass with skill (21/25)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-22	✗→✓	▲ Improved	403%	0%
case-01	✗→✓	▲ Improved	490%	0%
case-13	✗→✓	▲ Improved	225%	0%
case-14	✗→✓	▲ Improved	445%	0%
case-15	✗→✓	▲ Improved	251%	0%

Showing 5 of 25 cases

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✓ 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

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Source

Imported

LeoYeAI / openclaw-master-skills

skills/ezviz-open-ptz-control/SKILL.md

View on GitHub ↗

License MITImported 8/2/2026Version v1Bundled 1 file · scripts

Skill contents

scripts/

SKILL.md

Ezviz Open PTZ Control (萤石开放平台云台设备控制)

萤石开放平台云台设备控制，支持设备查询、云台控制、预置点管理等功能。

⚠️ 安全警告 (安装前必读)

在使用此技能前，请完成以下安全检查：

| # | 检查项 | 状态 | 说明 | |---|--------|------|------| | 1 | 凭证权限 | ⚠️ 必需 | 使用最小权限的 AppKey/AppSecret，不要用主账号凭证 | | 2 | Token 缓存 | ⚠️ 注意 | Token 缓存在 /tmp/ezviz_global_token_cache/ (权限 600) | | 3 | API 域名 | ✅ 已验证 | openai.ys7.com 是萤石官方 API 端点（openai = Open API，不是 AI） | | 4 | 代码审查 | ✅ 推荐 | 审查 scripts/main.py 和 lib/token_manager.py |

🔒 凭证获取优先级

凭证获取优先级（从高到低）：

┌─────────────────────────────────────────────────────────────┐
│ 1. 环境变量 (最高优先级 - 推荐)                                │
│    ├─ EZVIZ_APP_KEY                                         │
│    └─ EZVIZ_APP_SECRET                                      │
│    ✅ 优点：不读取配置文件，完全隔离                           │
├─────────────────────────────────────────────────────────────┤
│ 2. 命令行参数 (最低优先级)                                     │
│    python3 main.py appKey appSecret <command>               │
└─────────────────────────────────────────────────────────────┘

安全建议:

✅ 最佳实践: 使用环境变量，完全避免配置文件读取
✅ 隔离配置: 在专用配置文件只存放萤石凭证，不混用其他服务
⚠️ 风险缓解: 设置环境变量覆盖配置文件（即使配置文件存在也会被忽略）

⚠️ API 域名验证

重要: openai.ys7.com 是萤石官方 API 域名（openai = Open API，不是人工智能）

bash
# 验证 API 域名连通性
curl -I https://openai.ys7.com/api/lapp/token/get

# 验证 SSL 证书
curl -vI https://openai.ys7.com/api/lapp/token/get 2>&1 | grep -A5 "SSL certificate"

# 验证域名所有权
whois ys7.com

官方文档: https://open.ys7.com/

快速安全配置

bash
# 1. 使用环境变量（优先级最高，避免配置文件意外使用）
export EZVIZ_APP_KEY="your_dedicated_app_key"
export EZVIZ_APP_SECRET="your_dedicated_app_secret"

# 2. 高安全环境：禁用 Token 缓存
export EZVIZ_TOKEN_CACHE=0

# 3. 测试凭证（推荐先用测试账号）
# 登录 https://openai.ys7.com/ 创建专用应用，仅开通云台控制相关权限

凭证优先级

技能按以下顺序获取凭证（优先级从高到低）：

环境变量 (EZVIZ_APP_KEY, EZVIZ_APP_SECRET) ← 推荐
命令行参数 (直接传入)

快速开始

安装依赖

bash
pip install requests

设置环境变量

bash
export EZVIZ_APP_KEY="your_app_key"
export EZVIZ_APP_SECRET="your_app_secret"

可选环境变量：

bash
export EZVIZ_TOKEN_CACHE="1"             # Token 缓存：1=启用 (默认), 0=禁用

Token 缓存说明:

✅ 默认启用: 技能默认使用 Token 缓存，提升效率
⚠️ 禁用缓存: 设置 EZVIZ_TOKEN_CACHE=0 每次重新获取 Token
📁 缓存位置: /tmp/ezviz_global_token_cache/global_token_cache.json
🔒 文件权限: 600 (仅所有者可读写)
⏰ 有效期: 7 天，到期前 5 分钟自动刷新

注意:

不需要设置 EZVIZ_ACCESS_TOKEN！技能会自动获取 Token

运行

bash
python3 {baseDir}/scripts/main.py

命令行参数：

bash
# 查询设备列表
python3 {baseDir}/scripts/main.py appKey appSecret list

# 查询设备状态
python3 {baseDir}/scripts/main.py appKey appSecret status BF6985110

# 查询设备能力集
python3 {baseDir}/scripts/main.py appKey appSecret capacity BF6985110

# 云台控制（向上）
python3 {baseDir}/scripts/main.py appKey appSecret ptz_start BF6985110 1 0 1

# 停止云台
python3 {baseDir}/scripts/main.py appKey appSecret ptz_stop BF6985110 1

# 调用预置点
python3 {baseDir}/scripts/main.py appKey appSecret preset_move BF6985110 1 1

工作流程

1. 获取 Token (appKey + appSecret → accessToken)
       ↓
2. 执行操作 (根据命令调用对应 API)
       ↓
3. 输出结果 (JSON + 控制台)

Token 自动获取说明

你不需要手动获取或配置 EZVIZ_ACCESS_TOKEN！

技能会自动处理 Token 的获取：

首次运行:
  appKey + appSecret → 调用萤石 API → 获取 accessToken (有效期 7 天)
  ↓
保存到缓存文件（系统临时目录）
  ↓
后续运行:
  检查缓存 Token 是否过期
  ├─ 未过期 → 直接使用缓存 Token ✅
  └─ 已过期 → 重新获取新 Token

Token 管理特性:

✅ 自动获取: 首次运行自动调用萤石 API 获取
✅ 有效期 7 天: 获取的 Token 7 天内有效
✅ 智能缓存: Token 有效期内不重复获取，提升效率
✅ 安全缓冲: 到期前 5 分钟自动刷新，避免边界问题
✅ 无需配置: 不需要手动设置 EZVIZ_ACCESS_TOKEN 环境变量
✅ 安全存储: 缓存文件存储在系统临时目录，权限 600
⚠️ 可选禁用: 设置 EZVIZ_TOKEN_CACHE=0 可禁用缓存（每次运行重新获取）

输出示例

======================================================================
Ezviz Open PTZ Control (萤石开放平台云台设备控制)
======================================================================
[Time] 2026-03-19 10:00:00
[INFO] Command: list

======================================================================
[Step 1] Getting access token...
======================================================================
[INFO] Using cached global token, expires: 2026-03-26 10:00:00
[SUCCESS] Using cached token, expires: 2026-03-26 10:00:00

======================================================================
[Step 2] Executing command...
======================================================================
[INFO] Calling API: https://openai.ys7.com/api/lapp/device/list
[SUCCESS] Device list retrieved

======================================================================
RESULT
======================================================================
  Status:     success
  Total devices:  3
  Devices:
    - dev1 (Status: online)
    - dev2 (Status: online)
    - dev3 (Status: offline)
======================================================================

支持的命令

| 命令 | 功能 | API 文档 | |------|------|----------| | list | 查询设备列表 | https://openai.ys7.com/help/680 | | status [dev] | 查询设备状态 | https://openai.ys7.com/help/681 | | capacity [dev] | 查询设备能力集 | https://openai.ys7.com/help/683 | | ptz_start [dev] [ch] [dir] [spd] | 开始云台控制 | https://openai.ys7.com/help/690 | | ptz_stop [dev] [ch] | 停止云台控制 | https://openai.ys7.com/help/691 | | preset_add [dev] [ch] | 添加预置点 | https://openai.ys7.com/help/692 | | preset_move [dev] [ch] [idx] | 调用预置点 | https://openai.ys7.com/help/694 | | preset_clear [dev] [ch] [idx] | 清除预置点 | https://openai.ys7.com/help/693 | | mirror [dev] [ch] [cmd] | 镜像翻转 | https://openai.ys7.com/help/695 |

云台控制参数

方向参数 (direction):

| 值 | 方向 | 值 | 方向 | |----|------|----|------| | 0 | 上 | 1 | 下 | | 2 | 左 | 3 | 右 | | 4 | 左上 | 5 | 左下 | | 6 | 右上 | 7 | 右下 | | 8 | 物理放大 | 9 | 物理缩小 | | 10 | 调整近焦距 | 11 | 调整远焦距 | | 16 | 自动控制 | | |

速度参数 (speed):

0 - 慢速
1 - 适中（推荐）
2 - 快速

镜像命令 (command):

0 - 上下翻转
1 - 左右翻转
2 - 中心翻转

API 接口

| 接口 | URL | 文档 | |------|-----|------| | 获取 Token | POST /api/lapp/token/get | https://openai.ys7.com/help/81 | | 设备列表 | POST /api/lapp/device/list | https://openai.ys7.com/help/680 | | 设备状态 | POST /api/lapp/device/info | https://openai.ys7.com/help/681 | | 设备能力集 | POST /api/lapp/device/capacity | https://openai.ys7.com/help/683 | | 云台启动 | POST /api/lapp/device/ptz/start | https://openai.ys7.com/help/690 | | 云台停止 | POST /api/lapp/device/ptz/stop | https://openai.ys7.com/help/691 | | 预置点管理 | POST /api/lapp/device/preset/* | https://openai.ys7.com/help/692 |

网络端点

| 域名 | 用途 | |------|------| | openai.ys7.com | 萤石开放平台 API（Token、云台控制） |

格式代码

设备状态:

online - 设备在线
offline - 设备离线
error - 状态查询失败

错误码:

200 - 操作成功
10002 - accessToken 过期
20007 - 设备不在线
20008 - 设备响应超时
60020 - 不支持该命令 (设备不支持此功能)

Tips

设备序列号: 字母需为大写
Token 有效期: 7 天（缓存有效期内不重复获取）
云台控制: 需要先调用 ptz_start 启动，再调用 ptz_stop 停止
预置点: 添加预置点后会自动返回预置点序号
设备兼容性: 消费级设备可能不支持部分高级功能

注意事项

⚠️ 设备支持: 不是所有设备都支持云台控制，请先确认设备能力集

⚠️ 权限要求: 需要设备控制权限，子账户需要 Permission: Config

⚠️ 操作谨慎: 云台控制会影响摄像头角度，请谨慎操作

⚠️ Token 安全: Token 会缓存到系统临时目录（自动管理），不写入日志，不发送到非萤石端点

🔐 Token 管理与安全

Token 缓存行为

默认行为:

✅ Token 会缓存到系统临时目录（/tmp/ezviz_global_token_cache/global_token_cache.json）
✅ 缓存有效期 7 天（与 Token 实际有效期一致）
✅ 到期前 5 分钟自动刷新
✅ 缓存文件权限 600（仅当前用户可读写）

为什么缓存 Token:

⚡ 性能: 避免每次运行都调用 API 获取 Token（减少等待时间）
🌐 稳定性: 减少 API 调用次数，降低网络失败风险
💰 限流保护: 避免频繁调用触发 API 限流

禁用 Token 缓存

如果您不希望 Token 被持久化，可以通过以下方式禁用缓存：

方法 1: 环境变量

bash
export EZVIZ_TOKEN_CACHE=0
python3 scripts/main.py ...

方法 2: 修改代码

python
from token_manager import get_cached_token

# 禁用缓存
token_result = get_cached_token(app_key, app_secret, use_cache=False)

缓存文件位置

| 系统 | 路径 | |------|------| | macOS | /var/folders/xx/xxxx/T/ezviz_global_token_cache/ | | Linux | /tmp/ezviz_global_token_cache/ | | Windows | C:\Users\{user}\AppData\Local\Temp\ezviz_global_token_cache\ |

查看缓存:

bash
# macOS/Linux
ls -la /tmp/ezviz_global_token_cache/
cat /tmp/ezviz_global_token_cache/global_token_cache.json

# 清除缓存
rm -rf /tmp/ezviz_global_token_cache/

验证命令

bash
# 1. 验证缓存文件权限
ls -la /tmp/ezviz_global_token_cache/global_token_cache.json
# 应该显示：-rw------- (600)

# 2. 验证缓存内容
cat /tmp/ezviz_global_token_cache/global_token_cache.json | python3 -m json.tool

# 3. 验证禁用缓存
export EZVIZ_TOKEN_CACHE=0
python3 scripts/main.py ...
# 应该显示 "Getting access token from Ezviz API" 而不是 "Using cached global token"

🔒 安全建议

1. 使用最小权限凭证

创建专用的 appKey/appSecret，仅开通必要的 API 权限
不要使用主账号凭证
定期轮换凭证（建议每 90 天）

2. 环境变量安全

bash
# 推荐：使用 .env 文件（不要提交到版本控制）
echo "EZVIZ_APP_KEY=your_key" >> .env
echo "EZVIZ_APP_SECRET=your_secret" >> .env
chmod 600 .env

# 加载环境变量
source .env

3. 禁用缓存（高安全场景）

如果您在共享计算机或高安全环境中使用：

bash
export EZVIZ_TOKEN_CACHE=0  # 禁用缓存
python3 scripts/main.py ...

4. 定期清理缓存

bash
# 清除所有缓存的 Token
rm -rf /tmp/ezviz_global_token_cache/

5. 代码完整性验证

bash
# 验证 Python 语法
python3 -m py_compile scripts/main.py lib/token_manager.py

# 验证 AST（确保无截断）
python3 -c "import ast; ast.parse(open('scripts/main.py').read()); ast.parse(open('lib/token_manager.py').read()); print('✅ Code integrity verified')"

# 检查文件行数（应 > 300 行）
wc -l scripts/main.py lib/token_manager.py

✅ 安全审计清单 (安装前完成)

根据安全审计建议，请在安装前完成以下检查：

安装前检查

] 审查代码 — 阅读 scripts/main.py 和 lib/token_manager.py
] 验证 API 域名 — 确认 openai.ys7.com 是萤石官方端点（openai = Open API，不是 AI）
] 验证代码完整性 — 运行 python3 -m py_compile 检查语法，确认无截断
] 准备测试凭证 — 创建专用萤石应用，仅开通云台控制相关权限
] 确认缓存位置 — 确认 /tmp/ezviz_global_token_cache/ 可接受

安装时配置

] 使用环境变量 — 优先使用 EZVIZ_APP_KEY 等环境变量
] 禁用缓存 (可选) — 高安全环境设置 EZVIZ_TOKEN_CACHE=0
] 最小权限凭证 — 不要使用主账号凭证

安装后验证

] 验证缓存权限 — 确认缓存文件权限为 600
] 测试功能 — 使用测试设备验证云台控制功能
] 监控日志 — 检查 API 调用是否正常
] 验证代码完整性 — 确认文件完整无截断（wc -l 检查行数）

持续维护

] 定期轮换凭证 — 建议每 90 天轮换一次
] 清理缓存 — 高安全环境使用后清除缓存
] 监控异常 — 关注异常 API 调用或错误

使用场景

| 场景 | 命令 | 说明 | |------|------|------| | 📋 查看设备 | list | 获取所有设备列表 | | 🔍 检查状态 | status [dev] | 查看设备是否在线 | | 🎮 云台控制 | ptz_start / ptz_stop | 调整摄像头角度 | | 📍 保存位置 | preset_add | 保存当前位置为预置点 | | 🎯 调用位置 | preset_move [idx] | 移动到预置点 | | 🔄 镜像翻转 | mirror [cmd] | 翻转摄像头画面 |

⚠️ 域名说明

为什么是 openai.ys7.com 而不是 open.ys7.com？

| 域名 | 用途 | 说明 | |------|------|------| | openai.ys7.com | ✅ API 接口 | 萤石开放平台 API 专用域名（openai = Open API，不是人工智能） | | open.ys7.com | 🌐 官方网站 | 萤石开放平台官网/文档入口 |

官方文档: https://open.ys7.com/

安全提示:

✅ openai.ys7.com 是萤石官方 API 域名
✅ 两个域名都属于萤石（ys7.com）
⚠️ 如果担心域名安全，先用测试凭证验证

更新日志

| 日期 | 版本 | 变更 | 说明 | |------|------|------|------| | 2026-03-19 | 1.0.5 | 添加代码完整性验证 | 回应审核关切，添加语法验证和代码完整性检查 | | 2026-03-19 | 1.0.5 | 添加 API 域名验证说明 | 明确 openai.ys7.com 是萤石官方 API（Open API） | | 2026-03-19 | 1.0.5 | 完善安全审计清单 | 添加代码审查和完整性验证步骤 | | 2026-03-19 | 1.0.4 | 参考设备抓图技能格式 | 统一 metadata 格式、安全警告、凭证优先级说明 | | 2026-03-19 | 1.0.3 | 整合元数据到 SKILL.md | 移除单独文件，所有信息整合到 SKILL.md | | 2026-03-19 | 1.0.2 | 添加 Token 缓存支持 | 使用全局 Token 管理器，与设备抓图技能一致 |

最后更新: 2026-03-19 版本: 1.0.5 (代码完整性验证版)

作者: EzvizOpenTeam 主页: https://openai.ys7.com/ 许可证: MIT-0

Illustrative Want to see what leoyeai/ezviz-open-ptz-control 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

8/8/2026, 04:17 UTC · 25 cases

Lift

+44%

84% vs 40%

Agent turns

0%

1.0 vs 1.0

Tokens

+233%

5,784.55 vs 1,739.23

fail → pass · 11pass → pass · 10fail → fail · 4

Per-case results (25)

Case	Status	Duration (ms)			Turns			Tokens			Tool calls
Case	Status	Without	With	Δ	Without	With	Δ	Without	With	Δ	Without	With	Δ
case-22 An API response from an Ezviz PTZ command returns code `60020`. What is the cause of this error?	fail→pass	5,992	3,914	-35%	1	1	0%	1,137	5,720	+403%	0	0	—
case-01 I need to adjust my living room security camera (serial number BF6985110). Please tilt the camera view upwards at a moderate speed to check the ceiling area, and then stop moving it. Give me a clear status response indicating if the movement command executed successfully.	fail→pass	16,675	15,658	-6%	1	1	0%	1,183	6,979	+490%	0	0	—
case-02 Could you direct my courtyard camera BF6985110 to navigate to preset location number 2? Once completed, provide a brief summary confirmation showing whether the preset recall succeeded.	fail→fail	5,647	6,332	+12%	1	1	0%	978	5,394	+452%	0	0	—
case-03 Can you fetch the list of all Ezviz cameras linked to my account and display their current connectivity status? Please format the result as a structured overview listing each device and whether it is online or offline.	fail→fail	4,350	6,882	+58%	1	1	0%	701	5,603	+699%	0	0	—
case-04 I want to open a raw RTSP video stream from my Ezviz camera in VLC player or ffmpeg. How can I extract the H.264 stream URL and decode the live video stream on my local machine?	fail→fail	10,561	10,726	+2%	1	1	0%	2,188	7,216	+230%	0	0	—
case-05 I need to upgrade the cloud storage subscription plan and update billing details for my Ezviz camera BF6985110. Can you perform the subscription purchase through this CLI script?	pass→pass	4,068	4,657	+14%	1	1	0%	832	6,012	+623%	0	0	—
case-06 I am physically mounting my new Ezviz PTZ camera onto an exterior brick wall. What physical drill bit sizes, mounting bracket screws, and wiring procedures should I follow?	fail→fail	15,141	12,918	-15%	1	1	0%	2,624	7,259	+177%	0	0	—
case-07 How do I trigger a fast downward PTZ movement on Ezviz camera C12345678 on channel 1 using the CLI runner script?	pass→pass	10,327	3,837	-63%	1	1	0%	2,285	5,972	+161%	0	0	—
case-08 Generate the CLI execution command to rotate Ezviz camera BF11223344 left at slow speed on channel 1.	pass→pass	7,239	4,634	-36%	1	1	0%	1,450	5,888	+306%	0	0	—
case-09 I want to pan right on Ezviz camera BF99887766 channel 1 at moderate speed. What exact CLI command line should be executed?	pass→pass	10,666	5,115	-52%	1	1	0%	2,164	6,024	+178%	0	0	—
case-10 I need to zoom in optically on Ezviz device BF6985110 channel 1 using PTZ control. What numerical direction code represents physical zoom in?	pass→pass	5,735	2,701	-53%	1	1	0%	1,290	5,541	+330%	0	0	—
case-11 What numerical direction code is passed to `ptz_start` to zoom out (physical zoom out) on an Ezviz PTZ camera?	pass→pass	6,766	2,012	-70%	1	1	0%	1,253	5,431	+333%	0	0	—
case-12 I want to save the current camera view on Ezviz device BF6985110 channel 1 as a new preset location. Which CLI command handles preset addition?	pass→pass	10,855	3,483	-68%	1	1	0%	2,024	5,672	+180%	0	0	—
case-13 How do I delete preset location index 3 from Ezviz camera BF6985110 on channel 1?	fail→pass	9,414	3,253	-65%	1	1	0%	1,730	5,628	+225%	0	0	—
case-14 My Ezviz camera BF6985110 is mounted upside down on the ceiling. Which command flips the video feed vertically (up-down flip)?	fail→pass	4,927	4,155	-16%	1	1	0%	1,077	5,868	+445%	0	0	—
case-15 Which mirror command code performs a horizontal (left-right) flip on Ezviz camera channel 1?	fail→pass	8,406	1,892	-77%	1	1	0%	1,517	5,329	+251%	0	0	—
case-16 In a high-security automated deployment, I want to completely disable temporary local file token caching for Ezviz API calls. How do I configure this via environment variable?	fail→pass	10,070	3,857	-62%	1	1	0%	2,112	5,843	+177%	0	0	—
case-17 Where is the global Ezviz token cache JSON file stored by default on Linux environments, and what file permissions are assigned to it?	fail→pass	9,369	1,764	-81%	1	1	0%	2,006	5,237	+161%	0	0	—
case-23 What is the highest-priority method to supply AppKey and AppSecret credentials to the Ezviz control script without passing them in cleartext command arguments?	pass→pass	7,105	2,830	-60%	1	1	0%	1,510	5,587	+270%	0	0	—
case-18 How do I query the supported hardware capabilities (such as PTZ or mirror support) for Ezviz device BF6985110?	pass→pass	10,969	4,181	-62%	1	1	0%	2,416	5,921	+145%	0	0	—
case-19 What script command checks whether a specific Ezviz device BF6985110 is currently online or offline?	fail→pass	9,459	2,472	-74%	1	1	0%	2,151	5,411	+152%	0	0	—
case-20 When auditing network calls for Ezviz open API commands, which official API domain endpoint should be allowed through the outbound firewall?	fail→pass	7,210	3,486	-52%	1	1	0%	1,339	5,631	+321%	0	0	—
case-21 When running a PTZ command, the Ezviz API response returns error code `20007`. What does this error code indicate?	fail→pass	7,257	2,427	-67%	1	1	0%	1,321	5,435	+311%	0	0	—
case-24 What numerical direction parameter is passed to `ptz_start` for automatic PTZ control mode?	fail→pass	11,996	1,397	-88%	1	1	0%	2,695	5,195	+93%	0	0	—
case-25 What numerical direction codes are used with `ptz_start` to adjust near focus and far focus on an Ezviz camera?	pass→pass	4,989	2,173	-56%	1	1	0%	1,142	5,440	+376%	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. 25 cases were attempted, and 22 counted toward the lift figure. The other 3 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 +44 percentage points is the difference between those two pass rates over the 22 comparable cases.

Model measured: gemini-3.6-flash
Graded by: gemini-3.6-flash
Grading method: judged
Verification: verified
Pass rate without the skill: 40%
Pass rate with the skill: 84%
Cases attempted: 25
Cases counted toward lift: 22
Cases that regressed: 0
Skill version measured: v1
Run completed: 8/8/2026, 04:17 UTC

Measured example — same prompt, with vs. without the skill · from the benchmark run · case case-22

Prompt

An API response from an Ezviz PTZ command returns code `60020`. What is the cause of this error?

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 run84

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+251% 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 50 days ago

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