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Tencent IMA OpenAPI skill for notes and knowledge base management.
Passed 16 of 20 test cases with the skill, and 7 of 20 without it.
and 12 more in the full report
10 fixed8 passed either way4 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 10 test cases the skill fixed. Same model, same prompt, with and without the skill.
In my native cURL request to https://ima.qq.com/api/v1/kb/search, what custom HTTP header name carries the API key secret?
| Checked | Without skill | With skill |
|---|---|---|
| Uses header name ima-openapi-apikey. | Missed | Passed |
The instructions your model reads when the skill loads.
统一的 IMA OpenAPI 技能，支持笔记管理和知识库操作。
方式 A — 配置文件： mkdir -p ~/.config/ima echo "your_client_id" > ~/.config/ima/client_id echo "your_api_key" > ~/.config/ima/api_key
方式 B — 环境变量： export IMA_OPENAPI_CLIENTID="your_client_id" export IMA_OPENAPI_APIKEY="your_api_key"
ima_api() {
local path="$1" body="$2"
curl -s -X POST "https://ima.qq.com/$path"
-H "ima-openapi-clientid: $IMA_CLIENT_ID"
-H "ima-openapi-apikey: $IMA_API_KEY"
-H "Content-Type: application/json"
-d "$body"
}
| 用户意图 | 模块 |
|---|---|
| 搜索/浏览/创建/编辑笔记 | notes |
| 上传文件/添加网页/搜索知识库 | knowledge-base |
IMA 笔记 API 封装，需设置 IMA_OPENAPI_CLIENTID 和 IMA_OPENAPI_APIKEY。
test cases passed, vs 7 / 20 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.