基准评分

CommentKeyword 在 Agent 就绪度与 AI 可见性上的得分

概述

Instagram tool that auto-replies to keyword comments and sends instant DMs, with optional AI to continue the conversations afterwards.

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Agent 就绪度

评估 Agent 能否通过产品的官方信息理解产品，并重建一条有文档依据的工作流程。

Automated agent-readiness assessment of https://commentkeyword.com: 9 of 22 checks verified across 2 fetched pages. Machine interfaces are documented (api_reference, mcp, webhooks). Absent: agent_tooling_artifacts, response_examples, error_documentation, version_information, changelog, cli.

就绪度维度

评估维度	得分
文档质量	60
执行结果可验证性	0
机器接口	50
项目定位清晰度	100
资源可发现性	100
工作流完整度	80

对 Agent 有帮助的部分

docs: verified during this run
llms txt: verified during this run
sitemap: verified during this run
api reference: verified during this run
authentication: verified during this run
request examples: verified during this run

Agent 受阻的部分

No agent instruction files, code-distribution commands, or named slash-command skills found across fetched pages.
No response examples signal matched across 2 fetched pages.
No error documentation signal matched across 2 fetched pages.
No version information signal matched across 2 fetched pages.
No changelog signal matched across 2 fetched pages.
No cli signal matched across 2 fetched pages.

检查项	状态	详情
理解产品3/5 已核验
产品文档	已核验	Developer/documentation pages reachable from the entry page (e.g. https://commentkeyword.com/api-docs).
快速开始	部分可用	Weak signal on the entry page only: /quick ?start\|getting started\|in (five\|5)/.
API 参考	已核验	Probe matched on https://commentkeyword.com/api-docs: /api (reference\|documentation\|endpoints?)/.
请求示例	已核验	Probe matched on https://commentkeyword.com/api-docs: /curl\s+-X \|request (body\|example)\|<code>/.
响应示例	未在本次官方来源链中找到
连接接口3/4 已核验
SDK	未在本次官方来源链中找到
MCP 接口	已核验	Probe matched on the entry page: /model context protocol\|\bmcp\b(?!-)/.
Webhooks	已核验	Probe matched on the entry page: /webhooks?/.
认证文档	已核验	Probe matched on https://commentkeyword.com/api-docs: /api key\|bearer\|oauth\|access token\|authen/.
执行工作流0/6 已核验
命令行工具	未在本次官方来源链中找到
非交互式命令	不适用于该产品	No CLI was found to evaluate for this property.
命令行结构化输出	不适用于该产品	No CLI was found to evaluate for this property.
结构化导入与导出	部分可用	Weak signal on the entry page only: /(export\|import) (to )?(json\|csv\|yaml)\|bu/.
成功状态验证	未在本次官方来源链中找到
智能体工具产物	未在本次官方来源链中找到
维护与排错0/4 已核验
错误文档	未在本次官方来源链中找到
速率限制	部分可用	Weak signal on the entry page only: /rate limit\|429\|throttl\|requests per (sec/.
版本信息	未在本次官方来源链中找到
更新日志	未在本次官方来源链中找到
发现与验证3/3 已核验
llms.txt	已核验	llms.txt published at the site root (61 lines).
站点地图	已核验	sitemap.xml reachable and lists site pages.
智能体原生定位	已核验	Agent-native positioning with a concrete operational path: "The API docs provide a concrete operational path for agents via OpenAPI spec and token-based endpoints, not just claims.".