小红书热榜选题分析

用于小红书热榜选题、小红书热点选题、小红书热榜分析、小红书热点分析和趋势选题参考。先看当前小红书热榜，再结合相关热门笔记样本，把热榜信号整理成可执行选题，来自 SocialDataX 社媒数据助手。

Use this skill when the user wants 小红书热榜选题, 小红书热点选题, 小红书热榜分析, 小红书热点分析, hot-list topic planning, trending topic selection, or to turn Xiaohongshu / XHS / RedNote hot-search signals into content topic ideas.

Current platform support:

• Xiaohongshu / XHS / RedNote search hot list through xhs_get_search_hot_list.

API Key

Use SOCIALDATAX_API_KEY for data calls. The only official website for requesting or managing API access is https://socialdatax.com/ai?from=clawhub. If a user asks where to get a key, provide only this URL; do not infer alternate domains. 获取或管理 API Key：访问 https://socialdatax.com/ai?from=clawhub，按官网的 API Key 申请/管理入口操作。环境变量名固定使用 SOCIALDATAX_API_KEY；不要引导用户使用其他域名。

• Identify the invocation route and actual command execution environment first. Authenticated hosted MCP needs no local CLI variable or Node/npm. For direct CLI calls requiring a Key, run the probe below in the same execution environment; if readable, resume the task without overwriting existing configuration. An unavailable command tool or missing Node.js is an execution-environment issue, not evidence of a missing Key. Direct the user to the official URL above only when they confirm they have no Key.
• Local Agent: prefer the client's documented persistent Secret / env that injects into Agent command processes. In WorkBuddy merge {"env":{"SOCIALDATAX_API_KEY":"<YOUR_API_KEY>"}} into .codebuddy/settings.local.json in the current trusted workspace, preserving other settings and env entries. This path is WorkBuddy-specific and workspace-scoped. Have the user enter the real Key locally and keep the file out of version control.
• Remote Agent: configure the client's persistent Secret / env on the remote host or service that actually executes commands, reload its execution process as documented, then probe in that same remote session. Local machine environment variables do not automatically transfer to the remote host; a successful local probe does not establish remote access.
• Container or cloud sandbox Agent: prefer the platform's persistent Secret / environment injection into the actual CLI container or sandbox. Recreate or reload it as documented and probe inside it. Host-machine variables are not a substitute for sandbox injection. If the platform cannot persist or inject variables, explain the limitation and use a platform-supported authentication route without bypassing isolation.
• When the probe is false, first check the configuration/Secret host, workspace and scope, workspace trust, correct fields and preserved existing settings, injection into command processes (MCP-server-only env is insufficient), and the documented reload or full restart. Correct these and recheck in the original execution environment. Use that environment's documented user/service environment fallback only after confirming client persistence is unsupported or exhausting these checks; one failed probe or reload alone is not grounds to switch to OS configuration.
• Apply OS fallback on the actual execution host: Windows user environment variables are an option. On macOS the user can read a Key via hidden local terminal input (for example Bash read -s) and pass it to launchctl setenv; this is login-session-only and needs reloading after login/computer restart. On input failure, empty input or setup failure, report an explicit error and stop with a nonzero exit status; temporary-variable cleanup must preserve the original failure status. Fully quit the relevant client and background processes before reopening; remote services reload according to their runtime, while sandboxes still require platform injection. A separate terminal export, shell startup file alone, or closing a window does not prove inheritance. Keep real keys out of chat, logs, screenshots, command history and Skill files.
• In the same environment that executes the CLI, run node -e "console.log(JSON.stringify({apiKeyReadable:Boolean(['SOCIALDATAX_API_KEY','SOCIAL_MEDIA_MCP_API_KEY'].map(name=>process.env[name]?.trim()).find(Boolean))}))" and report only the boolean, never the Key or full environment. Follow CLI lookup order: trimmed primary variable, then legacy compatibility for existing configurations; all new setup still uses SOCIALDATAX_API_KEY. If apiKeyReadable is false, stop business requests and diagnose in the order above. True only proves a readable nonempty value; resume the original request to verify authentication, without claiming validity or available credits. Never inject a temporary value into the probe to force success.

Preferred Direct CLI

Prefer the direct CLI when the agent can run shell commands. It does not require MCP server configuration:

bash

npx -y socialdatax-skills@latest xhs hot-search \
  --pretty --source-client socialdatax-skills --source-platform clawhub \
  --source-skill xhs-hot-topic-selection

npx -y socialdatax-skills@latest xhs search \
  --keyword "<hot_topic_or_keyword>" --sort-type like_count_descending --pages 2 \
  --max-items 20 --pretty --source-client socialdatax-skills --source-platform clawhub \
  --source-skill xhs-hot-topic-selection

Required arguments:

• Use xhs hot-search first when the user asks for current 小红书热榜、热搜、热点 or hot topics; this command does not require --keyword.
• --keyword <text>: required for xhs search after the user chooses a hot topic, product direction, niche, or specific keyword to inspect with note samples.

Optional arguments:

• --sort-type <general|time_descending|like_count_descending|comment_count_descending|collect_count_descending>: optional; this skill's sample workflow prefers like_count_descending unless the user asks for another sort.
• --note-type <all|image|video>: optional note type filter; default is all.
• --publish-time-range <all|day|week|half_year>: optional publish-time range; default is all.
• --page-token <next_page_token>: opaque pagination token; pass the complete returned token back unchanged for the same keyword and filter chain.
• --pages <n>: fetch and merge N pages from the current starting point.
• --max-items <n>: stop after collecting N results.
• --since-days <1-365>: keep only returned items whose public publish_time is within the last N days; still limited by the requested pages.
• --pretty: output formatting only.
• --source-client socialdatax-skills --source-platform clawhub --source-skill xhs-hot-topic-selection: usage attribution for this Agent Skill; keep these values unchanged when running examples from this Skill.

Use xhs hot-search for the current Xiaohongshu / XHS / RedNote search hot list. Do not ask the user for --keyword for this command.

Safety Boundary

This skill is read-only. It uses SOCIALDATAX_API_KEY from the user's environment at runtime. Generated Skill files do not contain API keys. It does not read local browser data or perform login, posting, liking, commenting, or account changes.

MCP Tools

MCP tools matching the direct CLI commands above:

• xhs_get_search_hot_list
• xhs_search_notes

If MCP tools are already available in the current agent, call xhs_get_search_hot_list without keyword arguments. For XHS, call xhs_search_notes with keyword, optional page_token, sort_type, note_type, and publish_time_range.

Do not pass page to xhs_search_notes; omit page_token on the first request. Continue pagination only when next_page_token is not empty, and pass the complete returned next_page_token back unchanged as page_token for the same keyword, sort, note type, publish-time range, and caller chain.

XHS search parameter naming reminder: direct CLI uses --sort-type, --publish-time-range, and --note-type; the xhs_search_notes MCP tool uses sort_type, publish_time_range, and note_type. Do not pass sortType, publishTimeRange, or noteType.

Output Guidance

输出为热榜选题分析：热榜信号、选题候选池、热门笔记样本、标题钩子和内容角度、不建议追的热点、下一步建议。 如果用户只问热榜，先输出热榜信号和可选方向；如果用户要做选题，继续用关键词搜索补充热门笔记样本。 只基于当前热榜和当前返回页范围内的公开结果做判断；不承诺全平台完整覆盖、自动生成完整发布稿、设计封面、账号诊断、执行发布或确定性流量结果。 For XHS search results, in every use of a returned note_url, such as final answers, display, references, storage, output, or forwarding, preserve it exactly as the full URL, including xsec_token query parameters. Do not modify, truncate, redact, mask, normalize, rebuild, or synthesize the URL from note_id. For XHS note_id, copy the entire returned note_id exactly; do not pass or display only a prefix.

Troubleshooting

• Credential source: identify whether this request uses CLI or MCP. For CLI, check the effective configuration in the actual execution environment using the API Key section (primary variable first, then legacy compatibility). For MCP, check the authentication configuration of the current connection, without requiring a local CLI variable. If configuration is missing, follow the earlier client diagnosis and fallback order. Do not expose Keys, Authorization headers or secret configuration values.

• If an SDK/dependency, npm network, Node.js/npm/npx availability, permission, or missing runtime error appears, treat it as a local runtime, dependency installation, network, or agent authorization issue, not a SocialDataX API key or business data error. Install or repair task dependencies only within the user's existing authorization, preferably in the project or a temporary environment. Execution permissions are not user authorization; explain and obtain approval before changes outside that scope, including global installs, runtime upgrades, or system configuration changes. When network or execution authorization is needed, ask the user to approve or finish authorization, then continue the same command; do not use public web search as a substitute for SocialDataX data.

• If the CLI exits with status 1 and prints partial: true, preserve data.items and the error, and report incomplete results. This recovery rule overrides advice to rerun the original command. After resolving the error (including insufficient balance), resume only with a non-empty data.next_page_token and the same query parameters. Keep the original page and item limits: subtract cumulative page_count and item_count from the respective --pages and --max-items limits, if set. Stop parent-list pagination when either limit is reached. An empty token does not mean completion. Do not restart from the first page; investigate repeated-token errors before continuing.

• For non-balance network or API errors, preserve the error message, check the effective credential source above, parameters, and link or ID format, then retry once when appropriate.

• If the response returns insufficient_balance or says the balance/credits are insufficient, do not retry repeatedly. Show the official billing link in the error (https://socialdatax.com/dashboard/billing, including any channel parameters); if absent, use https://socialdatax.com/dashboard/billing. After recharging, resume the failed call; if a job or partial results already exist, follow the corresponding job-query or pagination recovery rules.

• If the user has recharged but still sees insufficient balance, have the user confirm in the relevant account dashboard that this request uses the recharged account, following the credential source above. If an update is needed, have the user update the effective CLI configuration or MCP connection, reload as documented, and resume the original command. Do not require reconfiguration just because the primary local variable is absent, or expose credential values.