{"id":"97058227-c1c2-4aaa-8068-0a191cf8e700","entityType":"agent","slug":"clawhub-huoguang16-cn-trends-aggregator","name":"CN Trends Aggregator","canonicalUrl":"https://www.xpersona.co/agent/clawhub-huoguang16-cn-trends-aggregator","canonicalPath":"/agent/clawhub-huoguang16-cn-trends-aggregator","generatedAt":"2026-10-09T20:17:57.387Z","source":"CLAWHUB","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"editorial-content","verified":true,"confidence":"high","updatedAt":"2026-10-09T11:08:31.026Z","emptyReason":null},"description":"中文+全球热榜聚合器。一键获取百度热榜、今日头条、V2EX、Hacker News、GitHub 热门新项目。Use when: user asks about trending topics, hot searches, what's popular, today's hot news, tech trends... Skill: CN Trends Aggregator Owner: huoguang16 Summary: 中文+全球热榜聚合器。一键获取百度热榜、今日头条、V2EX、Hacker News、GitHub 热门新项目。Use when: user asks about trending topics, hot searches, what's popular, today's hot news, tech trends... Tags: aggregator:1.0.0, baidu:1.0.0, github:1.0.0, hackernews:1.0.0, hot:1.0.0, latest:1.0.0, news:1.0.0, trending:1.0.0, trends:1.0.0, v2ex:1.0.0 Version history: v1.0.0 | 2026-03-30T04:59:44.242Z | auto","descriptionLabel":"Technical summary","evidenceSummary":"Capability contract not published. No trust telemetry is available yet. 2.9K downloads reported by the source. 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This package is likely designed for quick installation with minimal external side-effects.","Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data."],"contract":{"contractStatus":"missing","authModes":[],"requires":[],"forbidden":[],"supportsMcp":false,"supportsA2a":false,"supportsStreaming":false,"inputSchemaRef":null,"outputSchemaRef":null,"dataRegion":null,"contractUpdatedAt":null,"sourceUpdatedAt":null,"freshnessSeconds":null},"invocationGuide":{"preferredApi":{"snapshotUrl":"https://www.xpersona.co/api/v1/agents/clawhub-huoguang16-cn-trends-aggregator/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/clawhub-huoguang16-cn-trends-aggregator/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/clawhub-huoguang16-cn-trends-aggregator/trust"},"curlExamples":["curl -s \"https://www.xpersona.co/api/v1/agents/clawhub-huoguang16-cn-trends-aggregator/snapshot\"","curl -s \"https://www.xpersona.co/api/v1/agents/clawhub-huoguang16-cn-trends-aggregator/contract\"","curl -s \"https://www.xpersona.co/api/v1/agents/clawhub-huoguang16-cn-trends-aggregator/trust\""],"jsonRequestTemplate":{"query":"summarize this repo","constraints":{"maxLatencyMs":2000,"protocolPreference":["OPENCLEW"]}},"jsonResponseTemplate":{"ok":true,"result":{"summary":"...","confidence":0.9},"meta":{"source":"CLAWHUB","generatedAt":"2026-10-09T20:17:57.386Z"}},"retryPolicy":{"maxAttempts":3,"backoffMs":[500,1500,3500],"retryableConditions":["HTTP_429","HTTP_503","NETWORK_TIMEOUT"]}},"endpoints":{"dossierUrl":"https://www.xpersona.co/api/v1/agents/clawhub-huoguang16-cn-trends-aggregator/dossier","snapshotUrl":"https://www.xpersona.co/api/v1/agents/clawhub-huoguang16-cn-trends-aggregator/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/clawhub-huoguang16-cn-trends-aggregator/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/clawhub-huoguang16-cn-trends-aggregator/trust"}},"reliability":{"evidence":{"source":"runtime-metrics","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No trust, reliability, or runtime telemetry is available."},"trust":{"status":"unavailable","handshakeStatus":"UNKNOWN","verificationFreshnessHours":null,"reputationScore":null,"p95LatencyMs":null,"successRate30d":null,"fallbackRate":null,"attempts30d":null,"trustUpdatedAt":null,"trustConfidence":"unknown","sourceUpdatedAt":null,"freshnessSeconds":null},"decisionGuardrails":{"doNotUseIf":["Contract metadata is missing or unavailable for deterministic execution."],"safeUseWhen":[],"riskFlags":["missing_or_unavailable_contract","trust_data_unavailable","schema_references_missing"],"operationalConfidence":"low"},"executionMetrics":{"observedLatencyMsP50":null,"observedLatencyMsP95":null,"estimatedCostUsd":null,"uptime30d":null,"rateLimitRpm":null,"rateLimitBurst":null,"lastVerifiedAt":null,"verificationSource":null},"runtimeMetrics":{"successRate":null,"avgLatencyMs":null,"avgCostUsd":null,"hallucinationRate":null,"retryRate":null,"disputeRate":null,"p50Latency":null,"p95Latency":null,"lastUpdated":null}},"benchmarks":{"evidence":{"source":"no-benchmark-data","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No benchmark suites or observed failure patterns are available."},"suites":[],"failurePatterns":[]},"artifacts":{"evidence":{"source":"CLAWHUB","verified":false,"confidence":"high","updatedAt":"2026-10-09T11:08:31.026Z","emptyReason":null},"readme":"Skill: CN Trends Aggregator\n\nOwner: huoguang16\n\nSummary: 中文+全球热榜聚合器。一键获取百度热榜、今日头条、V2EX、Hacker News、GitHub 热门新项目。Use when: user asks about trending topics, hot searches, what's popular, today's hot news, tech trends...\n\nTags: aggregator:1.0.0, baidu:1.0.0, github:1.0.0, hackernews:1.0.0, hot:1.0.0, latest:1.0.0, news:1.0.0, trending:1.0.0, trends:1.0.0, v2ex:1.0.0\n\nVersion history:\n\nv1.0.0 | 2026-03-30T04:59:44.242Z | auto\n\nInitial release of CN Hot Trends, a Chinese & global trending topics aggregator.\n\n- Aggregates hot topics from Baidu, Toutiao, V2EX, Hacker News, and GitHub.\n- Provides flexible command-line options for source selection, output format (JSON, text, markdown), limit, and proxy usage.\n- Supports daily briefings and hot trend discovery, including tech and open-source project highlights.\n- Proxy support included for sources that require it (V2EX, HN, GitHub).\n\nArchive index:\n\nArchive v1.0.0: 4 files, 5274 bytes\n\nFiles: scripts/fetch_trends.py (7610b), skill-card.md (2012b), SKILL.md (2049b), _meta.json (139b)\n\nFile v1.0.0:SKILL.md\n\n---\nname: cn-hot-trends\ndescription: \"中文+全球热榜聚合器。一键获取百度热榜、今日头条、V2EX、Hacker News、GitHub 热门新项目。Use when: user asks about trending topics, hot searches, what's popular, today's hot news, tech trends, or wants a daily briefing. Triggers on: 热榜、热搜、趋势、trending、hot、what's popular、daily briefing.\"\n---\n\n# CN Hot Trends — 中文+全球热榜聚合\n\n## Quick Start\n\n```bash\npython3 scripts/fetch_trends.py --proxy http://127.0.0.1:7897 --format markdown\n```\n\n## Data Sources\n\n| Source | ID | Content | Auth |\n|--------|----|---------|------|\n| 百度热榜 | `baidu` | 实时热搜，7M+ 热度值 | No |\n| 今日头条 | `toutiao` | 头条热榜 | No |\n| V2EX | `v2ex` | 技术社区热帖 + 回复数 | No |\n| Hacker News | `hn` | 全球科技热帖 + 分数 | No |\n| GitHub | `github` | 近 7 天热门新项目 | No |\n\n## Usage\n\n```bash\n# All sources, markdown output\npython3 scripts/fetch_trends.py --format markdown\n\n# Specific sources, JSON output\npython3 scripts/fetch_trends.py --sources baidu,v2ex --format json --limit 5\n\n# With proxy (needed for V2EX, HN, GitHub)\npython3 scripts/fetch_trends.py --proxy http://127.0.0.1:7897\n\n# Plain text\npython3 scripts/fetch_trends.py --format text --limit 10\n```\n\n## Options\n\n| Flag | Default | Description |\n|------|---------|-------------|\n| `--sources` | `baidu,toutiao,v2ex,hn,github` | Comma-separated source IDs |\n| `--limit` | `10` | Items per source |\n| `--format` | `json` | Output: `json`, `text`, `markdown` |\n| `--proxy` | none | HTTP proxy URL |\n\n## Output Formats\n\n- **json**: Structured data, good for further processing\n- **text**: Human-readable plain text\n- **markdown**: Formatted tables, good for chat/email output\n\n## Tips\n\n- Baidu and Toutiao work without proxy; V2EX/HN/GitHub need proxy in some regions\n- Combine with AI analysis: fetch trends → summarize → identify patterns\n- Use `--sources github` to discover trending open-source projects\n- Pair with cron for daily automated briefings\n\nFile v1.0.0:_meta.json\n\n{\n  \"ownerId\": \"kn7agc6e5trja58mf08bkzfke583xvqz\",\n  \"slug\": \"cn-trends-aggregator\",\n  \"version\": \"1.0.0\",\n  \"publishedAt\": 1774846784242\n}\n\nFile v1.0.0:skill-card.md\n\n## Description:\n\nAggregates Chinese and global trending topics from Baidu, Toutiao, V2EX, Hacker News, and GitHub for trend discovery and briefings.\n\nThis skill is ready for commercial/non-commercial use.\n\n## Publisher:\n\n[huoguang16](https://clawhub.ai/user/huoguang16)\n\n### License/Terms of Use:\n\nMIT-0\n\n## Use Case:\n\nExternal users, developers, and analysts use this skill to fetch public hot topics and technology trends for daily briefings, summaries, and downstream automation.\n\n### Deployment Geography for Use:\n\nGlobal\n\n## Known Risks and Mitigations:\n\nRisk: Trend titles, links, and summaries come from external public services and may contain inaccurate, misleading, or unsafe content.\n\nMitigation: Treat fetched trend data as untrusted input, prefer JSON for downstream automation, and review or sanitize content before publishing, executing links, or feeding it into other workflows.\n\n## Reference(s):\n\n- [ClawHub Skill Page](https://clawhub.ai/huoguang16/skills/cn-trends-aggregator)\n- [Baidu Hot Board](https://top.baidu.com/board?tab=realtime)\n- [Toutiao Hot Board](https://www.toutiao.com/hot-event/hot-board/?origin=toutiao_pc)\n- [V2EX Hot Topics API](https://www.v2ex.com/api/topics/hot.json)\n- [Hacker News Firebase API](https://hacker-news.firebaseio.com/v0/topstories.json)\n- [GitHub Repository Search API](https://api.github.com/search/repositories)\n\n## Skill Output:\n\n**Output Type(s):** [Text, Markdown, JSON, Shell commands]\n\n**Output Format:** [JSON, plain text, or Markdown tables]\n\n**Output Parameters:** [1D]\n\n**Other Properties Related to Output:** [Network-derived public trend data with source selection, item limit, and optional HTTP proxy support.]\n\n## Skill Version(s):\n\n1.0.0 (source: server release metadata)\n\n## Ethical Considerations:\n\nUsers should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment.","readmeExcerpt":"Skill: CN Trends Aggregator Owner: huoguang16 Summary: 中文+全球热榜聚合器。一键获取百度热榜、今日头条、V2EX、Hacker News、GitHub 热门新项目。Use when: user asks about trending topics, hot searches, what's popular, today's hot news, tech trends... Tags: aggregator:1.0.0, baidu:1.0.0, github:1.0.0, hackernews:1.0.0, hot:1.0.0, latest:1.0.0, news:1.0.0, trending:1.0.0, trends:1.0.0, v2ex:1.0.0 Version history: v1.0.0 | 2026-03-30T04:59:44.242Z | auto","codeSnippets":[],"executableExamples":[{"language":"bash","snippet":"python3 scripts/fetch_trends.py --proxy http://127.0.0.1:7897 --format markdown"},{"language":"bash","snippet":"# All sources, markdown output\npython3 scripts/fetch_trends.py --format markdown\n\n# Specific sources, JSON output\npython3 scripts/fetch_trends.py --sources baidu,v2ex --format json --limit 5\n\n# With proxy (needed for V2EX, HN, GitHub)\npython3 scripts/fetch_trends.py --proxy http://127.0.0.1:7897\n\n# Plain text\npython3 scripts/fetch_trends.py --format text --limit 10"}],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[{"path":"SKILL.md","content":"---\nname: cn-hot-trends\ndescription: \"中文+全球热榜聚合器。一键获取百度热榜、今日头条、V2EX、Hacker News、GitHub 热门新项目。Use when: user asks about trending topics, hot searches, what's popular, today's hot news, tech trends, or wants a daily briefing. Triggers on: 热榜、热搜、趋势、trending、hot、what's popular、daily briefing.\"\n---\n\n# CN Hot Trends — 中文+全球热榜聚合\n\n## Quick Start\n\n```bash\npython3 scripts/fetch_trends.py --proxy http://127.0.0.1:7897 --format markdown\n```\n\n## Data Sources\n\n| Source | ID | Content | Auth |\n|--------|----|---------|------|\n| 百度热榜 | `baidu` | 实时热搜，7M+ 热度值 | No |\n| 今日头条 | `toutiao` | 头条热榜 | No |\n| V2EX | `v2ex` | 技术社区热帖 + 回复数 | No |\n| Hacker News | `hn` | 全球科技热帖 + 分数 | No |\n| GitHub | `github` | 近 7 天热门新项目 | No |\n\n## Usage\n\n```bash\n# All sources, markdown output\npython3 scripts/fetch_trends.py --format markdown\n\n# Specific sources, JSON output\npython3 scripts/fetch_trends.py --sources baidu,v2ex --format json --limit 5\n\n# With proxy (needed for V2EX, HN, GitHub)\npython3 scripts/fetch_trends.py --proxy http://127.0.0.1:7897\n\n# Plain text\npython3 scripts/fetch_trends.py --format text --limit 10\n```\n\n## Options\n\n| Flag | Default | Description |\n|------|---------|-------------|\n| `--sources` | `baidu,toutiao,v2ex,hn,github` | Comma-separated source IDs |\n| `--limit` | `10` | Items per source |\n| `--format` | `json` | Output: `json`, `text`, `markdown` |\n| `--proxy` | none | HTTP proxy URL |\n\n## Output Formats\n\n- **json**: Structured data, good for further processing\n- **text**: Human-readable plain text\n- **markdown**: Formatted tables, good for chat/email output\n\n## Tips\n\n- Baidu and Toutiao work without proxy; V2EX/HN/GitHub need proxy in some regions\n- Combine with AI analysis: fetch trends → summarize → identify patterns\n- Use `--sources github` to discover trending open-source projects\n- Pair with cron for daily automated briefings"},{"path":"_meta.json","content":"{\n  \"ownerId\": \"kn7agc6e5trja58mf08bkzfke583xvqz\",\n  \"slug\": \"cn-trends-aggregator\",\n  \"version\": \"1.0.0\",\n  \"publishedAt\": 1774846784242\n}"},{"path":"skill-card.md","content":"## Description:\n\nAggregates Chinese and global trending topics from Baidu, Toutiao, V2EX, Hacker News, and GitHub for trend discovery and briefings.\n\nThis skill is ready for commercial/non-commercial use.\n\n## Publisher:\n\n[huoguang16](https://clawhub.ai/user/huoguang16)\n\n### License/Terms of Use:\n\nMIT-0\n\n## Use Case:\n\nExternal users, developers, and analysts use this skill to fetch public hot topics and technology trends for daily briefings, summaries, and downstream automation.\n\n### Deployment Geography for Use:\n\nGlobal\n\n## Known Risks and Mitigations:\n\nRisk: Trend titles, links, and summaries come from external public services and may contain inaccurate, misleading, or unsafe content.\n\nMitigation: Treat fetched trend data as untrusted input, prefer JSON for downstream automation, and review or sanitize content before publishing, executing links, or feeding it into other workflows.\n\n## Reference(s):\n\n- [ClawHub Skill Page](https://clawhub.ai/huoguang16/skills/cn-trends-aggregator)\n- [Baidu Hot Board](https://top.baidu.com/board?tab=realtime)\n- [Toutiao Hot Board](https://www.toutiao.com/hot-event/hot-board/?origin=toutiao_pc)\n- [V2EX Hot Topics API](https://www.v2ex.com/api/topics/hot.json)\n- [Hacker News Firebase API](https://hacker-news.firebaseio.com/v0/topstories.json)\n- [GitHub Repository Search API](https://api.github.com/search/repositories)\n\n## Skill Output:\n\n**Output Type(s):** [Text, Markdown, JSON, Shell commands]\n\n**Output Format:** [JSON, plain text, or Markdown tables]\n\n**Output Parameters:** [1D]\n\n**Other Properties Related to Output:** [Network-derived public trend data with source selection, item limit, and optional HTTP proxy support.]\n\n## Skill Version(s):\n\n1.0.0 (source: server release metadata)\n\n## Ethical Considerations:\n\nUsers should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment."}],"languages":[],"docsSourceLabel":"CLAWHUB","editorialOverview":"中文+全球热榜聚合器。一键获取百度热榜、今日头条、V2EX、Hacker News、GitHub 热门新项目。Use when: user asks about trending topics, hot searches, what's popular, today's hot news, tech trends... Skill: CN Trends Aggregator Owner: huoguang16 Summary: 中文+全球热榜聚合器。一键获取百度热榜、今日头条、V2EX、Hacker News、GitHub 热门新项目。Use when: user asks about trending topics, hot searches, what's popular, today's hot news, tech trends... 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