Hlzd Market Intel

HLZD Market Intel v0.2.0

B2B 跨境贸易市场情报 — 抓 14+ 平台 30 天真实用户声音，输出 Top 5 痛点 + 用户原话 + 跨境 actionable 自包含 HTML。

v0.2 升级亮点 (vs v0.1)

• ✅ 适配仓库 AGENTS.md frontmatter 规范 (name/description/license/metadata.triggered_by)
• ✅ SKILL.md 精简 从 2264 行到 ~150 行；详细 reference 移到 references/SKILL_FULL.md
• ✅ 可选依赖 降到最小：纯 stdlib (json, urllib, csv) 可跑；可选 API (Reddit/X/YouTube/TikTok) 需 key
• ✅ Voice Contract 7 LAWS 兼容 (与 hlzd-market-report 共享)

工作流 (10 步)

1. Step 0: First-Run Setup Wizard — 配置 API keys (SCRAPECREATORS / OPENAI / XAI / BRAVE 等)
2. Step 0.45: Query Quality Pre-Flight — 检测 keyword-trap 主题 (健康/政治) → 提前降级
3. Step 0.5: Pre-Flight Resolution — 解析 handle / repo / community
4. Step 0.55: Pre-Research Intelligence — 解析社区 + handles (Reddit/HN/GitHub/Bluesky 等)
5. Step 0.75: Query Plan — LLM 自己当 planner，决定抓哪些 platform + handles
6. Research Execution — 调 scripts/briefing.py → 14 平台爬虫
7. Save Raw + WebSearch Augment — 落盘原始 + 补充 WebSearch 结果
8. Cluster & Fuse — scripts/lib/cluster.py + fusion.py 去重 + 合并 cluster
9. Entity Extract — scripts/lib/entity_extract.py → 抽 company / product / pain point
10. HTML Report — scripts/lib/html_render.py → 自包含 HTML 输出

快速使用

CLI

# 默认 30 天窗口 + 14 平台
py scripts/briefing.py "海外安防摄像头 2026 痛点"

# 指定 pain profile + 平台
py scripts/briefing.py "exosomes" --pain-profile presets/pain-profiles/biomedical.yaml

Python API

from scripts.briefing import run_research

result = run_research(
    topic="智能门锁 跨境选品",
    pain_profile="presets/pain-profiles/security.yaml",
    output_html="report.html",
)

4-Agent Pipeline (--agent flag)

Plan Agent → Research Agent → Cluster Agent → Report Agent

详细 agent 协议见 references/SKILL_FULL.md §Agent Mode。

输出 schema

{
  "topic": "...",
  "window_days": 30,
  "platforms_scanned": ["reddit", "hackernews", "youtube", "..."],
  "signals": [
    {
      "platform": "reddit",
      "url": "...",
      "title": "...",
      "snippet": "...",
      "pain_signal": "...",
      "engagement_score": 0.85
    }
  ],
  "clusters": [
    {
      "name": "Top Pain Point",
      "occurrences": 47,
      "user_quotes": ["..."],
      "actionable": "..."
    }
  ],
  "html_report": "report.html"
}

配置文件 (4-Agent pipeline)

config/company.yaml + locale/{en_US,zh_CN}.json + 4 规则 PDF (UCP / ICC / ISP98 / URDG)。

依赖

必装 (零外部依赖):

• Python 3.10+
• 库: requests, urllib3 (标准库)

可选 (提升数据来源):

• SCRAPECREATORS_API_KEY — TikTok / YouTube / Instagram
• OPENAI_API_KEY / XAI_API_KEY / OPENROUTER_API_KEY — LLM 提炼痛点
• BRAVE_API_KEY — WebSearch
• BSKY_HANDLE + BSKY_APP_PASSWORD — Bluesky
• TRUTHSOCIAL_TOKEN — Truth Social

详见 references/SKILL_FULL.md §Configuration。

测试

py -m pytest tests/ -q          # 全 50+ tests 跑 (含 hermes / adversarial_v3)

注意: 部分测试需要外部 API (Reddit, Twitter 等)。offline 时只跑纯函数子集:

py -m pytest tests/test_categories.py tests/test_dedupe.py -q

Related Skills

• hlzd-market-report (姊妹) — 9 节 HTML 自包含报告 (本 skill 输出是其上游)
• hlzd-pipeline-viz (下游) — 跨 skill trace 累计 + dashboard
• hlzd-b2b-research (姊妹) — HS 编码 + UN Comtrade 市场数据
• hlzd-customer-profile (姊妹) — 客户 360° 画像

详细文档

• references/SKILL_FULL.md — 完整 2000+ 行工作流 (Step 0-7 + 7 LAWS + 4 Agent Protocol + 14 平台 backends)
• references/methodology.md — 5-dim 信号评分 (与 hlzd-market-report 共享)
• references/save-html-brief.md — 输出 HTML 模板规范
• references/hlzd-extensions.md — HLZD 私有扩展 (Pain Profile 行业预设)
• presets/pain-profiles/ — 6 行业预设 (security / biomedical / SaaS / hardware / food / fashion)
• presets/openai.yaml — OpenAI LLM 提炼 prompt 配置

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