Multisource Intel Radar

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name: multisource-intel-radar description: Build and run a high-signal information radar for C-end founders and operators across YouTube, X/Twitter, Reddit, WeChat Official Accounts, and Xiaohongshu. Use when the user wants OPML/RSS ingestion, keyword-whitelist filtering (创业/AI/增长/金融), daily digests, noise reduction, and action-oriented summaries.

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Multi-Source Intel Radar

Create a founder-grade signal system: less junk, more decisions.

Inputs

OPML file (default: /Users/rogeryang/Downloads/follow.opml)

Keyword whitelist (default: 创业, AI, 增长, 金融)

Optional source lists for non-RSS channels (X list links, subreddit list, WeChat/XHS accounts)

Output Contract

Always output: 1. Top 3 must-read signals (one-line why + one action + clickable source link) 2. Top 5 watchlist items (with source link) 3. Dropped noise summary (what got filtered and why) 4. Filter transparency (counts + rates: scanned -> matched -> shortlisted -> top3) 5. Next experiment (one concrete growth/ops move)

Workflow

Step 1) Ingest feed sources

Parse OPML with scripts/parse_opml.py

Generate normalized feed list: assets/feeds.txt

Step 2) Fetch + filter

Run scripts/build_digest.py with keyword whitelist

Time window default: last 48h

Keep only items that match whitelist in title/summary

For Xiaohongshu: do browser search (not watchlist-dependent), using keyword combos like:

- 创业 AI 增长 - AI 产品 复盘 - 增长运营 案例 Then append top findings with profile/note links.

Step 3) Score items

Use this weighted scoring:

Relevance to whitelist (40%)

Actionability in 7 days (30%)

Novelty / non-obviousness (20%)

Evidence density (10%)

Step 4) Summarize for execution

For each selected item, provide:

Core insight (1 sentence)

Why it matters for current product

Suggested action today (1 step)

Source Coverage Notes

YouTube/X/Reddit often available via RSSHub or platform feeds in OPML

WeChat OA and Xiaohongshu are often not natively RSS; add via:

- RSS bridge links (if available) - Manual watchlist files (assets/wechat_watchlist.txt, assets/xhs_watchlist.txt)

If a source has no feed, include it in watchlist and mark as manual scan required

Anti-Noise Rules

Do not output generic motivational posts

Drop repeated观点 without new evidence

Prefer first-hand data / concrete case over opinion

Keep digest under 10 items total

Daily Cadence (recommended)

09:30: morning digest (strategic)

18:30: evening digest (tactical)

Keyword Defaults

创业, AI, 增长, 金融

If user provides new keywords, merge and deduplicate.

Files

Parser: scripts/parse_opml.py

Digest builder: scripts/build_digest.py

Notes: references/scoring-and-ops.md