yan
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TDQS
Scored across 40 tools
Overlapping message-reading tools coexist: get_messages_by_sender, extract_person_messages, and scan_sessions with sender filtering all retrieve per-person messages, while get_message_by_id, get_recent_messages, and get_message_context read the same messages differently. Similarly, search_wechat_articles, search_wechat_articles_batch, and search_wechat_articles_tencent are three discovery variants that could easily be confused. The detailed descriptions help, but boundaries remain fuzzy in several clusters.
Nearly everything follows a consistent snake_case verb_noun pattern (list_sessions, get_recent_messages, search_messages, read_wechat_post, fetch_wechat_article). The only deviation is inconsistent prefixing: yan_diagnose, yan_usage_guide, wechat_reader_capabilities, and bare list_sessions/search_messages exist alongside a majority carrying a wechat_ prefix. Minor but noticeable.
40 tools far exceeds the typical 3-15 sweet spot and crosses into heavy territory. While the domain is genuinely broad (chat reading, attachments, watchlist, article discovery, images, analysis), several clusters (three article-search variants, multiple sender-filter tools) add redundancy rather than essential scope.
The surface covers a full read/analyze lifecycle: sessions, messages, senders, context, attachments, merged forwards, articles, images, watchlists, summaries, exports, and diagnostics. Gaps are mostly intentional (no message sending, article history explicitly disclaimed as non-exhaustive), so most agent workflows have no dead ends.