{
  "schema_version": "v1",
  "entries": [
    {
      "applied_at": "2026-04-08T02:34:14.194320Z",
      "action": "add_watch_term",
      "term": "A2A",
      "reason": "Falls into the configured watch-term review range and should be observed before promotion into interest keywords. Evidence: total_count=2, days_seen=2, recent_count=0.",
      "suggestions_path": "outputs/term_index/review/term-cleanup-suggestions-2026-04-08.json",
      "suggestion_date": "2026-04-08",
      "based_on_days": 7
    },
    {
      "applied_at": "2026-04-08T02:34:14.194320Z",
      "action": "add_watch_term",
      "term": "Agentic Loop",
      "reason": "Falls into the configured watch-term review range and should be observed before promotion into interest keywords. Evidence: total_count=2, days_seen=2, recent_count=1.",
      "suggestions_path": "outputs/term_index/review/term-cleanup-suggestions-2026-04-08.json",
      "suggestion_date": "2026-04-08",
      "based_on_days": 7
    },
    {
      "applied_at": "2026-04-08T02:34:14.194320Z",
      "action": "add_watch_term",
      "term": "AI Gateway",
      "reason": "Falls into the configured watch-term review range and should be observed before promotion into interest keywords. Evidence: total_count=2, days_seen=2, recent_count=1.",
      "suggestions_path": "outputs/term_index/review/term-cleanup-suggestions-2026-04-08.json",
      "suggestion_date": "2026-04-08",
      "based_on_days": 7
    },
    {
      "applied_at": "2026-04-08T02:34:14.194320Z",
      "action": "add_watch_term",
      "term": "Claude Skills",
      "reason": "Falls into the configured watch-term review range and should be observed before promotion into interest keywords. Evidence: total_count=2, days_seen=2, recent_count=1.",
      "suggestions_path": "outputs/term_index/review/term-cleanup-suggestions-2026-04-08.json",
      "suggestion_date": "2026-04-08",
      "based_on_days": 7
    },
    {
      "applied_at": "2026-04-08T02:34:14.194320Z",
      "action": "add_watch_term",
      "term": "Cron",
      "reason": "Falls into the configured watch-term review range and should be observed before promotion into interest keywords. Evidence: total_count=2, days_seen=2, recent_count=0.",
      "suggestions_path": "outputs/term_index/review/term-cleanup-suggestions-2026-04-08.json",
      "suggestion_date": "2026-04-08",
      "based_on_days": 7
    },
    {
      "applied_at": "2026-04-08T02:34:14.194320Z",
      "action": "add_watch_term",
      "term": "CoPaw",
      "reason": "Falls into the configured watch-term review range and should be observed before promotion into interest keywords. Evidence: total_count=2, days_seen=2, recent_count=0.",
      "suggestions_path": "outputs/term_index/review/term-cleanup-suggestions-2026-04-08.json",
      "suggestion_date": "2026-04-08",
      "based_on_days": 7
    },
    {
      "applied_at": "2026-04-08T02:34:14.194320Z",
      "action": "add_interest_keyword",
      "term": "Claude Code",
      "reason": "Meets the configured interest-keyword review threshold and is not yet covered by interest keywords or stopwords. Evidence: total_count=7, days_seen=4, recent_count=4.",
      "suggestions_path": "outputs/term_index/review/term-cleanup-suggestions-2026-04-08.json",
      "suggestion_date": "2026-04-08",
      "based_on_days": 7
    },
    {
      "applied_at": "2026-04-08T02:34:14.194320Z",
      "action": "add_interest_keyword",
      "term": "Agent Skills",
      "reason": "Meets the configured interest-keyword review threshold and is not yet covered by interest keywords or stopwords. Evidence: total_count=6, days_seen=3, recent_count=0.",
      "suggestions_path": "outputs/term_index/review/term-cleanup-suggestions-2026-04-08.json",
      "suggestion_date": "2026-04-08",
      "based_on_days": 7
    },
    {
      "applied_at": "2026-04-08T02:34:14.194320Z",
      "action": "add_interest_keyword",
      "term": "SubAgent",
      "reason": "Meets the configured interest-keyword review threshold and is not yet covered by interest keywords or stopwords. Evidence: total_count=4, days_seen=4, recent_count=2.",
      "suggestions_path": "outputs/term_index/review/term-cleanup-suggestions-2026-04-08.json",
      "suggestion_date": "2026-04-08",
      "based_on_days": 7
    },
    {
      "applied_at": "2026-04-08T02:34:14.194320Z",
      "action": "add_interest_keyword",
      "term": "AgentScope",
      "reason": "Meets the configured interest-keyword review threshold and is not yet covered by interest keywords or stopwords. Evidence: total_count=4, days_seen=4, recent_count=1.",
      "suggestions_path": "outputs/term_index/review/term-cleanup-suggestions-2026-04-08.json",
      "suggestion_date": "2026-04-08",
      "based_on_days": 7
    },
    {
      "applied_at": "2026-04-08T02:34:14.194320Z",
      "action": "add_interest_keyword",
      "term": "ReActAgent",
      "reason": "Meets the configured interest-keyword review threshold and is not yet covered by interest keywords or stopwords. Evidence: total_count=3, days_seen=3, recent_count=1.",
      "suggestions_path": "outputs/term_index/review/term-cleanup-suggestions-2026-04-08.json",
      "suggestion_date": "2026-04-08",
      "based_on_days": 7
    },
    {
      "applied_at": "2026-05-14T08:20:35.134979Z",
      "action": "add_interest_keyword",
      "term": "Anthropic",
      "reason": "Meets the configured interest-keyword review threshold and is not yet covered by interest keywords or stopwords. Evidence: total_count=13, days_seen=10, recent_count=13.",
      "suggestions_path": "outputs/term_index/review/term-cleanup-suggestions-2026-05-14.json",
      "suggestion_date": "2026-05-14",
      "based_on_days": 365
    },
    {
      "applied_at": "2026-05-14T08:20:35.134979Z",
      "action": "add_interest_keyword",
      "term": "Harness Engineering",
      "reason": "Meets the configured interest-keyword review threshold and is not yet covered by interest keywords or stopwords. Evidence: total_count=12, days_seen=11, recent_count=12.",
      "suggestions_path": "outputs/term_index/review/term-cleanup-suggestions-2026-05-14.json",
      "suggestion_date": "2026-05-14",
      "based_on_days": 365
    },
    {
      "applied_at": "2026-05-14T08:20:35.134979Z",
      "action": "add_interest_keyword",
      "term": "Skill",
      "reason": "Meets the configured interest-keyword review threshold and is not yet covered by interest keywords or stopwords. Evidence: total_count=11, days_seen=9, recent_count=11.",
      "suggestions_path": "outputs/term_index/review/term-cleanup-suggestions-2026-05-14.json",
      "suggestion_date": "2026-05-14",
      "based_on_days": 365
    },
    {
      "applied_at": "2026-05-14T08:20:35.134979Z",
      "action": "add_interest_keyword",
      "term": "上下文工程",
      "reason": "Meets the configured interest-keyword review threshold and is not yet covered by interest keywords or stopwords. Evidence: total_count=6, days_seen=6, recent_count=6.",
      "suggestions_path": "outputs/term_index/review/term-cleanup-suggestions-2026-05-14.json",
      "suggestion_date": "2026-05-14",
      "based_on_days": 365
    },
    {
      "applied_at": "2026-05-14T08:20:35.134979Z",
      "action": "add_interest_keyword",
      "term": "多Agent协作",
      "reason": "Meets the configured interest-keyword review threshold and is not yet covered by interest keywords or stopwords. Evidence: total_count=6, days_seen=6, recent_count=6.",
      "suggestions_path": "outputs/term_index/review/term-cleanup-suggestions-2026-05-14.json",
      "suggestion_date": "2026-05-14",
      "based_on_days": 365
    },
    {
      "applied_at": "2026-05-14T08:20:35.134979Z",
      "action": "add_interest_keyword",
      "term": "Claude",
      "reason": "Meets the configured interest-keyword review threshold and is not yet covered by interest keywords or stopwords. Evidence: total_count=6, days_seen=5, recent_count=6.",
      "suggestions_path": "outputs/term_index/review/term-cleanup-suggestions-2026-05-14.json",
      "suggestion_date": "2026-05-14",
      "based_on_days": 365
    },
    {
      "applied_at": "2026-05-14T08:20:35.134979Z",
      "action": "add_interest_keyword",
      "term": "上下文管理",
      "reason": "Meets the configured interest-keyword review threshold and is not yet covered by interest keywords or stopwords. Evidence: total_count=6, days_seen=5, recent_count=6.",
      "suggestions_path": "outputs/term_index/review/term-cleanup-suggestions-2026-05-14.json",
      "suggestion_date": "2026-05-14",
      "based_on_days": 365
    },
    {
      "applied_at": "2026-05-14T08:20:35.134979Z",
      "action": "add_interest_keyword",
      "term": "渐进式披露",
      "reason": "Meets the configured interest-keyword review threshold and is not yet covered by interest keywords or stopwords. Evidence: total_count=5, days_seen=5, recent_count=5.",
      "suggestions_path": "outputs/term_index/review/term-cleanup-suggestions-2026-05-14.json",
      "suggestion_date": "2026-05-14",
      "based_on_days": 365
    },
    {
      "applied_at": "2026-05-14T08:20:35.134979Z",
      "action": "add_interest_keyword",
      "term": "Skills",
      "reason": "Meets the configured interest-keyword review threshold and is not yet covered by interest keywords or stopwords. Evidence: total_count=5, days_seen=4, recent_count=5.",
      "suggestions_path": "outputs/term_index/review/term-cleanup-suggestions-2026-05-14.json",
      "suggestion_date": "2026-05-14",
      "based_on_days": 365
    },
    {
      "applied_at": "2026-05-14T08:20:35.134979Z",
      "action": "add_interest_keyword",
      "term": "SKILL.md",
      "reason": "Meets the configured interest-keyword review threshold and is not yet covered by interest keywords or stopwords. Evidence: total_count=4, days_seen=4, recent_count=4.",
      "suggestions_path": "outputs/term_index/review/term-cleanup-suggestions-2026-05-14.json",
      "suggestion_date": "2026-05-14",
      "based_on_days": 365
    },
    {
      "applied_at": "2026-05-14T08:20:35.134979Z",
      "action": "add_interest_keyword",
      "term": "CLAUDE.md",
      "reason": "Meets the configured interest-keyword review threshold and is not yet covered by interest keywords or stopwords. Evidence: total_count=4, days_seen=4, recent_count=4.",
      "suggestions_path": "outputs/term_index/review/term-cleanup-suggestions-2026-05-14.json",
      "suggestion_date": "2026-05-14",
      "based_on_days": 365
    },
    {
      "applied_at": "2026-05-14T08:20:35.134979Z",
      "action": "add_interest_keyword",
      "term": "上下文压缩",
      "reason": "Meets the configured interest-keyword review threshold and is not yet covered by interest keywords or stopwords. Evidence: total_count=4, days_seen=4, recent_count=4.",
      "suggestions_path": "outputs/term_index/review/term-cleanup-suggestions-2026-05-14.json",
      "suggestion_date": "2026-05-14",
      "based_on_days": 365
    },
    {
      "applied_at": "2026-05-14T08:20:35.134979Z",
      "action": "add_interest_keyword",
      "term": "AI Coding Agent",
      "reason": "Meets the configured interest-keyword review threshold and is not yet covered by interest keywords or stopwords. Evidence: total_count=3, days_seen=3, recent_count=3.",
      "suggestions_path": "outputs/term_index/review/term-cleanup-suggestions-2026-05-14.json",
      "suggestion_date": "2026-05-14",
      "based_on_days": 365
    },
    {
      "applied_at": "2026-05-14T08:20:35.134979Z",
      "action": "add_interest_keyword",
      "term": "Hermes Agent",
      "reason": "Meets the configured interest-keyword review threshold and is not yet covered by interest keywords or stopwords. Evidence: total_count=3, days_seen=3, recent_count=3.",
      "suggestions_path": "outputs/term_index/review/term-cleanup-suggestions-2026-05-14.json",
      "suggestion_date": "2026-05-14",
      "based_on_days": 365
    },
    {
      "applied_at": "2026-05-14T08:20:35.134979Z",
      "action": "add_interest_keyword",
      "term": "Vibe Coding",
      "reason": "Meets the configured interest-keyword review threshold and is not yet covered by interest keywords or stopwords. Evidence: total_count=5, days_seen=4, recent_count=5.",
      "suggestions_path": "outputs/term_index/review/term-cleanup-suggestions-2026-05-14.json",
      "suggestion_date": "2026-05-14",
      "based_on_days": 365
    },
    {
      "applied_at": "2026-05-14T08:20:35.134979Z",
      "action": "add_interest_keyword",
      "term": "Context Engineering",
      "reason": "Meets the configured interest-keyword review threshold and is not yet covered by interest keywords or stopwords. Evidence: total_count=3, days_seen=3, recent_count=3.",
      "suggestions_path": "outputs/term_index/review/term-cleanup-suggestions-2026-05-14.json",
      "suggestion_date": "2026-05-14",
      "based_on_days": 365
    },
    {
      "applied_at": "2026-05-14T08:20:35.134979Z",
      "action": "add_interest_keyword",
      "term": "Cursor",
      "reason": "Meets the configured interest-keyword review threshold and is not yet covered by interest keywords or stopwords. Evidence: total_count=3, days_seen=3, recent_count=3.",
      "suggestions_path": "outputs/term_index/review/term-cleanup-suggestions-2026-05-14.json",
      "suggestion_date": "2026-05-14",
      "based_on_days": 365
    },
    {
      "applied_at": "2026-05-14T08:20:35.134979Z",
      "action": "add_interest_keyword",
      "term": "大模型",
      "reason": "Meets the configured interest-keyword review threshold and is not yet covered by interest keywords or stopwords. Evidence: total_count=4, days_seen=3, recent_count=4.",
      "suggestions_path": "outputs/term_index/review/term-cleanup-suggestions-2026-05-14.json",
      "suggestion_date": "2026-05-14",
      "based_on_days": 365
    },
    {
      "applied_at": "2026-05-14T09:12:50.749877Z",
      "action": "add_interest_keyword",
      "term": "TypeScript",
      "reason": "Core language for AI agent development (e.g., Claude Code, Cursor) and backend engineering, complements existing Python/Java/Go keywords.",
      "suggestions_path": "outputs/term_index/review/term-cleanup-suggestions-2026-05-14.json",
      "suggestion_date": "2026-05-14",
      "based_on_days": 365
    },
    {
      "applied_at": "2026-05-14T09:12:50.749877Z",
      "action": "add_interest_keyword",
      "term": "代码审查",
      "reason": "Chinese term for 'code review', a key practice in backend engineering and AI agent development workflows.",
      "suggestions_path": "outputs/term_index/review/term-cleanup-suggestions-2026-05-14.json",
      "suggestion_date": "2026-05-14",
      "based_on_days": 365
    },
    {
      "applied_at": "2026-05-14T09:12:50.749877Z",
      "action": "add_stopword",
      "term": "Channels",
      "reason": "Too generic; could refer to communication channels, YouTube channels, or software channels, not specific to user's focus areas.",
      "suggestions_path": "outputs/term_index/review/term-cleanup-suggestions-2026-05-14.json",
      "suggestion_date": "2026-05-14",
      "based_on_days": 365
    },
    {
      "applied_at": "2026-05-14T09:12:50.749877Z",
      "action": "add_stopword",
      "term": "Memory",
      "reason": "Extremely broad term; could refer to computer memory, human memory, or memory in various contexts, not discriminative enough.",
      "suggestions_path": "outputs/term_index/review/term-cleanup-suggestions-2026-05-14.json",
      "suggestion_date": "2026-05-14",
      "based_on_days": 365
    },
    {
      "applied_at": "2026-05-14T09:12:50.749877Z",
      "action": "add_stopword",
      "term": "Prompt",
      "reason": "Already covered by 'Prompt Engineering' as a more specific term; 'Prompt' alone is too broad and matches many unrelated articles.",
      "suggestions_path": "outputs/term_index/review/term-cleanup-suggestions-2026-05-14.json",
      "suggestion_date": "2026-05-14",
      "based_on_days": 365
    },
    {
      "applied_at": "2026-05-14T09:12:50.749877Z",
      "action": "add_stopword",
      "term": "AGI",
      "reason": "Too broad and speculative; not directly actionable for the user's practical engineering focus areas.",
      "suggestions_path": "outputs/term_index/review/term-cleanup-suggestions-2026-05-14.json",
      "suggestion_date": "2026-05-14",
      "based_on_days": 365
    },
    {
      "applied_at": "2026-05-14T09:12:50.749877Z",
      "action": "add_stopword",
      "term": "AI日报",
      "reason": "Generic news term; not a technical concept or tool, would add noise to the keyword index.",
      "suggestions_path": "outputs/term_index/review/term-cleanup-suggestions-2026-05-14.json",
      "suggestion_date": "2026-05-14",
      "based_on_days": 365
    },
    {
      "applied_at": "2026-05-14T09:12:50.749877Z",
      "action": "add_stopword",
      "term": "AIHOT",
      "reason": "Unclear meaning, likely a brand or aggregator, not a specific technical term.",
      "suggestions_path": "outputs/term_index/review/term-cleanup-suggestions-2026-05-14.json",
      "suggestion_date": "2026-05-14",
      "based_on_days": 365
    },
    {
      "applied_at": "2026-05-14T09:12:50.749877Z",
      "action": "add_stopword",
      "term": "All In Code",
      "reason": "Too vague; could refer to a podcast, a philosophy, or a project, not a specific technical concept.",
      "suggestions_path": "outputs/term_index/review/term-cleanup-suggestions-2026-05-14.json",
      "suggestion_date": "2026-05-14",
      "based_on_days": 365
    },
    {
      "applied_at": "2026-05-14T09:12:50.749877Z",
      "action": "add_stopword",
      "term": "auto-twitter-campaign",
      "reason": "Too specific to a single project/tool, not a general interest keyword for the user's focus areas.",
      "suggestions_path": "outputs/term_index/review/term-cleanup-suggestions-2026-05-14.json",
      "suggestion_date": "2026-05-14",
      "based_on_days": 365
    },
    {
      "applied_at": "2026-05-14T09:12:50.749877Z",
      "action": "add_stopword",
      "term": "ChangeSet",
      "reason": "Generic term used in version control and databases; too broad to be a useful filter.",
      "suggestions_path": "outputs/term_index/review/term-cleanup-suggestions-2026-05-14.json",
      "suggestion_date": "2026-05-14",
      "based_on_days": 365
    },
    {
      "applied_at": "2026-05-14T09:12:50.749877Z",
      "action": "add_stopword",
      "term": "Lumina",
      "reason": "Unclear reference; could be a product, framework, or brand, not clearly aligned with user's focus.",
      "suggestions_path": "outputs/term_index/review/term-cleanup-suggestions-2026-05-14.json",
      "suggestion_date": "2026-05-14",
      "based_on_days": 365
    },
    {
      "applied_at": "2026-05-14T09:12:50.749877Z",
      "action": "add_stopword",
      "term": "OpenViking",
      "reason": "Unclear reference; not a known tool or concept in the user's stated focus areas.",
      "suggestions_path": "outputs/term_index/review/term-cleanup-suggestions-2026-05-14.json",
      "suggestion_date": "2026-05-14",
      "based_on_days": 365
    },
    {
      "applied_at": "2026-05-14T09:12:50.749877Z",
      "action": "add_stopword",
      "term": "Seedance 2.0",
      "reason": "Unclear reference; likely a product or version, not a general technical term.",
      "suggestions_path": "outputs/term_index/review/term-cleanup-suggestions-2026-05-14.json",
      "suggestion_date": "2026-05-14",
      "based_on_days": 365
    },
    {
      "applied_at": "2026-05-14T09:12:50.749877Z",
      "action": "add_stopword",
      "term": "质量门禁",
      "reason": "Chinese term for 'quality gate', too generic in software engineering; not specific to user's focus areas.",
      "suggestions_path": "outputs/term_index/review/term-cleanup-suggestions-2026-05-14.json",
      "suggestion_date": "2026-05-14",
      "based_on_days": 365
    },
    {
      "applied_at": "2026-05-14T09:12:50.749877Z",
      "action": "add_alias",
      "term": "Agent Skill",
      "reason": "Singular variant",
      "suggestions_path": "outputs/term_index/review/term-cleanup-suggestions-2026-05-14.json",
      "value": "Agent Skills",
      "suggestion_date": "2026-05-14",
      "based_on_days": 365
    },
    {
      "applied_at": "2026-05-14T09:12:50.749877Z",
      "action": "add_alias",
      "term": "Binlog",
      "reason": "Case variant (auto-ranked)",
      "suggestions_path": "outputs/term_index/review/term-cleanup-suggestions-2026-05-14.json",
      "value": "binlog",
      "suggestion_date": "2026-05-14",
      "based_on_days": 365
    },
    {
      "applied_at": "2026-05-14T09:12:50.749877Z",
      "action": "add_alias",
      "term": "Coding Agent",
      "reason": "Abbreviated form of 'AI Coding Agent', referring to the same concept.",
      "suggestions_path": "outputs/term_index/review/term-cleanup-suggestions-2026-05-14.json",
      "value": "AI Coding Agent",
      "suggestion_date": "2026-05-14",
      "based_on_days": 365
    },
    {
      "applied_at": "2026-05-14T09:12:50.749877Z",
      "action": "add_alias",
      "term": "Subagent",
      "reason": "Case variant",
      "suggestions_path": "outputs/term_index/review/term-cleanup-suggestions-2026-05-14.json",
      "value": "SubAgent",
      "suggestion_date": "2026-05-14",
      "based_on_days": 365
    },
    {
      "applied_at": "2026-05-14T09:12:50.749877Z",
      "action": "add_alias",
      "term": "Subagents",
      "reason": "Plural variant",
      "suggestions_path": "outputs/term_index/review/term-cleanup-suggestions-2026-05-14.json",
      "value": "SubAgent",
      "suggestion_date": "2026-05-14",
      "based_on_days": 365
    },
    {
      "applied_at": "2026-05-14T09:12:50.749877Z",
      "action": "add_alias",
      "term": "vibe coding",
      "reason": "Case variant",
      "suggestions_path": "outputs/term_index/review/term-cleanup-suggestions-2026-05-14.json",
      "value": "Vibe Coding",
      "suggestion_date": "2026-05-14",
      "based_on_days": 365
    },
    {
      "applied_at": "2026-05-14T09:12:50.749877Z",
      "action": "add_alias",
      "term": "Agent架构",
      "reason": "Chinese translation of 'Agent architecture', a core concept in AI Agent engineering.",
      "suggestions_path": "outputs/term_index/review/term-cleanup-suggestions-2026-05-14.json",
      "value": "AI Agent",
      "suggestion_date": "2026-05-14",
      "based_on_days": 365
    },
    {
      "applied_at": "2026-05-14T09:12:50.749877Z",
      "action": "add_alias",
      "term": "Agent专业化",
      "reason": "Chinese term for 'Agent specialization', directly related to Agent engineering.",
      "suggestions_path": "outputs/term_index/review/term-cleanup-suggestions-2026-05-14.json",
      "value": "AI Agent",
      "suggestion_date": "2026-05-14",
      "based_on_days": 365
    },
    {
      "applied_at": "2026-05-14T09:12:50.749877Z",
      "action": "add_alias",
      "term": "Agent Teams",
      "reason": "English equivalent of 'Multi-Agent collaboration', same concept.",
      "suggestions_path": "outputs/term_index/review/term-cleanup-suggestions-2026-05-14.json",
      "value": "多Agent协作",
      "suggestion_date": "2026-05-14",
      "based_on_days": 365
    },
    {
      "applied_at": "2026-05-14T09:12:50.749877Z",
      "action": "add_alias",
      "term": "Agentic Engineering",
      "reason": "Broader term for engineering with AI agents, closely related to Agent engineering focus.",
      "suggestions_path": "outputs/term_index/review/term-cleanup-suggestions-2026-05-14.json",
      "value": "AI Agent",
      "suggestion_date": "2026-05-14",
      "based_on_days": 365
    },
    {
      "applied_at": "2026-05-14T09:12:50.749877Z",
      "action": "add_alias",
      "term": "CLI工具",
      "reason": "Chinese translation of 'CLI tool', same concept.",
      "suggestions_path": "outputs/term_index/review/term-cleanup-suggestions-2026-05-14.json",
      "value": "CLI",
      "suggestion_date": "2026-05-14",
      "based_on_days": 365
    },
    {
      "applied_at": "2026-05-14T09:12:50.749877Z",
      "action": "add_alias",
      "term": "AI编程",
      "reason": "Chinese term for 'AI programming', closely related to AI Coding Agent.",
      "suggestions_path": "outputs/term_index/review/term-cleanup-suggestions-2026-05-14.json",
      "value": "AI Coding Agent",
      "suggestion_date": "2026-05-14",
      "based_on_days": 365
    },
    {
      "applied_at": "2026-05-14T09:12:50.749877Z",
      "action": "add_alias",
      "term": "记忆管理",
      "reason": "Chinese term for 'memory management', closely related to context management in LLM applications.",
      "suggestions_path": "outputs/term_index/review/term-cleanup-suggestions-2026-05-14.json",
      "value": "上下文管理",
      "suggestion_date": "2026-05-14",
      "based_on_days": 365
    },
    {
      "applied_at": "2026-05-14T09:12:50.749877Z",
      "action": "add_alias",
      "term": "会话管理",
      "reason": "Chinese term for 'session management', related to context management in LLM applications.",
      "suggestions_path": "outputs/term_index/review/term-cleanup-suggestions-2026-05-14.json",
      "value": "上下文管理",
      "suggestion_date": "2026-05-14",
      "based_on_days": 365
    },
    {
      "applied_at": "2026-07-15T02:17:50.155586Z",
      "action": "add_interest_keyword",
      "term": "强化学习",
      "reason": "top 0.8% by frequency，growth=100%，not yet covered by interest keywords or stopwords. Evidence: total_count=10, days_seen=10, recent_count=10.",
      "suggestions_path": "outputs/term_index/review/term-cleanup-suggestions-2026-07-15.json",
      "suggestion_date": "2026-07-15",
      "based_on_days": 365
    },
    {
      "applied_at": "2026-07-15T02:17:50.155586Z",
      "action": "add_interest_keyword",
      "term": "ReAct",
      "reason": "top 1.1% by frequency，growth=100%，not yet covered by interest keywords or stopwords. Evidence: total_count=8, days_seen=8, recent_count=8.",
      "suggestions_path": "outputs/term_index/review/term-cleanup-suggestions-2026-07-15.json",
      "suggestion_date": "2026-07-15",
      "based_on_days": 365
    },
    {
      "applied_at": "2026-07-15T02:17:50.155586Z",
      "action": "add_interest_keyword",
      "term": "CLI",
      "reason": "top 1.1% by frequency，growth=100%，not yet covered by interest keywords or stopwords. Evidence: total_count=8, days_seen=7, recent_count=8.",
      "suggestions_path": "outputs/term_index/review/term-cleanup-suggestions-2026-07-15.json",
      "suggestion_date": "2026-07-15",
      "based_on_days": 365
    },
    {
      "applied_at": "2026-07-15T02:17:50.155586Z",
      "action": "add_interest_keyword",
      "term": "子Agent",
      "reason": "top 1.3% by frequency，growth=100%，not yet covered by interest keywords or stopwords. Evidence: total_count=7, days_seen=6, recent_count=7.",
      "suggestions_path": "outputs/term_index/review/term-cleanup-suggestions-2026-07-15.json",
      "suggestion_date": "2026-07-15",
      "based_on_days": 365
    },
    {
      "applied_at": "2026-07-15T02:17:50.155586Z",
      "action": "add_interest_keyword",
      "term": "Loop Engineering",
      "reason": "top 1.5% by frequency，growth=100%，not yet covered by interest keywords or stopwords. Evidence: total_count=6, days_seen=6, recent_count=6.",
      "suggestions_path": "outputs/term_index/review/term-cleanup-suggestions-2026-07-15.json",
      "suggestion_date": "2026-07-15",
      "based_on_days": 365
    },
    {
      "applied_at": "2026-07-15T02:17:50.155586Z",
      "action": "add_interest_keyword",
      "term": "MoE",
      "reason": "top 2.0% by frequency，growth=100%，not yet covered by interest keywords or stopwords. Evidence: total_count=5, days_seen=4, recent_count=5.",
      "suggestions_path": "outputs/term_index/review/term-cleanup-suggestions-2026-07-15.json",
      "suggestion_date": "2026-07-15",
      "based_on_days": 365
    }
  ]
}