feat(hands): improve linkedin, reddit, and twitter hands
- linkedin: API fallback strategy, queue JSON schema, 3 new settings, algorithm deep dive, crisis management - reddit: concrete rule parsing, anti-spam/shadowban detection, engagement scoring, new settings - twitter: structured trend analysis, queue schema, engagement criteria, algorithm awareness, new settings
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@@ -186,6 +186,63 @@ label = "Spanish"
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value = "auto"
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label = "Auto-detect from network"
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[[settings]]
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key = "connection_request_limit"
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label = "Connection Request Limit"
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description = "Maximum connection requests to send per week (LinkedIn may restrict accounts exceeding 100/week)"
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setting_type = "select"
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default = "20"
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[[settings.options]]
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value = "10"
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label = "10 per week (conservative)"
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[[settings.options]]
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value = "20"
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label = "20 per week (recommended)"
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[[settings.options]]
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value = "50"
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label = "50 per week (active)"
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[[settings]]
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key = "content_media_mode"
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label = "Content Media Mode"
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description = "Whether posts can include images or document carousels, or stay text-only"
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setting_type = "select"
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default = "text_only"
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[[settings.options]]
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value = "text_only"
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label = "Text Only"
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[[settings.options]]
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value = "mixed"
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label = "Mixed (text + occasional images/carousels)"
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[[settings.options]]
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value = "media_rich"
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label = "Media Rich (images/carousels preferred)"
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[[settings]]
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key = "engagement_reply_depth"
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label = "Engagement Reply Depth"
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description = "How deeply to engage in comment threads on your own posts"
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setting_type = "select"
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default = "moderate"
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[[settings.options]]
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value = "minimal"
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label = "Minimal (reply to direct comments only)"
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[[settings.options]]
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value = "moderate"
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label = "Moderate (reply to comments + follow-up once)"
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[[settings.options]]
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value = "deep"
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label = "Deep (sustain multi-turn conversations)"
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# ─── Agent configuration ─────────────────────────────────────────────────────
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[agent]
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@@ -216,6 +273,12 @@ curl -s -H "Authorization: Bearer $LINKEDIN_ACCESS_TOKEN" \
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If this fails, alert the user that the LINKEDIN_ACCESS_TOKEN is invalid or expired.
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Extract your LinkedIn member URN from the response.
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**Important LinkedIn API limitations to be aware of**:
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- LinkedIn does NOT provide a feed-reading API for personal accounts. To "check your feed," use web_search or web_fetch on linkedin.com as a best-effort alternative. Feed-based engagement features may be limited.
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- OAuth tokens expire (typically 60 days for access tokens). Always handle 401 errors gracefully.
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- The analytics/statistics endpoints require Organization-level access. Personal accounts can only track post-level metrics by re-fetching their own posts.
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- There is no API endpoint for reading connection requests or DMs. These features are web-only.
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Recover state:
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1. memory_recall `linkedin_hand_state` — load previous posting history and performance data
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2. Read **User Configuration** for content_style, post_frequency, content_topics, etc.
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@@ -284,8 +347,58 @@ Only queue A and B grade content. Rewrite C-grade or discard entirely.
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## Phase 3 — Posting & Queue Management
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### Queue file schema (`linkedin_queue.json`)
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```json
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{
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"version": 1,
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"updated_at": "2025-03-15T10:30:00Z",
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"posts": [
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{
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"id": "q-20250315-001",
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"created_at": "2025-03-15T10:30:00Z",
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"scheduled_for": "2025-03-17T08:30:00Z",
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"status": "pending_review",
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"grade": "A",
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"moderation": "SAFE",
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"pillar": "industry_insights",
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"format": "story",
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"content": {
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"commentary": "Full post text here...",
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"media_type": "none",
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"media_path": null,
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"first_comment": "Link or extra context for first comment"
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},
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"hashtags": ["#Leadership", "#Engineering"],
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"review_note": "Strong hook, timely topic"
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}
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]
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}
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```
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Status values: `pending_review`, `approved`, `rejected`, `posted`, `failed`.
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### Posting history schema (`linkedin_posted.json`)
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```json
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{
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"version": 1,
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"posts": [
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{
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"queue_id": "q-20250315-001",
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"linkedin_post_urn": "urn:li:share:7654321",
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"posted_at": "2025-03-17T08:30:00Z",
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"metrics_snapshot": {
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"impressions": 0,
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"reactions": 0,
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"comments": 0,
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"reposts": 0,
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"last_checked": "2025-03-17T08:30:00Z"
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}
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}
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]
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}
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```
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If `approval_mode` is ENABLED:
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1. Write generated posts to `linkedin_queue.json`
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1. Write generated posts to `linkedin_queue.json` using the schema above
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2. Write a human-readable `linkedin_queue_preview.md` for review
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3. event_publish "linkedin_queue_updated" with queue size
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4. Do NOT post — wait for user approval
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@@ -301,6 +414,20 @@ If `approval_mode` is DISABLED:
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Note: LinkedIn is migrating from ugcPosts to the newer Posts API. Use /rest/posts endpoint. The author urn format: urn:li:person:{your-linkedin-id}
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2. Log each posted content to `linkedin_posted.json`
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### Media post handling (when `content_media_mode` is not `text_only`)
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- **Images**: Use the 3-step images API flow (register upload -> PUT binary -> create post with image URN). Store the local image path in `media_path` in the queue entry. If image upload fails, fall back to posting as text-only with a note in `review_note`.
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- **Document carousels**: Use the documents API flow. Generate carousel slides as a PDF. If PDF generation or upload fails, extract key points and post as a numbered-list text post instead.
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- Always keep the text version as fallback — never silently skip a post because media upload failed.
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### API failure fallback strategy
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When a LinkedIn API call fails during posting:
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1. **HTTP 401 (token expired)**: Alert the user immediately via event_publish "linkedin_token_expired". Queue all remaining posts. Do NOT retry — token refresh requires user action.
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2. **HTTP 403 (scope missing)**: Log which scope is missing (e.g., w_member_social). Alert user. Queue post for retry after scope is granted.
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3. **HTTP 429 (rate limited)**: Read `X-RateLimit-Reset` header. Reschedule the post for after the reset window. Log the delay in the queue entry.
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4. **HTTP 5xx (server error)**: Retry up to 3 times with exponential backoff (2s, 4s, 8s). If all retries fail, move post status to `failed` and schedule retry for next session.
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5. **Network error / timeout**: Same as 5xx handling.
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6. After any failure, always persist queue state to `linkedin_queue.json` before exiting, so no content is lost.
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---
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## Phase 4 — Engagement
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@@ -311,6 +438,22 @@ If `auto_engage` is enabled:
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3. Like posts from people in your professional network
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4. NEVER leave generic comments — always add genuine insight
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Reply depth follows the `engagement_reply_depth` setting:
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- **minimal**: Reply only to direct top-level comments on your posts
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- **moderate**: Reply to top-level comments and one follow-up per thread
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- **deep**: Sustain multi-turn conversations; ask follow-up questions to keep threads alive (this boosts dwell time signals)
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### Connection request personalization
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When sending connection requests (up to `connection_request_limit` per week):
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1. **Research first**: Read the person's headline, recent posts, and shared connections before writing the note
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2. **Personalize the note** (under 300 characters). Templates by context:
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- Shared content interest: "Hi [Name], your post on [topic] resonated — especially [specific point]. Would love to connect and exchange ideas."
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- Mutual connection: "Hi [Name], [Mutual] and I worked on [context]. They mentioned your work on [topic] — would be great to connect."
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- Event/group: "Hi [Name], enjoyed your comment in [Group/Event] about [topic]. Let's connect!"
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3. **Never pitch** in the connection request. Save business conversations for after the connection is accepted.
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4. **Track acceptance rate** in memory. If acceptance rate drops below 40%, reduce volume and improve note quality.
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5. **Respect the weekly limit** strictly — LinkedIn may restrict accounts that send excessive requests.
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---
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## Phase 5 — Performance Tracking
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@@ -404,6 +547,7 @@ default_active = false
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[i18n.zh]
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name = "LinkedIn Hand"
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description = "自主 LinkedIn 管理——个人资料优化、内容创作、人脉拓展和职业互动"
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<<<<<<< HEAD
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category = "通信"
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[i18n.zh.settings.content_style]
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@@ -632,3 +776,306 @@ description = "콘텐츠의 주요 대상 독자"
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[i18n.ko.settings.language]
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label = "언어"
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description = "게시물 및 소통에 사용하는 언어"
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||||||| parent of e65ad25 (feat(hands): improve linkedin, reddit, and twitter hands)
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=======
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category = "通信"
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[i18n.zh.settings.content_style]
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label = "内容风格"
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description = "LinkedIn 帖子的语气和风格"
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[i18n.zh.settings.post_frequency]
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label = "发布频率"
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description = "创建和发布内容的频率"
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[i18n.zh.settings.content_topics]
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label = "内容主题"
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description = "要创作内容的主题（逗号分隔，例如 AI、领导力、创业）"
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[i18n.zh.settings.auto_engage]
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label = "自动互动"
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description = "自动对人脉网络中的相关帖子点赞和评论"
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[i18n.zh.settings.approval_mode]
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label = "审批模式"
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description = "将帖子加入队列等待审核，而非直接发布"
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[i18n.zh.settings.hashtag_count]
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label = "话题标签数量"
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description = "每篇帖子包含的话题标签数量"
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[i18n.zh.settings.target_audience]
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label = "目标受众"
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description = "内容的主要目标受众"
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[i18n.zh.settings.language]
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label = "语言"
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description = "帖子和互动使用的语言"
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[i18n.zh.settings.connection_request_limit]
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label = "连接请求上限"
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description = "每周发送连接请求的最大数量（超过 100/周可能导致账号被限制）"
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[i18n.zh.settings.content_media_mode]
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label = "内容媒体模式"
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description = "帖子是否包含图片或文档轮播，还是仅使用纯文本"
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[i18n.zh.settings.engagement_reply_depth]
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label = "互动回复深度"
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description = "在自己帖子的评论区中参与讨论的深度"
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# ─── Japanese (日本語) ────────────────────────────────────────────────────
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[i18n.ja]
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name = "LinkedIn Hand"
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description = "自律型LinkedInマネージャー——プロフィール最適化、コンテンツ作成、ネットワーキング、プロフェッショナルエンゲージメント"
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category = "コミュニケーション"
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[i18n.ja.settings.content_style]
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label = "コンテンツスタイル"
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description = "LinkedIn投稿の語調とスタイル"
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[i18n.ja.settings.post_frequency]
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label = "投稿頻度"
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description = "コンテンツの作成・投稿の頻度"
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[i18n.ja.settings.content_topics]
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label = "コンテンツトピック"
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description = "作成するコンテンツのトピック（カンマ区切り、例: AI、リーダーシップ、スタートアップ）"
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[i18n.ja.settings.auto_engage]
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label = "自動エンゲージメント"
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description = "ネットワーク内の関連投稿に自動でいいねやコメントをする"
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[i18n.ja.settings.approval_mode]
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label = "承認モード"
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description = "投稿を直接公開せず、レビュー用キューに追加する"
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[i18n.ja.settings.hashtag_count]
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label = "ハッシュタグ数"
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description = "各投稿に含めるハッシュタグの数"
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[i18n.ja.settings.target_audience]
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label = "ターゲットオーディエンス"
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description = "コンテンツの主なターゲット層"
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[i18n.ja.settings.language]
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label = "言語"
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description = "投稿とエンゲージメントに使用する言語"
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[i18n.ja.settings.connection_request_limit]
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label = "つながり申請上限"
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description = "週あたりのつながり申請送信上限数（100件/週を超えるとアカウントが制限される可能性があります）"
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[i18n.ja.settings.content_media_mode]
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label = "コンテンツメディアモード"
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description = "投稿に画像やドキュメントカルーセルを含めるか、テキストのみにするか"
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[i18n.ja.settings.engagement_reply_depth]
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label = "エンゲージメント返信深度"
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description = "自分の投稿のコメントスレッドにどの程度深く参加するか"
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# ─── Spanish (Español) ────────────────────────────────────────────────────
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[i18n.es]
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name = "Hand de LinkedIn"
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description = "Gestor autónomo de LinkedIn — optimización de perfil, creación de contenido, networking y engagement profesional"
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category = "Comunicación"
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[i18n.es.settings.content_style]
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label = "Estilo de contenido"
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description = "Voz y tono para las publicaciones de LinkedIn"
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[i18n.es.settings.post_frequency]
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label = "Frecuencia de publicación"
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description = "Con qué frecuencia crear y publicar contenido"
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[i18n.es.settings.content_topics]
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label = "Temas de contenido"
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description = "Temas sobre los que crear contenido (separados por comas, ej. IA, liderazgo, startups)"
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[i18n.es.settings.auto_engage]
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label = "Engagement automático"
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description = "Dar like y comentar automáticamente en publicaciones relevantes de tu red"
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[i18n.es.settings.approval_mode]
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label = "Modo de aprobación"
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description = "Poner publicaciones en cola para revisión en lugar de publicarlas directamente"
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[i18n.es.settings.hashtag_count]
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label = "Cantidad de hashtags"
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description = "Número de hashtags a incluir por publicación"
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[i18n.es.settings.target_audience]
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label = "Audiencia objetivo"
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description = "Audiencia principal para tu contenido"
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[i18n.es.settings.language]
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label = "Idioma"
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description = "Idioma para publicaciones e interacciones"
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[i18n.es.settings.connection_request_limit]
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label = "Limite de solicitudes de conexion"
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description = "Numero maximo de solicitudes de conexion por semana (superar 100/semana puede restringir la cuenta)"
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[i18n.es.settings.content_media_mode]
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label = "Modo de contenido multimedia"
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description = "Si las publicaciones incluyen imagenes o carruseles de documentos, o solo texto"
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[i18n.es.settings.engagement_reply_depth]
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label = "Profundidad de respuesta"
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description = "Nivel de participacion en los hilos de comentarios de tus publicaciones"
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# ─── French (Français) ────────────────────────────────────────────────────
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[i18n.fr]
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name = "Hand LinkedIn"
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description = "Gestionnaire LinkedIn autonome — optimisation de profil, création de contenu, réseautage et engagement professionnel"
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category = "Communication"
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[i18n.fr.settings.content_style]
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label = "Style de contenu"
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description = "Ton et style pour les publications LinkedIn"
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[i18n.fr.settings.post_frequency]
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label = "Fréquence de publication"
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description = "Fréquence de création et de publication de contenu"
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[i18n.fr.settings.content_topics]
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label = "Sujets de contenu"
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description = "Sujets sur lesquels créer du contenu (séparés par des virgules, ex. IA, leadership, startups)"
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[i18n.fr.settings.auto_engage]
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label = "Engagement automatique"
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description = "Aimer et commenter automatiquement les publications pertinentes de votre réseau"
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|
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[i18n.fr.settings.approval_mode]
|
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label = "Mode d'approbation"
|
||||
description = "Mettre les publications en file d'attente pour révision au lieu de les publier directement"
|
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|
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[i18n.fr.settings.hashtag_count]
|
||||
label = "Nombre de hashtags"
|
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description = "Nombre de hashtags à inclure par publication"
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[i18n.fr.settings.target_audience]
|
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label = "Public cible"
|
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description = "Public principal pour votre contenu"
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|
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[i18n.fr.settings.language]
|
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label = "Langue"
|
||||
description = "Langue pour les publications et les interactions"
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|
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[i18n.fr.settings.connection_request_limit]
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label = "Limite de demandes de connexion"
|
||||
description = "Nombre maximum de demandes de connexion par semaine (depasser 100/semaine peut entrainer des restrictions)"
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|
||||
[i18n.fr.settings.content_media_mode]
|
||||
label = "Mode media du contenu"
|
||||
description = "Inclure des images ou carrousels dans les publications, ou rester en texte uniquement"
|
||||
|
||||
[i18n.fr.settings.engagement_reply_depth]
|
||||
label = "Profondeur de reponse"
|
||||
description = "Niveau d'implication dans les fils de commentaires de vos publications"
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||||
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||||
# ─── German (Deutsch) ────────────────────────────────────────────────────
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||||
|
||||
[i18n.de]
|
||||
name = "LinkedIn-Hand"
|
||||
description = "Autonomer LinkedIn-Manager — Profiloptimierung, Content-Erstellung, Networking und professionelles Engagement"
|
||||
category = "Kommunikation"
|
||||
|
||||
[i18n.de.settings.content_style]
|
||||
label = "Inhaltsstil"
|
||||
description = "Ton und Stil für LinkedIn-Beiträge"
|
||||
|
||||
[i18n.de.settings.post_frequency]
|
||||
label = "Veröffentlichungshäufigkeit"
|
||||
description = "Wie oft Inhalte erstellt und veröffentlicht werden"
|
||||
|
||||
[i18n.de.settings.content_topics]
|
||||
label = "Inhaltsthemen"
|
||||
description = "Themen für die Content-Erstellung (kommagetrennt, z.B. KI, Führung, Startups)"
|
||||
|
||||
[i18n.de.settings.auto_engage]
|
||||
label = "Automatisches Engagement"
|
||||
description = "Relevante Beiträge im Netzwerk automatisch liken und kommentieren"
|
||||
|
||||
[i18n.de.settings.approval_mode]
|
||||
label = "Genehmigungsmodus"
|
||||
description = "Beiträge zur Überprüfung in die Warteschlange stellen, anstatt sie direkt zu veröffentlichen"
|
||||
|
||||
[i18n.de.settings.hashtag_count]
|
||||
label = "Anzahl Hashtags"
|
||||
description = "Anzahl der Hashtags pro Beitrag"
|
||||
|
||||
[i18n.de.settings.target_audience]
|
||||
label = "Zielgruppe"
|
||||
description = "Primäre Zielgruppe für Ihre Inhalte"
|
||||
|
||||
[i18n.de.settings.language]
|
||||
label = "Sprache"
|
||||
description = "Sprache für Beiträge und Interaktionen"
|
||||
|
||||
[i18n.de.settings.connection_request_limit]
|
||||
label = "Kontaktanfragen-Limit"
|
||||
description = "Maximale Anzahl an Kontaktanfragen pro Woche (über 100/Woche kann zu Einschränkungen führen)"
|
||||
|
||||
[i18n.de.settings.content_media_mode]
|
||||
label = "Inhalts-Medien-Modus"
|
||||
description = "Ob Beiträge Bilder oder Dokumentenkarussells enthalten oder nur Text verwenden"
|
||||
|
||||
[i18n.de.settings.engagement_reply_depth]
|
||||
label = "Antworttiefe"
|
||||
description = "Wie intensiv in Kommentarthreads der eigenen Beiträge mitdiskutiert wird"
|
||||
|
||||
# ─── Korean (한국어) ────────────────────────────────────────────────────
|
||||
|
||||
[i18n.ko]
|
||||
name = "LinkedIn Hand"
|
||||
description = "자율 LinkedIn 관리 — 프로필 최적화, 콘텐츠 제작, 네트워킹 및 전문적 소통"
|
||||
category = "커뮤니케이션"
|
||||
|
||||
[i18n.ko.settings.content_style]
|
||||
label = "콘텐츠 스타일"
|
||||
description = "LinkedIn 게시물의 어조와 스타일"
|
||||
|
||||
[i18n.ko.settings.post_frequency]
|
||||
label = "게시 빈도"
|
||||
description = "콘텐츠를 작성하고 게시하는 주기"
|
||||
|
||||
[i18n.ko.settings.content_topics]
|
||||
label = "콘텐츠 주제"
|
||||
description = "콘텐츠를 작성할 주제 (쉼표로 구분, 예: AI, 리더십, 스타트업)"
|
||||
|
||||
[i18n.ko.settings.auto_engage]
|
||||
label = "자동 소통"
|
||||
description = "네트워크 내 관련 게시물에 자동으로 좋아요 및 댓글"
|
||||
|
||||
[i18n.ko.settings.approval_mode]
|
||||
label = "승인 모드"
|
||||
description = "게시물을 직접 게시하지 않고 대기열에 추가하여 검토"
|
||||
|
||||
[i18n.ko.settings.hashtag_count]
|
||||
label = "해시태그 수"
|
||||
description = "게시물당 포함할 해시태그 수"
|
||||
|
||||
[i18n.ko.settings.target_audience]
|
||||
label = "대상 독자"
|
||||
description = "콘텐츠의 주요 대상 독자"
|
||||
|
||||
[i18n.ko.settings.language]
|
||||
label = "언어"
|
||||
description = "게시물 및 소통에 사용하는 언어"
|
||||
|
||||
[i18n.ko.settings.connection_request_limit]
|
||||
label = "연결 요청 한도"
|
||||
description = "주당 최대 연결 요청 수 (100건/주 초과 시 계정이 제한될 수 있음)"
|
||||
|
||||
[i18n.ko.settings.content_media_mode]
|
||||
label = "콘텐츠 미디어 모드"
|
||||
description = "게시물에 이미지나 문서 캐러셀을 포함할지, 텍스트만 사용할지 설정"
|
||||
|
||||
[i18n.ko.settings.engagement_reply_depth]
|
||||
label = "소통 답글 깊이"
|
||||
description = "자신의 게시물 댓글 스레드에 얼마나 깊이 참여할지 설정"
|
||||
>>>>>>> e65ad25 (feat(hands): improve linkedin, reddit, and twitter hands)
|
||||
Reference in new issue
Block a user