# Send Sentiment Tracker to your agent Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually. ## Fast path - Download the package from Yavira. - Extract it into a folder your agent can access. - Paste one of the prompts below and point your agent at the extracted folder. ## Suggested prompts ### New install ```text I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete. ``` ### Upgrade existing ```text I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run. ``` ## Machine-readable fields ```json { "schemaVersion": "1.0", "item": { "slug": "sentiment-tracker", "name": "Sentiment Tracker", "source": "tencent", "type": "skill", "category": "数据分析", "sourceUrl": "https://clawhub.ai/ivangdavila/sentiment-tracker", "canonicalUrl": "https://clawhub.ai/ivangdavila/sentiment-tracker", "targetPlatform": "OpenClaw" }, "install": { "downloadUrl": "/downloads/sentiment-tracker", "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=sentiment-tracker", "sourcePlatform": "tencent", "targetPlatform": "OpenClaw", "packageFormat": "ZIP package", "primaryDoc": "SKILL.md", "includedAssets": [ "SKILL.md", "memory-template.md", "setup.md" ], "downloadMode": "redirect", "sourceHealth": { "source": "tencent", "slug": "sentiment-tracker", "status": "healthy", "reason": "direct_download_ok", "recommendedAction": "download", "checkedAt": "2026-04-30T04:55:26.013Z", "expiresAt": "2026-05-07T04:55:26.013Z", "httpStatus": 200, "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=sentiment-tracker", "contentType": "application/zip", "probeMethod": "head", "details": { "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=sentiment-tracker", "contentDisposition": "attachment; filename=\"sentiment-tracker-1.0.0.zip\"", "redirectLocation": null, "bodySnippet": null, "slug": "sentiment-tracker" }, "scope": "item", "summary": "Item download looks usable.", "detail": "Yavira can redirect you to the upstream package for this item.", "primaryActionLabel": "Download for OpenClaw", "primaryActionHref": "/downloads/sentiment-tracker" }, "validation": { "installChecklist": [ "Use the Yavira download entry.", "Review SKILL.md after the package is downloaded.", "Confirm the extracted package contains the expected setup assets." ], "postInstallChecks": [ "Confirm the extracted package includes the expected docs or setup files.", "Validate the skill or prompts are available in your target agent workspace.", "Capture any manual follow-up steps the agent could not complete." ] } }, "links": { "detailUrl": "https://openagent3.xyz/skills/sentiment-tracker", "downloadUrl": "https://openagent3.xyz/downloads/sentiment-tracker", "agentUrl": "https://openagent3.xyz/skills/sentiment-tracker/agent", "manifestUrl": "https://openagent3.xyz/skills/sentiment-tracker/agent.json", "briefUrl": "https://openagent3.xyz/skills/sentiment-tracker/agent.md" } } ``` ## Documentation ### Sentiment Analysis Track what people say about anything — brands, crypto, products, competitors — across Twitter/X, Reddit, YouTube, Hacker News, and news sites. One-shot analysis for quick checks. Scheduled monitoring for ongoing tracking. Multi-entity dashboards to compare multiple things at once. ### Setup On first use, read setup.md and follow its guidelines. Data is stored locally in ~/sentiment-analysis/. ### When to Use User wants to know public opinion about something. Could be: "What are people saying about [brand]?" "How's sentiment on [crypto] right now?" "Monitor [product] mentions and alert me on negative spikes" "Compare sentiment: [brand A] vs [brand B]" ### Architecture Data lives in ~/sentiment-analysis/. See memory-template.md for setup. ~/sentiment-analysis/ ├── memory.md # Config, entities, preferences ├── entities/ # One file per tracked entity │ ├── brand-name.md │ └── crypto-xyz.md ├── reports/ # Generated analysis reports │ └── YYYY-MM-DD-entity.md └── alerts.md # Alert history ### Quick Reference TopicFileSetup processsetup.mdMemory templatememory-template.md ### 1. Source Diversity Matters Never rely on a single platform. Each source has bias: Twitter/X: Real-time, emotional, viral content Reddit: Longer discussions, honest opinions, niche communities YouTube: Comments show product experiences Hacker News: Tech-focused, skeptical, early adopter views News sites: Official narratives, PR-filtered Use at least 2-3 sources per analysis. Note source distribution in reports. ### 2. Time Windows Change Everything Sentiment shifts fast. Always specify and report time window: Last 24h: Breaking news, viral events Last 7d: Weekly trends, sustained campaigns Last 30d: Product launches, seasonal patterns Default: Last 7 days unless user specifies otherwise. ### 3. Quantify, Don't Guess Every report includes concrete metrics: 📊 Entity: [Name] 🕐 Period: [Date range] 📈 Volume: [X mentions found] 😊 Positive: XX% | 😠 Negative: XX% | 😐 Neutral: XX% Top Themes: 1. [Theme] — XX mentions, XX% negative 2. [Theme] — XX mentions, XX% positive Notable Posts: - [Quote] — [Platform, engagement] ### 4. Alerts Are Specific Don't alert on every change. Track baselines and alert on: Negative spike >20% above baseline Viral negative post (>10x normal engagement) New negative theme appearing Competitor positive spike ### 5. Multi-Entity Comparison When tracking multiple entities, always show relative performance: 📊 Sentiment Comparison (Last 7d) | Entity | Volume | Positive | Negative | Trend | |--------|--------|----------|----------|-------| | Brand A | 1,240 | 62% | 18% | ↗️ +5% | | Brand B | 890 | 45% | 32% | ↘️ -8% | ### 6. Scheduled Monitoring For ongoing tracking, use cron. Default schedules: Critical entities: Daily at 09:00 Regular entities: Every 3 days Background entities: Weekly Store schedule in memory.md. Deliver reports to user's preferred channel. ### 7. Save Everything After each analysis: Update entity file with new data Compare to previous analysis Note trend changes Archive raw findings ### Common Traps Single-source analysis → Completely skewed view. Reddit hates everything, Twitter loves drama. Always cross-reference. No time window → "Sentiment is positive" means nothing without dates. A product can be loved one week, hated the next. Vanity metrics → High volume ≠ positive sentiment. 1000 mentions with 80% negative is worse than 100 mentions with 60% positive. Ignoring context → A spike in "crypto X is dead" might be sarcasm or memes. Read actual posts, not just keyword counts. Alert fatigue → Alerting on every fluctuation makes users ignore alerts. Only signal meaningful changes. ### External Endpoints EndpointData SentPurposeSearch engines (via web_search)Query textFind mentionsSocial platforms (via web_fetch)URL requestsRead content No API keys required. No data stored externally. All analysis happens locally. ### Security & Privacy Data that leaves your machine: Search queries sent to web search (query text only) URL requests to public posts (reading only) Data that stays local: All entity tracking in ~/sentiment-analysis/ Historical sentiment data Alert configurations This skill does NOT: Require accounts on any platform Store data on external servers Send personal information anywhere Access private/protected content ### Related Skills Install with clawhub install if user confirms: analytics — web traffic and conversion data branding — brand strategy and guidelines monitor — system and service monitoring ### Feedback If useful: clawhub star sentiment-tracker Stay updated: clawhub sync ## Trust - Source: tencent - Verification: Indexed source record - Publisher: ivangdavila - Version: 1.0.0 ## Source health - Status: healthy - Item download looks usable. - Yavira can redirect you to the upstream package for this item. - Health scope: item - Reason: direct_download_ok - Checked at: 2026-04-30T04:55:26.013Z - Expires at: 2026-05-07T04:55:26.013Z - Recommended action: Download for OpenClaw ## Links - [Detail page](https://openagent3.xyz/skills/sentiment-tracker) - [Send to Agent page](https://openagent3.xyz/skills/sentiment-tracker/agent) - [JSON manifest](https://openagent3.xyz/skills/sentiment-tracker/agent.json) - [Markdown brief](https://openagent3.xyz/skills/sentiment-tracker/agent.md) - [Download page](https://openagent3.xyz/downloads/sentiment-tracker)