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gaixianggeng

gate-news-communityscan

by gaixg · GitHub ↗ · v1.0.1 · MIT-0
cross-platform ✓ Security Clean
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Install in OpenClaw
/install gate-news-communityscan-staging
Description
Community sentiment via Gate-News MCP, X/Twitter-first. Use for social discussion, KOL takes, or opinion on a coin or topic. Triggers: what does the communit...
README (SKILL.md)

gate-news-communityscan

General Rules

⚠️ STOP — You MUST read and strictly follow the shared runtime rules before proceeding. Do NOT select or call any tool until all rules are read. These rules have the highest priority. → Read ./references/gate-runtime-rules.md → Also read ./references/info-news-runtime-rules.md for gate-info / gate-news shared rules (tool degradation, report standards, security, and output standards).

  • Only call MCP tools explicitly listed in this skill. Tools not documented here must NOT be called, even if they exist in the MCP server.

Community Sentiment Scan Skill (X/Twitter focused). Parallel calls fetch X/Twitter discussion analysis and quantitative social sentiment; LLM aggregates into a community insights report.

Trigger Scenarios: Community opinions, Twitter/X discussions, KOL views, social sentiment, etc.

Known Limitations

  • UGC platforms: Reddit, Discord, and Telegram depend on search_ugc availability. Until that API is online, label reports as X/Twitter-only.
  • Historical sentiment trend may degrade to a single-point snapshot depending on upstream API coverage.

MCP Dependencies

Required MCP Servers

MCP Server Status
Gate-News ✅ Required

MCP Tools Used

Query Operations (Read-only)

  • news_feed_search_x (X/Twitter discussion — e.g., Grok-backed analysis per upstream)
  • news_feed_get_social_sentiment

Authentication

  • API Key Required: No
  • Credentials Source: None; this skill uses read-only Gate Info / Gate News MCP access only.

Installation Check

  • Required: Gate-News
  • Install: Use the local Gate MCP installation flow for the current host IDE before continuing.
  • Continue only after the required Gate MCP server is available in the current environment.

Routing Rules

User Intent Keywords Action
Community opinion on a coin "what does community think about ETH" Execute with coin
X/Twitter discussion "Twitter discussion" "KOL views" Execute (X-focused)
General social sentiment "overall market sentiment" Execute (no specific coin)
Reddit/Discord specific "Reddit discussion" Inform: X now; UGC coming
News only "any crypto news" Route to gate-news-briefing
Coin analysis "analyze SOL" Route to gate-info-coinanalysis
Why price moved "why did BTC pump" Route to gate-news-eventexplain

Execution Workflow

Step 0: Multi-Dimension Intent Check

  • Community/social sentiment → this Skill.
  • Coin fundamentals + technicals + macro together → gate-info-research (if available).

Step 1: Intent Recognition & Parameter Extraction

  • coin (optional)
  • topic (optional): e.g., ETF, regulation, Layer 2
  • query: constructed from coin + topic for X search; if neither, general market social scan

Step 2: Call MCP Tools in Parallel

Step MCP Tool Parameters Retrieved Data Parallel
1a news_feed_search_x query={coin or topic} X discussion / narratives / KOL angles Yes
1b news_feed_get_social_sentiment coin={coin} if specified Sentiment score, ratios, mention volume Yes

Step 3: LLM Aggregation

  • Synthesize qualitative X discussion with quantitative sentiment
  • Dominant narratives and KOL themes
  • Sentiment vs price alignment or divergence

Report Template

## Community Sentiment Scan: {coin or topic}

> Generated: {timestamp} | Platforms: X/Twitter only
> Note: Reddit/Discord/Telegram not yet supported.

### X/Twitter Discussion

{Summary from news_feed_search_x}

**Key Narratives**: ...
**Notable KOL Views**: ...

### Sentiment Metrics

| Metric | Value | Assessment |
|--------|-------|------------|
| Sentiment Score | {score} | {Bullish/Bearish/Neutral} |

### Sentiment vs Price

| Dimension | Current |
|-----------|---------|
| Social Sentiment | ... |
| Price Trend (24h) | ... |
| Alignment | {Aligned / Divergent} |

### Key Takeaways

{2–3 insights}

> Community sentiment is not a reliable price predictor. This does not constitute investment advice.

Decision Logic

Condition Assessment
Sentiment score > 70 Strongly bullish — contrarian caution
Sentiment score \x3C 30 Strongly bearish — possible capitulation or opportunity
Positive ratio > 80% Strong positive consensus — watch for reversal
Discussion volume > 2x 7d average Unusual activity — possible catalyst
KOL opinions divided Broken consensus — uncertainty
Sentiment bullish but price falling Divergence — sentiment may lag
Sentiment bearish but price rising Divergence — market defying expectations

Error Handling

Error Type Handling
news_feed_search_x fails Sentiment metrics only; note X discussion unavailable
news_feed_get_social_sentiment fails X discussion only; skip metrics
Both Tools fail Return error; suggest retry
No X discussions for query Broaden query; note limited data
User asks for Reddit/Discord State UGC not available; X-only for now

Cross-Skill Routing

User Follow-up Intent Route To
"Analyze this coin" gate-info-coinanalysis
"Any news about this?" gate-news-briefing
"Why is it pumping/dumping?" gate-news-eventexplain
"Technical analysis?" gate-info-trendanalysis
"On-chain data?" gate-info-tokenonchain
"How's the overall market?" gate-info-marketoverview

Safety Rules

  1. No fabricated opinions: Only report what data supports; do not invent KOL quotes.
  2. Source attribution: Attribute generically to KOL/community unless public figure is clearly named in data.
  3. Neutral presentation: Show bullish and bearish views.
  4. Sentiment ≠ prediction: State limitations clearly.
  5. Platform transparency: Label X/Twitter-only coverage.
  6. Misinformation: Prefer "unverified claims circulating" over stating rumors as fact.
  7. Age & eligibility: Intended for users aged 18 or above with full civil capacity in their jurisdiction.
  8. Data flow: The host agent processes user prompts; this skill directs read-only Gate-News MCP tools listed above. The LLM synthesizes from tool results. This skill does not invoke additional third-party data services.
Usage Guidance
This skill appears coherent: it only calls two read-only Gate-News MCP tools and produces an X/Twitter-focused sentiment report. Before installing, verify that your environment has the Gate-News MCP server (the skill will fail or degrade if the MCP tools are unavailable). Note that reports are labeled X/Twitter-only until UGC search is enabled. No credentials are requested, but you should only enable this skill if you trust the local Gate MCP implementation it will query. Also be aware that the agent may invoke the skill autonomously (normal platform behavior); if you want to restrict autonomous use, adjust agent settings accordingly.
Capability Analysis
Type: OpenClaw Skill Name: gate-news-communityscan-staging Version: 1.0.1 The skill bundle is a legitimate tool designed to analyze cryptocurrency social sentiment using the Gate-News MCP server. It defines clear, read-only tool operations (news_feed_search_x and news_feed_get_social_sentiment) and includes comprehensive safety rules and runtime guardrails in SKILL.md and the referenced rule files. No evidence of data exfiltration, malicious execution, or harmful prompt injection was found.
Capability Tags
crypto
Capability Assessment
Purpose & Capability
Name/description request X/Twitter-focused community sentiment and the SKILL.md only requires read-only Gate-News MCP tools (news_feed_search_x and news_feed_get_social_sentiment). No unrelated binaries, credentials, or config paths are requested.
Instruction Scope
Runtime instructions are narrowly scoped to constructing queries, calling the two specified MCP tools in parallel, aggregating results, and producing a report. The included runtime rules forbid calling undocumented tools and forbid exposing secrets.
Install Mechanism
Instruction-only skill with no install spec and no code files — nothing is written to disk or downloaded as part of the skill bundle.
Credentials
No environment variables, credentials, or config paths are required. The skill explicitly states it uses read-only MCP access and does not require an API key or secrets.
Persistence & Privilege
Skill is not always-enabled and does not request persistent privileges or modify other skills. It can be invoked by the agent (normal behavior) but does not request elevated presence.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install gate-news-communityscan-staging
  3. After installation, invoke the skill by name or use /gate-news-communityscan-staging
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.1
- Updated shared runtime rule references to point to new locations in the `references/` directory. - Removed skill-local installation/maintenance instructions from documentation. - Deleted unused or redundant documentation files: `CHANGELOG.md`, `README.md`, and `references/scenarios.md`. - Added new rule reference files: `references/gate-runtime-rules.md` and `references/info-news-runtime-rules.md`.
v1.0.0
gate-news-communityscan-staging 1.0.0 - Initial release of the Community Sentiment Scan skill, focused on X/Twitter for crypto social discussion and opinion analysis. - Provides both qualitative narrative/KOL view summaries and quantitative sentiment metrics by parallel tool calls. - Includes routing logic for related intents (e.g. coin analysis, news briefing) and error handling for tool/API limitations. - Explicitly labels reports as X/Twitter-only until UGC (Reddit, Discord, Telegram) search is available. - Implements strong guidelines on neutrality, attribution, and platform limitations.
Metadata
Slug gate-news-communityscan-staging
Version 1.0.1
License MIT-0
All-time Installs 0
Active Installs 0
Total Versions 2
Frequently Asked Questions

What is gate-news-communityscan?

Community sentiment via Gate-News MCP, X/Twitter-first. Use for social discussion, KOL takes, or opinion on a coin or topic. Triggers: what does the communit... It is an AI Agent Skill for Claude Code / OpenClaw, with 88 downloads so far.

How do I install gate-news-communityscan?

Run "/install gate-news-communityscan-staging" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is gate-news-communityscan free?

Yes, gate-news-communityscan is completely free, licensed under MIT-0. You can download, install and use it at no cost.

Which platforms does gate-news-communityscan support?

gate-news-communityscan is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created gate-news-communityscan?

It is built and maintained by gaixg (@gaixianggeng); the current version is v1.0.1.

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