geopolitical-analyst-skillLive geopolitical intelligence analysis with 39 analytical modules and real-time data integration. No API keys required.
Install via ClawdBot CLI:
clawdbot install nimaansari/geopolitical-analyst-skillGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Sends data to undocumented external endpoint (potential exfiltration)
POST → https://api.reliefweb.int/v2/reports?appname=YOUR_APPCalls external URL not in known-safe list
https://github.com/nimaansari/geopolitical-analyst-skillAI Analysis
The skill uses only documented, public APIs for its stated purpose of geopolitical analysis, with no evidence of credential harvesting, hidden instructions, or obfuscation. The 'UNKNOWN_DATA_SINK' signal appears to be a false positive, as the ReliefWeb API endpoint is a legitimate, documented data source for humanitarian reports and does not constitute unauthorized data exfiltration.
Audited Apr 16, 2026 · audit v1.0
Generated Sep 29, 2026
Investment firms monitor geopolitical flashpoints (Taiwan Strait, South China Sea, Sahel coups) to adjust emerging market exposure before markets reprice. The skill's 9-step workflow combines ACLED conflict events with GDELT sentiment to flag deteriorating conditions days ahead of consensus.
Multinational manufacturers track regional instability near critical suppliers, ports, and shipping lanes. Analysts run FULL-depth sweeps on chokepoints like the Red Sea or Malacca Strait, integrating ReliefWeb humanitarian data to anticipate logistics disruptions.
Specialty insurers and credit risk teams need structured, confidence-scored assessments of conflict escalation and sanctions exposure for policies covering trade, assets, or personnel. The red-team module and multi-perspective scenarios support pricing and exclusion decisions.
Editorial teams use BRIEF-mode runs to add structured context to breaking stories — actor mapping, historical patterns, and information warfare analysis — within minutes of an event. Confidence scoring helps journalists communicate uncertainty responsibly.
Aid organizations deploy field teams into volatile regions and need daily threat monitoring with humanitarian access data. Scheduled runs via automated_monitor.py can trigger alerts on escalating conflict events near active operations.
Offer a hosted web interface wrapping the open-source engine with user accounts, saved watchlists, alerting, and historical trend charts. The core analysis stays free and MIT-licensed while convenience, persistence, and team features are monetized.
Analyst-assisted service producing branded, client-specific geopolitical briefings that combine automated module outputs with human expert review and tailored recommendations. Sold as one-off reports or retained advisory engagements.
Expose run_analysis as a metered REST API so quant funds, risk platforms, and ERPs can embed geopolitical scoring directly into their own systems. Rate-limited tiers map naturally onto the underlying public API quotas.
💬 Integration Tip
The package is pure Python depending only on requests and python-dateutil, so it drops easily into existing data pipelines; however, the free public APIs have daily rate limits (GDELT 250/day, ACLED 1,000/day), so cache responses and schedule bursts carefully to avoid throttling in production.
Scored Apr 19, 2026
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