Community Sentiment Analysis & Action Planning
Analyze gaming community sentiment and generate prioritized action plans
What You Can Do
You can analyze community conversations across Discord, Reddit, Twitch, Twitter, and in-game channels to identify sentiment patterns, categorize problems by severity and impact, and generate tiered response strategies. This skill provides gaming-specific context interpretation—distinguishing between pay-to-win complaints and server lag reports—to help you prioritize which conversations require immediate attention and decide between monitoring, engagement, or official response.
Features
understand community frustrations in context (balance complaints vs. technical issues vs. toxicity)
assess sentiment across Discord, Reddit, Twitch, Twitter, and in-game channels simultaneously
flag players showing escalation triggers or churn indicators before they become community problems
prioritize which conversations warrant immediate moderator attention vs. monitoring
create monitoring, engagement, or official response plans based on sentiment intensity
generate action items with specific roles (moderator, community manager, developer) and timelines
produce data-backed community health summaries with visual hierarchies for executive briefings
define what constitutes monitoring vs. engagement vs. crisis response for your specific game
Example Output
Input: Analysis of recent Discord and Reddit discussions about your battle royale's new ranked season
Output:
Sentiment Summary:
- Positive (28%): Excited about new cosmetics and balance changes
- Neutral (34%): Gameplay discussions and rule clarifications
- Negative (38%): Matchmaking concerns, battle pass pricing, server stability
Critical Issues (Immediate Action):
-
Server lag reports spiking in #technical-support (15 mentions, 4 new reports today)
- Action: Escalate to dev team, pin server status update in Discord
- Owner: Community Manager | Timeline: Within 2 hours
-
"Pay-to-win" battle pass sentiment (23 mentions, trending)
- Action: Prepare FAQ addressing cosmetics-only stance, pin clarification thread
- Owner: Community Lead | Timeline: Within 4 hours
At-Risk Player Segments:
- Competitive ladder players showing frustration with matchmaking (recommend balance communication)
- New player cohort confused about season reset (recommend onboarding thread)
Recommended Weekly Actions:
- Tuesday: Developer AMA focused on server infrastructure
- Thursday: Battle pass value breakdown community post
What's Included
- SKILL.md: Core instruction file with gaming sentiment framework and analysis methodology
- Sentiment Category Template: Gaming-specific categorization scheme (balance, technical, economy, toxicity, engagement) with scoring rubric
- Multi-Channel Assessment Worksheet: Structured format for analyzing conversations across 5+ platforms simultaneously
- Severity Triage Checklist: Decision tree for determining monitoring vs. engagement vs. official response thresholds
- Action Plan Generator Framework: Template for creating ownership-assigned, timeline-specific action items with escalation paths
Who It's For
- Community Managers — assess daily sentiment shifts and brief teams on emerging issues
- Game Marketing Managers — provide data-backed community health insights for leadership and marketing strategy adjustments
- Esports or Competitive Community Leads — monitor pro player sentiment and competitive community escalation triggers
- Senior Community Teams — coordinate moderation priorities and response strategies across multiple team members
- Live Service Producers — understand community reception to balance patches and content updates before scaling communication
Best For
- Weekly or monthly community health reporting with prioritized action items
- Crisis prevention — identifying emerging controversies before they require official statements
- Moderator briefings — providing context and response strategies for current sentiment drivers
- Leadership updates — translating raw community feedback into executive-ready insights with ownership clarity
- Post-patch or content update assessment — rapidly evaluating community response and determining if developer communication is needed
You might also like
You'll evaluate gaming influencer partnerships using quantitative performance data, audience demographics, and engagement quality metrics instead of relying on follower counts. The skill extracts actionable insights on performance benchmarking against industry standards, assesses demographic alignment with your target player base, and calculates true campaign ROI including reach, engagement, conversions, and brand lift to guide budget allocation and partnership negotiations.
by foundups
You systematically extract and synthesize player sentiment across multiple community channels—Discord, Reddit, forums, in-game chat, and social media—to identify patterns, emerging trends, and underlying pain points. Claude then generates targeted engagement strategies rooted in actual player concerns rather than assumptions, helping you diagnose why sentiment shifts occur, segment players by motivation, and craft messaging that resonates with specific player groups to reduce churn and amplify positive word-of-mouth.
by foundups
You can transform game design documents into organized functional test case matrices with clear objectives, preconditions, steps, expected results, and edge case identification. Claude analyzes your feature specifications to identify coverage gaps in existing test suites, revealing untested feature interactions and edge cases that informal testing might miss. This accelerates test planning while ensuring systematic coverage across complex game systems.
by foundups
You'll architect the emotional journey your trailer tells—structuring narrative strategy that balances marketing messaging with authentic gameplay representation. This skill helps you identify the core emotional hooks, establish thematic consistency across multiple trailer variations, and translate game design pillars into audience-facing marketing language that drives conversion and builds community investment.
by foundups
You can transform raw profiler data from Unity Profiler, Unreal Insights, PIX, or NVIDIA FrameView into structured performance analysis reports. This skill helps you isolate root causes of frame time spikes, distinguish transient dips from systemic issues, and create optimization priority matrices that guide developer focus. You'll generate reproducible test cases and validation metrics that accelerate performance fix implementation.
by foundups
You can generate comprehensive production breakdowns for live service events that map critical dependencies across disciplines, identify bottlenecks before they occur, and establish realistic timelines with contingency buffers. The skill creates actionable calendars that show parallel workflows, handoff points, and resource constraints—enabling producers to communicate complex timelines to stakeholders and catch feasibility issues early in planning cycles.
by foundups
This skill enables you to systematically identify compliance violations against platform-specific requirements and content rating systems, then categorize them by severity and regulatory framework. You generate structured compliance documentation that maps each violation to its technical or content root cause, creates prioritized remediation roadmaps, and produces audit-ready submission packages that satisfy platform certification auditors—transforming scattered violation notes into actionable, release-blocking issue priorities.
by foundups
You can systematically generate standardized QA test matrices that cover text rendering, font issues, cultural appropriateness, and platform-specific localization failures across dozens of languages and regional variants. The skill produces repeatable testing protocols with structured bug reproduction steps, language-specific test scenarios, and regional variant coverage plans—transforming ad-hoc localization testing into auditable, comprehensive processes that catch issues before player release.
by foundups