Community Feedback Synthesis & Prioritization
Transform community feedback into prioritized themes and advocacy narratives
What You Can Do
You can rapidly synthesize large volumes of community feedback from multiple channels—surveys, town halls, canvassing notes, social media, and emails—into structured, ranked insights. Claude identifies recurring themes, quantifies priority levels by frequency and constituent urgency, and generates compelling advocacy narratives with specific quotes and data points that prove responsiveness to stakeholders like elected officials, foundation funders, and coalition partners.
Features
Merge surveys, meeting transcripts, social media comments, email, and canvassing notes into a single analysis
Identify recurring topics automatically and group related feedback by issue area
Rank themes using frequency, constituent intensity, and organizational relevance
Pull direct quotes from feedback that illustrate each theme for authentic advocacy narratives
Create stakeholder-ready briefs with specific numbers, quotes, and recommendations
Convert feedback into concrete next steps aligned with community priorities
Identify which issues generate urgency vs. acceptance to calibrate advocacy messaging
Spot shifts in community priorities over time or across demographic segments
Example Output
Input: 247 survey responses + 43 town hall comment notes + 18 social media threads about transit access
Output:
Top 3 Community Priorities
1. Bus Route Accessibility (Frequency: 94 mentions | Urgency: High | Impact: Critical)
- 38% of respondents cited unreliable bus schedules
- Direct quote: "I miss work 2-3 times monthly because the 42 bus just doesn't come. I can't rely on it." — Survey respondent, District 4
- Recommendation: Commission route reliability audit; meet with transit authority
2. Evening/Weekend Service Gaps (Frequency: 67 mentions | Urgency: High | Impact: High)
- Affects shift workers and students disproportionately
- Quote: "Working nights, I have zero options to get home safely after midnight." — Town hall attendee
- Recommendation: Pilot weekend express routes
3. Fare Affordability (Frequency: 52 mentions | Urgency: Medium | Impact: High)
- Senior and low-income households most affected
- Recommendation: Advocate for subsidized pass program for residents below 200% AMI
What's Included
- SKILL.md: Complete instruction file with system prompt and synthesis workflow
- Feedback Analysis Template: Structured worksheet for organizing raw input by source and theme
- Priority Matrix Framework: Urgency/Impact grid to rank themes consistently
- Advocacy Narrative Template: Pre-formatted brief structure (Executive Summary, Key Themes, Quotes, Recommendations)
- Multi-Source Feedback Checklist: Ensures you capture input from surveys, social media, meetings, canvassing, and email
Who It's For
- Community organizers and grassroots leaders managing civic engagement campaigns
- Nonprofit program directors synthesizing constituent feedback for strategic planning
- Advocacy campaign managers converting member input into policy priorities
- Elected officials' staff preparing constituent briefings and town hall summaries
- Coalition coordinators consolidating member organization feedback for joint advocacy
Best For
- Post-survey analysis — Processing 100+ responses into themes and recommendations
- Town hall synthesis — Converting meeting notes and live feedback into organized output within 24 hours
- Multi-channel feedback consolidation — Merging surveys, social media, email, and canvassing data into one narrative
- Stakeholder briefings — Creating data-backed presentations for elected officials and funders
- Priority comparison — Identifying gaps between community priorities and organizational assumptions
You might also like
You get a systematic HIPAA compliance audit that evaluates your healthcare operations against the Privacy and Security Rules, identifies gaps by severity level, and generates prioritized remediation roadmaps. The skill scores your overall compliance risk and delivers actionable findings with specific remediation steps, timelines, and ownership assignments so you can strategically close compliance gaps and reduce breach risk.
by joabgonzalez
Analyze your board's practices, policies, and documentation to identify governance compliance gaps and fiduciary duty risks. You receive expert-level legal review findings with prioritized recommendations for liability mitigation. The skill evaluates your governance framework against industry best practices and regulatory requirements.
by joabgonzalez
You can design complete campaign architectures that escalate strategically from education through direct action, with tailored messaging for different audiences (allies, decision-makers, public). Map power dynamics to identify leverage points, build coalition strategies across organizations, and diagnose why campaigns stall so you can adjust tactics without abandoning strategy.
by joabgonzalez
Generate privacy impact assessments, data processing agreements, and breach notification templates tailored to your organization's specific data flows and regulatory obligations. You'll produce audit-ready compliance documentation, identify data handling risks, and streamline responses to regulatory requirements and data subject requests.
by joabgonzalez
You can systematically structure complex corporate ethics investigations, analyze violations against consistent standards, and develop legally defensible enforcement decisions. This skill provides investigation protocols, violation assessment frameworks, and decision documentation templates that help you document findings objectively and justify enforcement actions through structured reasoning.
by joabgonzalezYou'll transform your idea into a professionally formatted, market-ready ebook that's ready to sell on Amazon, your website, or anywhere else in just two days. This skill walks you through a battle-tested system that handles everything from manuscript structure to cover design to launch strategy, eliminating all the confusion that usually stretches ebook creation into months. You'll have a completed, polished product and a live sales page by Monday morning.
by joabgonzalez
You can rapidly analyze dozens or hundreds of qualitative responses—interviews, focus groups, open-ended survey answers, and participant feedback—to extract themes, patterns, and evidence of program impact. Claude codes responses against your logic model or emergent themes, flags anomalies where outcomes diverge from expectations, and generates frequency tables and quote libraries that substantiate your evaluation reports with real participant data.
by joabgonzalez
Generate SEC-compliant board materials, governance documentation, and risk disclosures that meet Delaware corporate law standards and best practices. You can prepare meeting agendas, board resolutions, committee charters, conflict disclosures, and minutes templates—all with embedded compliance logic and audit trails. This skill streamlines board administration by automating routine documentation while ensuring every template meets regulatory requirements.
by joabgonzalez