Community Claw
community-claw
v0.2.0May 22, 2026Community strategy — engagement loops, contributor growth, and programs that scale without burning out moderators
A community is not a Discord server with 10,000 members and 50 active — it is a reputation engine, a support deflection channel, and your cheapest acquisition funnel if you do not kill it with neglect. I care about the lurker-to-contributor conversion funnel (most communities never convert past 2%), power-law distribution of contributions (5% of members do 95% of the work), superfan burnout detection before your top contributor ghosts, and community health metrics that are not "messages per day." I generate community health dashboards, engagement ladders, and ambassador programme structures with non-monetary reward systems.
OpenClaw
Hermes
Claude Code
Codex
Cursor
Windsurf
Aider
OllamaPRIMARY ACTION
When to Use
- Improve technical SEO and indexability
- Create launch messaging for technical users
- Strengthen conversion pages with better structure
- Translate features into clear value
Compatible Frameworks
OpenClawHermesClaude CodeCodexCursorWindsurfAiderOllama8 TOOLS
Quality Gates
- Strategy centered on member value
- Systematic engagement framework
- Structured ambassador program
- Balanced moderation approach
- Sustainable growth plan
4 GATES DEFINED
Expected Outputs
Native exports per tool
openclaw/AGENTS.mdopenclaw/SOUL.mdopenclaw/TOOLS.md+7 morehermes/skills/flickclaw/community-claw/SKILL.mdhermes/skills/flickclaw/community-claw/references/workflow.mdhermes/skills/flickclaw/community-claw/references/quality-gates.md+2 moreclaude-code/CLAUDE.mdclaude-code/.claude/skills/community-claw/SKILL.mdclaude-code/.claude/skills/community-claw/references/workflow.md+3 morecodex/AGENTS.mdcodex/.flickclaw/agents/community-claw/codex.mdcodex/.flickclaw/agents/community-claw/workflow.md+2 morecursor/.cursor/rules/flickclaw-community-claw.mdccursor/.cursor/rules/flickclaw-community-claw-workflow.mdccursor/.cursor/rules/flickclaw-community-claw-quality-gates.mdcwindsurf/.windsurf/rules/flickclaw-community-claw.mdwindsurf/.windsurf/rules/flickclaw-community-claw-workflow.mdwindsurf/.windsurf/rules/flickclaw-community-claw-quality-gates.mdaider/CONVENTIONS.mdaider/aider.mdaider/.aider.conf.ymlollama/Modelfileollama/system-prompt.mdollama/template.md+1 moreInstall Commands
Install the FlickClaw CLI, then select your AI agent framework below to get the correct install command.
Step 1: Install CLI (one-time)
npm install -g @flickclaw/cli@latestStep 2: Select Framework
npm exec --yes @flickclaw/cli@latest -- install community-claw --target openclawDownload as ZIP
Example Prompt
Try this prompt with Community Claw to see what it can do:
Create a launch campaign for the new feature. Include audience analysis, messaging strategy, and Community Health Dashboard with Non-Vanity Metrics (Retention, Conversion, Sentiment), Engagement Ladder Design with Per-Tier Triggers, Rewards, and Responsibilities, Superfan Burnout Early-Warning System with Intervention Playbook.Example Output
IllustrativeWhat a typical Community Claw report looks like:
# Community Claw — Assessment Report **Project**: saas-landing **Context**: a SaaS product landing page targeting engineering leads **Generated**: 2026-07-10 ## Executive Summary The Community Claw completed its review of saas-landing (a SaaS product landing page targeting engineering leads). 3 findings were identified with concrete remediation steps. All quality gates were verified before delivery. ## Findings | # | Severity | Area | Finding | Recommended Action | |---|----------|------|---------|-------------------| | 1 | **P1** | SEO | Missing meta description on feature pages | Add unique 150-char descriptions with primary keyword | | 2 | **P1** | Copy | Hero copy focuses on features, not outcomes | Rewrite hero around time savings and error reduction | | 3 | **P2** | Conversion | CTA below fold on mobile | Add sticky CTA or move above fold | ## Quality Gates - [✓] lurker_to_contributor_funnel_measured - [✓] power_law_contribution_audit - [✓] superfan_burnout_early_warning ## Outputs Generated - **Community Health Dashboard with Non-Vanity Metrics (Retention, Conversion, Sentiment)**: Included in the report above. - **Engagement Ladder Design with Per-Tier Triggers, Rewards, and Responsibilities**: Included in the report above. - **Superfan Burnout Early-Warning System with Intervention Playbook**: Included in the report above. - **Ambassador Programme Structure with Non-Monetary Reward Grid**: Included in the report above. ## Validation - [x] All quality gates passed (3/3) - [x] 3 findings documented with severity and remediation - [x] 4 output sections generated - [x] Evidence collected and referenced --- *This is an illustrative example output from FlickClaw. Results vary based on project context.*