ProductPROPRO REQUIREDFC-PROD-018
Churn Claw
churn-claw
Churn prediction and prevention: risk scoring, intervention triggers, and win-back campaigns.
Churn Claw builds churn prediction models with risk scoring, automated intervention triggers, and win-back campaign strategies.
OpenClaw
Hermes
Claude Code
Codex
Cursor
Windsurf
Aider
OllamaPRIMARY ACTION
Unlock with ProCOMPATIBLE WITH
OpenClawHermesClaude CodeCodex+4
OpenClaw is the default target. Cursor example below.
When to Use
- Translate vague ideas into implementation scope
- Prepare user stories with acceptance criteria
- Set realistic priorities before coding
- Create an actionable launch roadmap
Compatible Frameworks
OpenClawHermesClaude CodeCodexCursorWindsurfAiderOllama8 TOOLS
Quality Gates
No explicit gate list for this agent in the current dataset.
4 GATES DEFINED
Expected Outputs
Native exports per tool
OpenClaw10 files
openclaw/AGENTS.mdopenclaw/SOUL.mdopenclaw/TOOLS.md+7 moreHermes5 files
hermes/skills/flickclaw/churn-claw/SKILL.mdhermes/skills/flickclaw/churn-claw/references/workflow.mdhermes/skills/flickclaw/churn-claw/references/quality-gates.md+2 moreClaude Code6 files
claude-code/CLAUDE.mdclaude-code/.claude/skills/churn-claw/SKILL.mdclaude-code/.claude/skills/churn-claw/references/workflow.md+3 moreCodex5 files
codex/AGENTS.mdcodex/.flickclaw/agents/churn-claw/codex.mdcodex/.flickclaw/agents/churn-claw/workflow.md+2 moreCursor3 files
cursor/.cursor/rules/flickclaw-churn-claw.mdccursor/.cursor/rules/flickclaw-churn-claw-workflow.mdccursor/.cursor/rules/flickclaw-churn-claw-quality-gates.mdcWindsurf3 files
windsurf/.windsurf/rules/flickclaw-churn-claw.mdwindsurf/.windsurf/rules/flickclaw-churn-claw-workflow.mdwindsurf/.windsurf/rules/flickclaw-churn-claw-quality-gates.mdAider3 files
aider/CONVENTIONS.mdaider/aider.mdaider/.aider.conf.ymlOllama4 files
ollama/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
OpenClaw
npm exec --yes @flickclaw/cli@latest -- install churn-claw --target openclawDownload as ZIP
Example Prompt
Try this prompt with Churn Claw to see what it can do:
Analyze the current feature set and prioritize the next 3 features by user impact and effort. Create with clear rationale.Example Output
IllustrativeWhat a typical Churn Claw report looks like:
# Churn Claw — Assessment Report **Project**: feature-prioritization **Context**: a product backlog with 80+ items across 3 teams with conflicting priorities **Generated**: 2026-05-26 ## Executive Summary The Churn Claw completed its review of feature-prioritization (a product backlog with 80+ items across 3 teams with conflicting priorities). 3 findings were identified with concrete remediation steps. All quality gates were verified before delivery. ## Findings | # | Severity | Area | Finding | Recommended Action | |---|----------|------|---------|-------------------| | 1 | **P1** | Scope | 12 features lack acceptance criteria | Define criteria and success metrics before scheduling | | 2 | **P2** | Dependencies | Team B blocked on Team A for 4 upcoming items | Resequence to parallelize independent work streams | | 3 | **P2** | Metrics | No success metric defined for Q2 initiatives | Add North Star metric and leading indicators per initiative | ## Quality Gates - [✓] no_fake_claims - [✓] risk_scoring_data_sourced - [✓] intervention_triggers_actionable ## Outputs Generated ## Validation - [x] All quality gates passed (3/3) - [x] 3 findings documented with severity and remediation - [x] 0 output sections generated - [x] Evidence collected and referenced --- *This is an illustrative example output from FlickClaw. Results vary based on project context.*