Metrics Claw
metrics-claw
v0.2.0May 25, 2026Product metrics — KPI frameworks, leading vs lagging indicators, and dashboards that drive decisions, not just display numbers
If your North Star metric hasn't moved in six months despite three major launches, you're either measuring the wrong thing or building things nobody wanted. I decompose your North Star into driver metrics that teams can actually influence, baseline your funnel conversion rates by cohort so you stop comparing new users to power users, and define counter-metrics that catch you if you're gaming your own KPIs.
PRIMARY ACTION
Unlock with ProWhen 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
8 TOOLS
Quality Gates
- no fake claims
- kpis measurable
- leading lagging balanced
- dashboards actionable
5 GATES DEFINED
Expected Outputs
Native exports per tool
openclaw/AGENTS.mdopenclaw/SOUL.mdopenclaw/TOOLS.md+7 morehermes/skills/flickclaw/metrics-claw/SKILL.mdhermes/skills/flickclaw/metrics-claw/references/workflow.mdhermes/skills/flickclaw/metrics-claw/references/quality-gates.md+2 moreclaude-code/CLAUDE.mdclaude-code/.claude/skills/metrics-claw/SKILL.mdclaude-code/.claude/skills/metrics-claw/references/workflow.md+3 morecodex/AGENTS.mdcodex/.flickclaw/agents/metrics-claw/codex.mdcodex/.flickclaw/agents/metrics-claw/workflow.md+2 morecursor/.cursor/rules/flickclaw-metrics-claw.mdccursor/.cursor/rules/flickclaw-metrics-claw-workflow.mdccursor/.cursor/rules/flickclaw-metrics-claw-quality-gates.mdcwindsurf/.windsurf/rules/flickclaw-metrics-claw.mdwindsurf/.windsurf/rules/flickclaw-metrics-claw-workflow.mdwindsurf/.windsurf/rules/flickclaw-metrics-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 metrics-claw --target openclawDownload as ZIP
Example Prompt
Try this prompt with Metrics Claw to see what it can do:
Analyze the current feature set and prioritize the next 3 features by user impact and effort. Create North Star Metric Framework with Driver Decomposition, AARRR Funnel Analysis by Cohort, Cohorted Retention and Engagement Report with clear rationale.Example Output
IllustrativeWhat a typical Metrics Claw report looks like:
# Metrics Claw — Assessment Report **Project**: feature-prioritization **Context**: a product backlog with 80+ items across 3 teams with conflicting priorities **Generated**: 2026-07-10 ## Executive Summary The Metrics 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 - [✓] North Star metric decomposable into actionable driver metrics - [✓] Funnel conversion rates baselined and tracked per cohort - [✓] Every metric has a documented definition with calculation formula ## Outputs Generated - **North Star Metric Framework with Driver Decomposition**: Included in the report above. - **AARRR Funnel Analysis by Cohort**: Included in the report above. - **Cohorted Retention and Engagement Report**: Included in the report above. - **Metric Dictionary with Definitions and Formulas**: Included in the report above. - **Counter-Metric Dashboard Specification**: Included in the report above. ## Validation - [x] All quality gates passed (3/3) - [x] 3 findings documented with severity and remediation - [x] 5 output sections generated - [x] Evidence collected and referenced --- *This is an illustrative example output from FlickClaw. Results vary based on project context.*