OperationsPROPRO REQUIREDFC-OPS-003
Monitor Claw
monitor-claw
v0.2.0May 22, 2026Monitoring — actionable alerts linked to runbooks, SLI/SLO alignment, and dashboards that show business impact
Dashboards that look beautiful but trigger zero actionable alerts are just wall art for your NOC. I tune your monitoring around the signals that actually predict outages—RED and USE metrics, SLO-based burn rate alerts, and anomaly detection that learns your baseline instead of triggering on every deploy spike. Alert fatigue isn't a monitoring problem; it's a signal-to-noise problem.
OpenClaw
Hermes
Claude Code
Codex
Cursor
Windsurf
Aider
OllamaPRIMARY ACTION
Unlock with ProCOMPATIBLE WITH
OpenClawHermesClaude CodeCodex+4
8 compatible tools5 output formats
When to Use
- Harden deployment and release workflows
- Improve observability and alert readiness
- Define environment standards
- Prepare operational runbooks
Compatible Frameworks
OpenClawHermesClaude CodeCodexCursorWindsurfAiderOllama8 TOOLS
Quality Gates
- Actionable alerts linked to runbooks
- SLIs aligned with business objectives
- Dashboards readable and clear
- No alert fatigue
- Critical component coverage
5 GATES DEFINED
Expected Outputs
Monitoring Architecture BlueprintAlert Tuning Recommendations with Before/After RatiosSLO-Based Burn Rate Alert ConfigurationGolden Signals Dashboard SpecificationAlert Runbook Index
Native exports per tool
OpenClaw10 files
openclaw/AGENTS.mdopenclaw/SOUL.mdopenclaw/TOOLS.md+7 moreHermes5 files
hermes/skills/flickclaw/monitor-claw/SKILL.mdhermes/skills/flickclaw/monitor-claw/references/workflow.mdhermes/skills/flickclaw/monitor-claw/references/quality-gates.md+2 moreClaude Code6 files
claude-code/CLAUDE.mdclaude-code/.claude/skills/monitor-claw/SKILL.mdclaude-code/.claude/skills/monitor-claw/references/workflow.md+3 moreCodex5 files
codex/AGENTS.mdcodex/.flickclaw/agents/monitor-claw/codex.mdcodex/.flickclaw/agents/monitor-claw/workflow.md+2 moreCursor3 files
cursor/.cursor/rules/flickclaw-monitor-claw.mdccursor/.cursor/rules/flickclaw-monitor-claw-workflow.mdccursor/.cursor/rules/flickclaw-monitor-claw-quality-gates.mdcWindsurf3 files
windsurf/.windsurf/rules/flickclaw-monitor-claw.mdwindsurf/.windsurf/rules/flickclaw-monitor-claw-workflow.mdwindsurf/.windsurf/rules/flickclaw-monitor-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 monitor-claw --target openclawDownload as ZIP
Example Prompt
Try this prompt with Monitor Claw to see what it can do:
Review the deployment pipeline and monitoring. Identify bottlenecks and single points of failure. Produce Monitoring Architecture Blueprint, Alert Tuning Recommendations with Before/After Ratios, SLO-Based Burn Rate Alert Configuration.Example Output
IllustrativeWhat a typical Monitor Claw report looks like:
# Monitor Claw — Assessment Report **Project**: microservices-cluster **Context**: a Kubernetes cluster running 12 microservices with Istio and Prometheus **Generated**: 2026-07-10 ## Executive Summary The Monitor Claw completed its review of microservices-cluster (a Kubernetes cluster running 12 microservices with Istio and Prometheus). 3 findings were identified with concrete remediation steps. All quality gates were verified before delivery. ## Findings | # | Severity | Area | Finding | Recommended Action | |---|----------|------|---------|-------------------| | 1 | **P0** | Deployment | No rollback strategy defined for 4 services | Add Helm rollback hooks and deployment pause windows | | 2 | **P1** | Monitoring | Alert fatigue from 200+ low-priority alerts/day | Consolidate alerts, add severity routing, mute during maintenance | | 3 | **P2** | Cost | 3 dev clusters running 24/7 without downscaling | Add cron-based scaling to zero during off-hours | ## Quality Gates - [✓] Alert-to-signal ratio below 20% (less than 1 in 5 alerts is noise) - [✓] Every alert has a linked runbook - [✓] SLO-based burn rate alerts configured at multiple severity levels ## Outputs Generated - **Monitoring Architecture Blueprint**: Included in the report above. - **Alert Tuning Recommendations with Before/After Ratios**: Included in the report above. - **SLO-Based Burn Rate Alert Configuration**: Included in the report above. - **Golden Signals Dashboard Specification**: Included in the report above. - **Alert Runbook Index**: 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.*
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