analytics-dashboard-generator
Create dashboards with KPIs and real-time metrics.
Best use case
analytics-dashboard-generator is best used when you need a repeatable AI agent workflow instead of a one-off prompt.
Create dashboards with KPIs and real-time metrics.
Teams using analytics-dashboard-generator should expect a more consistent output, faster repeated execution, less prompt rewriting.
When to use this skill
- You want a reusable workflow that can be run more than once with consistent structure.
When not to use this skill
- You only need a quick one-off answer and do not need a reusable workflow.
- You cannot install or maintain the underlying files, dependencies, or repository context.
Installation
Claude Code / Cursor / Codex
Manual Installation
- Download SKILL.md from GitHub
- Place it in
.claude/skills/analytics-dashboard-generator/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How analytics-dashboard-generator Compares
| Feature / Agent | analytics-dashboard-generator | Standard Approach |
|---|---|---|
| Platform Support | Not specified | Limited / Varies |
| Context Awareness | High | Baseline |
| Installation Complexity | Unknown | N/A |
Frequently Asked Questions
What does this skill do?
Create dashboards with KPIs and real-time metrics.
Where can I find the source code?
You can find the source code on GitHub using the link provided at the top of the page.
SKILL.md Source
# Analytics Dashboard Generator ## Purpose - Create dashboards with KPIs and real-time metrics. ## Preconditions - Access to system context (repos, infra, environments) - Confirmed requirements and constraints - Required approvals for security, compliance, or governance ## Inputs - Problem statement and scope - Current architecture or system constraints - Non-functional requirements (performance, security, compliance) - Target stack and environment ## Outputs - Design or implementation plan - Required artifacts (diagrams, configs, specs, checklists) - Validation steps and acceptance criteria ## Detailed Step-by-Step Procedures 1. Clarify scope, constraints, and success metrics. 2. Review current system state, dependencies, and integration points. 3. Select patterns, tools, and architecture options that match constraints. 4. Produce primary artifacts (docs/specs/configs/code stubs). 5. Validate against requirements and known risks. 6. Provide rollout and rollback guidance. ## Decision Trees and Conditional Logic - If compliance or regulatory scope applies -> add required controls and audit steps. - If latency budget is strict -> choose low-latency storage and caching. - Else -> prefer cost-optimized storage and tiering. - If data consistency is critical -> prefer transactional boundaries and strong consistency. - Else -> evaluate eventual consistency or async processing. ## Error Handling and Edge Cases - Partial failures across dependencies -> isolate blast radius and retry with backoff. - Data corruption or loss risk -> enable backups and verify restore path. - Limited access to systems -> document gaps and request access early. - Legacy dependencies with limited change tolerance -> use adapters and phased rollout. ## Tool Requirements and Dependencies - CLI and SDK tooling for the target stack - Credentials or access tokens for required environments - Diagramming or spec tooling when producing docs ## Stack Profiles - Use Profile A, B, or C from `skills/STACK_PROFILES.md`. - Note selected profile in outputs for traceability. ## Validation - Requirements coverage check - Security and compliance review - Performance and reliability review - Peer or stakeholder sign-off ## Rollback Procedures - Revert config or deployment to last known good state. - Roll back database migrations if applicable. - Verify service health, data integrity, and error rates after rollback. ## Success Metrics - Measurable outcomes (latency, error rate, uptime, cost) - Acceptance thresholds defined with stakeholders ## Example Workflows and Use Cases - Minimal: apply the skill to a small service or single module. - Production: apply the skill to a multi-service or multi-tenant system.
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