Agent skill
performance-tracking
Use when establishing measurement frameworks, dashboards, and optimization rhythms for live campaigns.
Install this agent skill to your Project
npx add-skill https://github.com/majiayu000/claude-skill-registry/tree/main/skills/data/performance-tracking
SKILL.md
Performance Tracking Skill
When to Use
- Before launch to define metrics, data sources, and reporting cadence.
- During active campaigns to monitor pacing vs goals and trigger optimizations.
- Post-campaign retros to capture learnings and benchmarks.
Framework
- Metric Hierarchy – define business (pipeline, revenue), leading (MQL, CTR), and diagnostic metrics (CPC, landing page CVR).
- Data Plumbing – map sources (ad platforms, MA, CRM, BI) and ensure consistent IDs/UTMs.
- Dashboard Build – create executive + operator views with automated refresh.
- Alerting – set thresholds for spend pacing, CPA, conversion drops, SLAs.
- Insight Cadence – daily standups, weekly deep dives, end-of-campaign retros.
- Documentation – record hypotheses, experiments, and outcomes.
Templates
- KPI tree worksheet.
- Dashboard spec (dataset, visualization, owner, refresh schedule).
- Optimization log (date, insight, action, result).
Tips
- Automate alert routing (Slack, email) so anomalies are actioned quickly.
- Pair dashboards with narrative summaries to help execs interpret shifts.
- Capture experiment context in the optimization log to prevent repeating failed tests.
- Align BI/RevOps early so new metrics get logged before launch.
Recommended Agent Skills
Expand your agent's capabilities with these related and highly-rated skills.
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agent-ops-state
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agent-ops-spec
Manage specification documents in .agent/specs/. Use when user provides requirements, acceptance criteria, or feature descriptions that need to be tracked and validated against implementation.
agent-ops-testing
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agent-ops-testing
Test strategy, execution, and coverage analysis. Use when designing tests, running test suites, or analyzing test results beyond baseline checks.
agent-ops-state
Maintain .agent state files. Use at session start, after meaningful steps, and before concluding: read/update constitution/memory/focus/issues/baseline consistently.
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