frontend-skills-stats

Analyze hook harness session data to quantify latency, rule activity, and drift.

3|1|Updated Mar 23, 2026

Search Tags:#analytics #frontend #metrics #dashboard #latency #drift #hook-harness

Ready to run

npx skills add https://github.com/malinskibeniamin/skills --skill frontend-skills-stats

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: frontend-skills-stats
Source: https://github.com/malinskibeniamin/skills/tree/main/frontend-skills-stats
Command: npx skills add https://github.com/malinskibeniamin/skills --skill frontend-skills-stats

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

The analytics dashboard surfaces latency, rule activity, zero-fire hooks, and drift insights for the frontend-skills hook harness, enabling practitioners to monitor performance and governance at a glance.

Core Features & Use Cases

Track latency percentiles (P50, P95) across hooks to identify performance regressions.
Audit rule firing and drift between skill manifests and hook configurations.
Generate actionable dashboards for session health, compliance, and change management.

Quick Start

Analyze current hook metrics and generate a live frontend-skills harness dashboard for latency, rule activity, and drift.

Frequently Asked Questions about frontend-skills-stats

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I analyze frontend hook metrics for latency and rule activity?▼

To analyze frontend hook metrics, this Skill parses perf_ms, blocks, nudges, and manifest data from ~/.claude/hook-metrics and skill-manifest.json to produce structured latency percentiles and rule activity tables. It quantifies performance and governance across multiple sessions and hook configurations.

What is manifest drift detection in frontend hook configurations?▼

Manifest drift detection compares current skill-manifest.json entries against active hook configurations to identify discrepancies. This process surfaces governance changes and rule mismatches across runs, enabling practitioners to audit compliance and manage configuration changes effectively.

How do I track P50 and P95 latency percentiles across hook runs?▼

Track P50 and P95 latency percentiles by parsing perf_ms data from ~/.claude/hook-metrics session logs. The Skill calculates latency distributions across hooks to identify performance regressions and generate a session health dashboard.

Can I audit zero-fire hooks and rule firing activity from session data?▼

Yes, you can audit rule firing and zero-fire hooks by parsing block and nudge events from ~/.claude/hook-metrics. The Skill generates structured tables detailing rule activity across sessions to highlight inactive or misconfigured hooks.

What do I need to generate a frontend-skills harness dashboard?▼

You need active session data stored in ~/.claude/hook-metrics and a valid skill-manifest.json file. The Skill reads these inputs directly to generate a live dashboard covering latency profiling, rule activity auditing, and manifest drift checks.