slope-performance-analysis

name	slope-performance-analysis
version	1.0
description	Interpreting SLOPE handicap cards, miss patterns, hazard data, and generating actionable recommendations. Use when analyzing sprint performance, reading handicap cards, investigating miss patterns, computing dispersion, or generating backlog strategies from performance data.
triggers	["handicap","performance","analysis","slope card","miss pattern","hazard","dispersion","trend"]
context_files	["CODEBASE.md",".slope/config.json"]

SLOPE Performance Analysis

Performance analysis agent for SLOPE-managed projects. Interprets handicap cards, miss patterns, hazard data, and dispersion to produce actionable recommendations.

File Map

File	Purpose
SKILL.md	This file — overview and quick reference metrics
gotchas.md	Metric misinterpretation pitfalls and scoring edge cases
references/handicap-anatomy.md	Field-by-field card interpretation, rolling stats, trend detection
references/recommendations.md	From miss patterns and hazard hotspots to actionable backlog strategies
scripts/analysis-helpers.js	execute() snippets for handicap, dispersion, area performance, training plans

Quick Reference — Metric Thresholds

Metric	Good	Warning	Action Needed
Handicap	0-1	2-3	4+
Trend	Improving	Stable	Worsening
Club success rate	>90%	70-90%	<70%
Miss rate	<5%	5-15%	>15%
Recurring hazards	0-2	3-5	6+

Key Concepts

• Handicap — Rolling performance score (lower is better). 0 = consistently hitting par.
• Dispersion — Distribution of miss directions (long/short/left/right). Dominant direction = systemic issue.
• Hazard hotspots — Modules with recurring hazards, weighted by recency (0.7 recent, 0.3 historical).
• Club performance — Success rate per complexity tier. Low rate on a club = that tier has issues.

CLI Commands

Command	Purpose
slope card	Generate handicap card
slope briefing	Pre-sprint performance summary
slope review recommend	Check which reviews apply
slope report	Generate HTML performance report
slope dashboard	Live local performance dashboard

Read gotchas.md for metric interpretation pitfalls. Read references/handicap-anatomy.md for detailed field interpretation.