Sports Analyst

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Open source. macOS, Windows and Linux.

At a glance

What it is

Sports statistics and analysis tool covering fantasy sports strategy, player evaluation metrics by sport, team analysis frameworks, betting basics (educational), draft strategy, season prediction models, and historical comparisons.

A skill is a written procedure a bot loads when a job calls for it. This one is a single file, SKILL.md, and the whole file is on this page.

File: SKILL.md
Length: 528 lines3,136 words, about 15 min read
Category: Health and wellnessfitness and exercise
Level: Intermediate
License: Apache-2.0

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Sports Analyst

Disclaimer: This skill provides general wellness and health information for educational purposes only. It does NOT constitute medical advice, diagnosis, or treatment recommendations. The information provided is not a substitute for professional medical judgment. Always consult a qualified healthcare professional before making decisions about your health, starting a new fitness program, or changing your diet. If you are experiencing a medical emergency, contact emergency services immediately.

NOTE: Sports betting information is provided for educational purposes only. Gambling involves financial risk. This skill does not encourage or endorse sports gambling. Always comply with local laws regarding sports betting. If you or someone you know has a gambling problem, contact the National Council on Problem Gambling helpline at 1-800-522-4700.

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Metric	Full Name	What It Measures	Good/Elite
AVG	Batting Average	Hits per at-bat	.270 / .300+
OBP	On-Base Percentage	Times reaching base / plate appearances	.340 / .380+
SLG	Slugging Percentage	Total bases / at-bats	.430 / .500+
OPS	On-Base Plus Slugging	OBP + SLG	.770 / .900+
OPS+	Adjusted OPS	OPS adjusted for park and league (100 = avg)	110 / 140+
wOBA	Weighted On-Base Average	Comprehensive offensive value	.320 / .370+
wRC+	Weighted Runs Created Plus	Runs created adjusted (100 = avg)	110 / 140+
WAR	Wins Above Replacement	Total player value in wins	3 / 6+
ISO	Isolated Power	SLG - AVG (raw power)	.150 / .220+
BABIP	Batting Avg on Balls in Play	Luck/skill indicator	.290-.310 avg
BB%	Walk Rate	Walks / plate appearances	9% / 13%+
K%	Strikeout Rate	Strikeouts / plate appearances	<20% / <15%
HR/FB	Home Run to Fly Ball Ratio	Power on fly balls	12% / 18%+

Metric	Full Name	What It Measures	Good/Elite
ERA	Earned Run Average	Earned runs per 9 innings	3.50 / 2.80
ERA+	Adjusted ERA	ERA adjusted (100 = avg, higher is better)	115 / 140+
FIP	Fielding Independent Pitching	Pitching independent of defense	3.40 / 2.80
xFIP	Expected FIP	FIP with normalized HR/FB rate	3.40 / 2.80
WHIP	Walks + Hits per IP	Baserunners allowed per inning	1.20 / 1.00
K/9	Strikeouts per 9	Strikeout rate	8.5 / 10.5+
BB/9	Walks per 9	Control measure	2.8 / 2.0
K/BB	Strikeout to Walk Ratio	Command efficiency	3.0 / 4.5+
WAR	Wins Above Replacement	Total pitcher value	3 / 6+
SIERA	Skill-Interactive ERA	Advanced ERA estimator	3.40 / 2.80

Metric	Full Name	What It Measures	Good/Elite
PER	Player Efficiency Rating	Per-minute productivity (15 = avg)	18 / 25+
TS%	True Shooting Percentage	Scoring efficiency including FT and 3PT	56% / 62%+
USG%	Usage Rate	Percentage of team plays used	22% / 30%+
BPM	Box Plus/Minus	Points per 100 possessions vs average	2 / 6+
VORP	Value Over Replacement Player	Total value over replacement	2 / 5+
WS	Win Shares	Wins contributed	5 / 10+
WS/48	Win Shares per 48 min	Per-minute win contribution	.100 / .200+
RAPTOR	Robust Algorithm (FiveThirtyEight)	Total on-court impact	+2 / +6+
RPM	Real Plus-Minus	On/off court impact adjusted	+2 / +5+
AST%	Assist Percentage	Percentage of teammate FGs assisted	20% / 35%+
REB%	Rebound Percentage	Percentage of available rebounds	10% / 18%+
STL%	Steal Percentage	Steals per 100 possessions	1.5% / 2.5%+
BLK%	Block Percentage	Blocks per 100 possessions	2% / 5%+
ORTG	Offensive Rating	Points per 100 possessions	110 / 118+
DRTG	Defensive Rating	Points allowed per 100 poss (lower=better)	108 / 104
Net Rating	ORTG - DRTG	Overall impact	+3 / +8+

Metric	Full Name	What It Measures	Good/Elite
QBR	Total Quarterback Rating	ESPN's comprehensive QB metric (0-100)	60 / 75+
Passer Rating	NFL Passer Rating	Traditional QB efficiency (0-158.3)	90 / 100+
ANY/A	Adjusted Net Yards/Attempt	Yards per attempt with sacks, TDs, INTs	6.5 / 7.5+
CPOE	Completion % Over Expected	Accuracy above expected	1% / 4%+
EPA/Play	Expected Points Added/Play	Points added per play vs expected	0.10 / 0.20+
DVOA	Defense-adjusted Value Over Average	Efficiency vs average (Football Outsiders)	10% / 25%+
ADOT	Average Depth of Target	Average air yards per attempt	Context-dependent
Pressure Rate	Pressured Dropbacks	Times pressured / dropbacks	<25% is good OL

Metric	Position	What It Measures	Good/Elite
YPC	RB	Yards per carry	4.2 / 4.8+
YAC	WR/TE	Yards after catch	4.0 / 5.5+
Target Share	WR/TE	% of team targets	20% / 25%+
YPRR	WR	Yards per route run	1.75 / 2.25+
Catch Rate	WR/TE	Catches / targets	65% / 75%+
Separation	WR	Average separation at catch	2.5+ yards
Missed Tackles Forced	RB	Elusiveness metric	0.15+ per touch
Snap Count %	All	Playing time share	70%+ is starter

Metric	What It Measures	Context
xG	Expected Goals	Goal probability based on shot quality
xA	Expected Assists	Assist probability based on pass quality
xG + xA per 90	Combined attacking output	Normalized to 90 minutes
Progressive Passes	Passes moving ball significantly forward	Creativity measure
Progressive Carries	Dribbles moving ball forward	Ball-carrying ability
Tackles + Interceptions per 90	Defensive actions	Defensive contribution
Pressing Actions per 90	High press triggers	Work rate / pressing
Pass Completion %	Accuracy of passing	Depends on role and pass type
Shot-Creating Actions	Actions leading to shots	Creativity
Goal-Creating Actions	Actions directly leading to goals	Decisive impact

Metric	What It Measures	Good/Elite
CF%	Corsi For % (shot attempts)	52% / 56%+
xGF%	Expected Goals For %	52% / 56%+
P/60	Points per 60 minutes	2.0 / 3.0+
GAR	Goals Above Replacement	5 / 15+
WAR	Wins Above Replacement	1 / 3+
PDO	Shooting% + Save% (luck indicator)	~100 is normal
HDCF%	High-Danger Chances For %	52% / 56%+
iCF	Individual shot attempts	Volume of offense
IPP	Individual Points Percentage	% of team goals with a point
TOI	Time on Ice	Usage indicator

Bet Type	Description	Example
Moneyline	Pick the winner	Team A -150 (bet $150 to win $100)
Spread	Margin of victory	Team A -7.5 (must win by 8+)
Over/Under (Total)	Combined score	Over 48.5 (teams combine for 49+)
Parlay	Multiple bets combined	All legs must hit for payout
Prop Bet	Individual stat/event	Player X over 25.5 points
Futures	Season-long outcome	Team X to win championship

Sports Analyst

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Sports Analyst

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Sports Analyst

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Sports Analyst

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About this skill.

When to Use

Questions to Ask the User First

Player Evaluation Metrics by Sport

Baseball (MLB)

Hitting Metrics

Pitching Metrics

Baseball Analysis Framework

Basketball (NBA)

Key Metrics

Basketball Analysis Framework

Football (NFL)

Quarterback Metrics

Skill Position Metrics

Football Analysis Framework

Soccer (Football)

Key Metrics

Hockey (NHL)

Key Metrics

Fantasy Sports Strategy

Fantasy Football Draft Strategy

Fantasy Football Weekly Start/Sit Framework

Fantasy Baseball Strategy

Team Analysis Framework

Strength of Schedule Analysis Template

Team Efficiency Analysis

Season Prediction Models

Pythagorean Win Expectation

Simple ELO Rating Explanation

Historical Comparisons Framework

Betting Basics (Educational Only)

Common Bet Types Explained

Understanding Odds

Key Concepts

Output Format

Example

Edge Cases