TIPSENGINE PUBLIC PREVIEW · CERTIFIED MANAGER SPELL AUTHORITY
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● confidence A
KM

MANAGER GENOME · SHANGHAI SIPG · SUPER LEAGUE 2026

Kevin Muscat

Nationality not supplied · observed spell #12657

CONFIDENCEA
DETAILED SAMPLE26matches
CORE COVERAGE100%
OBSERVED SPELL2026-03-07to 2026-09-05
Observed assignment spell, not employment tenure.

2026-03-07 → 2026-09-05 are the first and last fixture assignments observed in our certified lineup evidence. They are not claimed appointment, contract or dismissal dates.

MANAGER DNA · 8 DIMENSIONSmanager-dna-v0.1-research
Control orientation90
Possession and passing-volume profile during this observed coach spell.
Attack volume41
Shot and corner volume relative to same-competition manager-spell peers.
Directness3
Observed attacking directness from shots, passes and possession context.
Formation flexibility87
How varied the observed starting formations were during the spell.
XI rotation71
Match-to-match starter churn across co-observed lineups.
Substitution activity97
Observed substitution volume per match.
Early intervention42
Substitutions made by minute 60 per match.
Disruption55
Observed fouls and card-points profile during the spell.
EVIDENCE & INTERPRETATIONwhat this profile can and cannot say
Spell-specific

26 observed coach-assignment matches across 26 fixtures in this spell context.

Detailed coverage

Statistics 100% · lineups 100% · events 100% · starters 100%.

Peer context

Percentiles compare this spell with 19 eligible manager-spell peers in Super League 2026.

No causal claim

The DNA describes team behaviour observed during this assignment. It does not establish that the coach caused those behaviours, results or changes.

DUAL LINEAGEassignment authority + detailed behavioural evidence
MODEL
manager-dna-v0.1-research
FEATURE BUILDER
manager-spell-features-v0.1-research
MANIFEST
manager-spell-source-manifest-v0.1
SPELL ID
12657
OBSERVED SPELL SHA-256
78eb23db2ddf6f074e5a21e4f10c4f59f46a243e79bab4ac773c29221ceebeef
MANAGER FEATURE SHA-256
5ad27417e08b46523da68b6eab6e03de72271adcaa9545337786ef3846e13d54
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Percentiles describe observed tactical behaviour during this exact coach–team spell.

Not a manager-quality or causal-impact score.
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