PRIVATE REAL-DATA RESEARCH BUILD · CERTIFIED MANAGER SPELL AUTHORITY · NOINDEX
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confidence A
KK

MANAGER GENOME · HAMMARBY FF · ALLSVENSKAN 2026

Kalle Karlsson

Nationality not supplied · observed spell #3582

CONFIDENCEA
DETAILED SAMPLE20matches
CORE COVERAGE100%
OBSERVED SPELL2026-04-04to 2026-09-06
Observed assignment spell, not employment tenure.

2026-04-042026-09-06 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 orientation97
Possession and passing-volume profile during this observed coach spell.
Attack volume96
Shot and corner volume relative to same-competition manager-spell peers.
Directness53
Observed attacking directness from shots, passes and possession context.
Formation flexibility31
How varied the observed starting formations were during the spell.
XI rotation14
Match-to-match starter churn across co-observed lineups.
Substitution activity58
Observed substitution volume per match.
Early intervention11
Substitutions made by minute 60 per match.
Disruption14
Observed fouls and card-points profile during the spell.
EVIDENCE & INTERPRETATIONwhat this profile can and cannot say
Spell-specific

20 observed coach-assignment matches across 20 fixtures in this spell context.

Detailed coverage

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

Peer context

Percentiles compare this spell with 18 eligible manager-spell peers in Allsvenskan 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
3582
OBSERVED SPELL SHA-256
5ab5d3b6a368a82495a53eee4c7a1043cf5a313bb7934e9719aa1e790fd3404f
MANAGER FEATURE SHA-256
4abd0cffa7a2d0721f6eeae9a267a4e854b966e4f30260e0c1a5a4d244d6c381
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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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