TIPSENGINE PUBLIC PREVIEW · CERTIFIED MANAGER SPELL AUTHORITY
TIPSENGINE
● confidence C
OP

MANAGER GENOME · NICE · LIGUE 1 2026

O. Pantaloni

Nationality not supplied · observed spell #14163

CONFIDENCEC
DETAILED SAMPLE9matches
CORE COVERAGE100%
OBSERVED SPELL2026-08-22to 2026-10-30
Observed assignment spell, not employment tenure.

2026-08-22 → 2026-10-30 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 orientation75
Possession and passing-volume profile during this observed coach spell.
Attack volume38
Shot and corner volume relative to same-competition manager-spell peers.
Directness19
Observed attacking directness from shots, passes and possession context.
Formation flexibility8
How varied the observed starting formations were during the spell.
XI rotation15
Match-to-match starter churn across co-observed lineups.
Substitution activity23
Observed substitution volume per match.
Early intervention23
Substitutions made by minute 60 per match.
Disruption50
Observed fouls and card-points profile during the spell.
EVIDENCE & INTERPRETATIONwhat this profile can and cannot say
Spell-specific

9 observed coach-assignment matches across 9 fixtures in this spell context.

Detailed coverage

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

Peer context

Percentiles compare this spell with 13 eligible manager-spell peers in Ligue 1 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
14163
OBSERVED SPELL SHA-256
7a3bd723f9ce40ae0b30d12a5ebfc3ea43c60dff316a912dacbe427aa9718a14
MANAGER FEATURE SHA-256
127dd6671233220a5506259fb5765edc37c9f4a96ce1f322cd4c6d8a1c7f3820
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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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