[adri0]

player consolidate now adds insights read from every game's board and claims to each player's stats.yaml, for the player page on scadustats-site (adri0/scadustats-site#76). The new code is in pipeline/player_insights.py, called after consolidate_players in both player consolidate paths.

New PlayerStats fields

Field	What it holds
pace	median time to their first claim, claims per hour, median and fastest winning time (a game reference)
claim_order	the game clock at their 1st, 2nd… 13th claim of each game, with the square (pool and text) and everyone else's median for each claim number
claim_order_by_type	the same counting one pool's squares only (their 1st, 2nd… DLC square)
win_types	game wins by line, majority and points
first_square	games where their side claimed the first square, and wins after it
comebacks	wins after trailing by 3+ squares, and the largest deficit with its game
form	last five results, longest win streak, current streak
quickest_squares	up to 3 squares they claim faster than everyone else's median (3+ claims each)
surest_squares	up to 3 squares they claim most often when dealt (dealt 4+ times)

Definitions

• A claim is a mark still held at the end of the game, as in square stats. Times are the game clock.
• In 2v2, side results (wins, first square, comebacks, form) count for both teammates. A claim counts for the teammate whose pool the square is in, and for both for a co-op square.

Compatibility

New fields only, with defaults, so a minor release (1.6.0; 1.5.0 is already out without this). The site shows its Insights section only once these fields are present.

Testing

• 10 new tests in tests/pipeline/test_player_insights.py; all 570 pass, ruff clean.
• Checked on the site's data. For example, blanxz's line plus majority wins (10 + 19) match their 29 game wins.

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