chore(catalog): scheduled auto-regenerate (long-lived PR)

[github-actions]

Purpose

Long-lived PR refreshed daily by catalog-cron.yml (schedule cron 03:37 UTC) to keep
COURSE_CATALOG.generated.{json,md} + CATALOG-STATUS markers + the curriculum (docs/curriculum/*.md)
and health dashboard (docs/archive/reference/HEALTH_DASHBOARD.md) canonical on main.

Maintainer review only — no direct push to main (issue #10136). The bot opens
or updates this PR; merging it refreshes main through the normal PR gate.

What to review

• Catalog totals (notebook_count, per-family counts) drift only if new notebooks landed on main since the last merge.
• README <!-- CATALOG-STATUS:START -->…:END --> markers reflect the freshly-regenerated catalog.
• Curriculum pages under docs/curriculum/ and docs/archive/reference/HEALTH_DASHBOARD.md stay consistent.

Close policy

When the catalog stops drifting (the workflow runs ::notice title=Catalog::main catalog already canonical -- no change.),
this PR will be auto-closed by catalog-pr-close.yml to keep the queue clean. Subsequent
drift reopens it under the same branch.

See .claude/rules/catalog-pr-hygiene.md and #2433, #10136.

Grain: MED/refactor -- lane myia-ai-01:CoursIA

[jsboige]

[ADJOINT PREFLIGHT]
schema: 1
lane: myia-po-2026:CoursIA-3
pr: 19703
head: ae4603d
complete: true
body: read
comments-reviewed: 0
reviews-reviewed: 0
threads-reviewed: 0
threads-unresolved: 0
surfaces-sha256: 7834a86839c4a07d2d8dda889ac1bbe245859547369577f1d2be790826ba53dc
diff-files: 13
diff-additions: 1881
diff-deletions: 1816
checks: latest-wins-green
b0: clear
scope: pass
domain: not-applicable
verdict: READY
organ: check_adjoint_prevalidation.py
organ-command: python scripts/check_adjoint_prevalidation.py --derive-verdict 19703
organ-rc: 0
[/ADJOINT PREFLIGHT]

[github-actions]

Path-collision (organ #13359/#13615)

Cette PR #19703 (chore(catalog): scheduled auto-regenerate (long-lived PR)) touche au moins un chemin de fichier aussi modifie par d'autres PRs ouvertes. Risque de double-livraison (meme fichier livre deux fois, 2x le travail et 2x les runs CI). Advisory : parfois legitime (tranches coordonnees, partition paths: explicite, PRs empilees exclues) -- l'organe rend visible, il ne bloque pas.

• terminal -- chore(catalog): scheduled auto-regenerate (long-lived PR) #19090 partage : MyIA.AI.Notebooks/GameTheory/README.md, MyIA.AI.Notebooks/README.md, MyIA.AI.Notebooks/Search/README.md, MyIA.AI.Notebooks/SymbolicAI/Lean/README.md, MyIA.AI.Notebooks/SymbolicAI/README.md, docs/archive/reference/HEALTH_DASHBOARD.md, docs/curriculum/ia-classique.md, docs/curriculum/ia-symbolique.md, docs/curriculum/recherche.md, recouvrement de chemins 64% -- chore(catalog): scheduled auto-regenerate (long-lived PR) #19090 est deja sur main.
• faible -- fix(search,#19269): Boyd & Vandenberghe 2004 -- Convex Optimisation reference #19282 partage : MyIA.AI.Notebooks/Search/README.md
• faible -- docs(gametheory,#19263): Handbook of Computational Social Choice - tranche 1 refs anchoring #19331 partage : MyIA.AI.Notebooks/GameTheory/SocialChoice/README.md
• faible -- rename(search,#19253): decoupe PR-b -- Frontieres-07..09 (re-executes) completent la Partie 5 #19472 partage : MyIA.AI.Notebooks/Search/README.md, docs/curriculum/ia-classique.md
• faible -- refactor(gametheory,#16231): GT-03e Plan-deformation -> GT-23a Biens-Publics #19484 partage : MyIA.AI.Notebooks/GameTheory/README.md, docs/curriculum/recherche.md
• faible -- feat(socialchoice,#19371): SC-09 STV/Monroe/Chamberlin-Courant + Z3 ILP (tranche 3 EPIC #19263) #19485 partage : MyIA.AI.Notebooks/GameTheory/SocialChoice/README.md
• faible -- rename(#16231): Percolation 01/02 canoniques + plan de croissance (#19494) #19495 partage : docs/curriculum/recherche.md
• faible -- rename(#17545): descente KNOTS en dossier — 3 carnets + lake + workflows (4e sous-série) #19572 partage : MyIA.AI.Notebooks/SymbolicAI/Lean/README.md, docs/curriculum/ia-symbolique.md
• faible -- feat(lean,#19644): Lean-17 Conway-Bridge-to-Knots - portail escalier #19669 partage : MyIA.AI.Notebooks/SymbolicAI/Lean/README.md
• faible -- feat(notebook,#19681): SC-08 Mariage Stable -- Gale-Shapley + twin game_theory_lean/StableMarriage #19702 partage : MyIA.AI.Notebooks/GameTheory/SocialChoice/README.md
• faible -- feat(geometry,#18601): escalier d'entree 00 -- de la figure au noyau #19705 partage : MyIA.AI.Notebooks/SymbolicAI/Lean/README.md
• faible -- docs(gametheory,#18064): ajouter 15g-AssistanceGames-2026 dans la table de navigation #19783 partage : MyIA.AI.Notebooks/GameTheory/README.md

Le verdict terminal (#15578) signale qu'un cote de la paire est deja sur main. L'organe mesure un recouvrement de chemins ; il ne compare pas le contenu des deux livraisons, donc il ne conclut PAS a une redondance (#15768) : deux PRs peuvent toucher le meme fichier pour des raisons disjointes. L'arbitrage reste a la lane ou au coordinateur.