Predictive skills: two-skill workflow (modeling + training) - #21

Merged

cafzal merged 27 commits into

mainfrom

predictive_skills_structured

May 5, 2026

Commits on May 4, 2026

Add predictive skills (rai-predictive-modeling + rai-predictive-training)
cafzal
committed
7ec2da4
docs(rai-predictive-training): sync gap fixes from rai-predictive source skill

authored and
cafzal
committed
f6af8c7
rai-predictive-training: post-#28 cleanups
cafzal
committed
1aad66f
rai-predictive-training: remove engine-resume guidance
cafzal
committed
6c04f78
predictive skills: intent-routing + auto-discovery user-input boundary
cafzal
committed
42f1d7b
docs(rai-predictive-modeling): add link prediction task table format validation

authored and
cafzal
committed
29329da
docs(rai-predictive-modeling): add VARIANT check and approval gate for link prediction task tables

authored and
cafzal
committed
e77198c
docs(rai-predictive-modeling): extend VARIANT check to all three split tables including test

authored and
cafzal
committed
a599911
docs(rai-predictive-modeling): use CTAS instead of VIEW for VARIANT flattening

authored and
cafzal
committed
5a29775
docs(rai-predictive-modeling): distinguish VARIANT on joined vs non-joined columns

authored and
cafzal
committed
c7a08e3
docs(rai-predictive-modeling): tighten link-prediction VARIANT guidance
cafzal
committed
ec20598
predictive skills: add gap-fixes from full-PaySim run
cafzal
committed
9669763
predictive skills: add config learnings from PR #49 template runs
cafzal
committed
cdc1d55
predictive skills: tighten config-learnings additions against SDK source
cafzal
committed
426c72f
predictive-training: dedupe SUSPEND/RESUME runbook with rai-health
cafzal
committed
f8c3f08
added some notes

foula05
authored and
cafzal
committed
a195281
small fix

foula05
authored and
cafzal
committed
7a4be58
remove predictive eval artifacts from tracking

foula05
authored and
cafzal
committed
0ca1f58
fixed skills

foula05
authored and
cafzal
committed
843e0fd
structural: migrate predictive skills to plugins/rai/skills/ layout
cafzal
committed
3f04b70
predictive skills: dev-skills-review fixes
cafzal
committed
cbcc7e6
rai-discovery: route GNN use cases (link prediction, node classification, node regression)
cafzal
committed
99b0263
predictive: sizing, timing, two-engine model, stuck-diagnostic ladder, discovery precheck
cafzal
committed
86677c4
predictive: drop CREATE_GNN_SERVICE callouts, recommend GPU + api.CREATE_REASONER_ASYNC
cafzal
committed
3b7eadf
rai-health: add "Predictive reasoner stuck in data-index init" entry
cafzal
committed
88b19a4
rai-predictive-modeling: tighten experiment-schema setup to positive guidance only
cafzal
committed
b556191
rai-predictive-training: fix experiment-schema-grants pitfall row
cafzal
committed
aba56e2

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Predictive skills: two-skill workflow (modeling + training) - #21

Predictive skills: two-skill workflow (modeling + training)#21
cafzal merged 27 commits into
mainfrom
predictive_skills_structured

Commits on May 4, 2026

Add predictive skills (rai-predictive-modeling + rai-predictive-training)

docs(rai-predictive-training): sync gap fixes from rai-predictive source skill

rai-predictive-training: post-#28 cleanups

rai-predictive-training: remove engine-resume guidance

predictive skills: intent-routing + auto-discovery user-input boundary

docs(rai-predictive-modeling): add link prediction task table format validation

docs(rai-predictive-modeling): add VARIANT check and approval gate for link prediction task tables

docs(rai-predictive-modeling): extend VARIANT check to all three split tables including test

docs(rai-predictive-modeling): use CTAS instead of VIEW for VARIANT flattening

docs(rai-predictive-modeling): distinguish VARIANT on joined vs non-joined columns

docs(rai-predictive-modeling): tighten link-prediction VARIANT guidance

predictive skills: add gap-fixes from full-PaySim run

predictive skills: add config learnings from PR #49 template runs

predictive skills: tighten config-learnings additions against SDK source

predictive-training: dedupe SUSPEND/RESUME runbook with rai-health

added some notes

small fix

remove predictive eval artifacts from tracking

fixed skills

structural: migrate predictive skills to plugins/rai/skills/ layout

predictive skills: dev-skills-review fixes

rai-discovery: route GNN use cases (link prediction, node classification, node regression)

predictive: sizing, timing, two-engine model, stuck-diagnostic ladder, discovery precheck

predictive: drop CREATE_GNN_SERVICE callouts, recommend GPU + api.CREATE_REASONER_ASYNC

rai-health: add "Predictive reasoner stuck in data-index init" entry

rai-predictive-modeling: tighten experiment-schema setup to positive guidance only

rai-predictive-training: fix experiment-schema-grants pitfall row