Chiuey Pipeline Tracker

Clean up remaining MLB live-report cron/script mismatches

Next: Fix remaining cron/script drift around event reporting and batter-props path issues.

• NRFI OOM spike was fixed
• Remaining issues include invalid --post-telegram-chat arg and path drift

Build a proper MLB dashboard view

Next: Design a more visual MLB dashboard so daily-picks is not the primary way to consume same-day MLB updates.

• Current text-only daily-picks flow is not good enough as the main view
• Should likely surface slate state, ready picks, confidence buckets, and key markets more clearly

Build a safe OpenClaw upgrade and rollback plan

Next: Document upgrade procedure, validation checklist, rollback path, and staging/test strategy.

• Newer docs suggest session reset support
• Last live upgrade broke production

Decide next step for WNBA from research stack to live pipeline

Next: Decide whether to add council integration, grading, daily automation, or leave as research-only.

• WNBA namespace exists
• Current status is research/backtest only

Prove Dream + promotion workflow catches major build work consistently

Next: Observe for a week and tune if major artifacts still slip past memory/shared and dashboard.

• Rules are wired into AGENTS, HEARTBEAT, and DREAMING

Find root cause of OpenClaw config clobbering

Next: Reproduce safely or inspect the exact flow that rewrites openclaw.json to minimal state.

• We have a workaround: manual config edits only
• Do not use openclaw agents add/update on live config

Cleanly support multiple Discord bot agents in the same room without routing collisions

Next: Leave blocked unless there is strong reason to reopen; current workaround is dedicated lanes or mention-gated separation.

• Scout collision exposed same-room session binding issues

Fix MLB NRFI live scoring memory spike

Patched mlb_score_nrfi_today.py to stream raw_json-derived inputs instead of materializing the large blob column in pandas.

Re-establish hybrid Git + B2 backup policy

backup.py hardened so Git stages curated code/config/docs while B2 owns bulky artifacts.

Stop tracking giant generated CSV artifacts in Git

Phase 1 cleanup completed; large generated MLB CSVs were untracked while staying on disk.

Promote WNBA stack into shared memory

Added WNBA namespace/system status into shared memory and documented current model readiness.

Build first MLB DuckDB analytics prototype

Added mlb/analytics build flow, DuckDB mirror, query script, and first analytics views.

Give ChiueyBETS read-only access to DuckDB analytics layer

Advisor workspace updated so DuckDB is an approved read-only analytics layer while canonical MLB DB remains source of truth.

Expand DuckDB beyond recent form into matchup-aware MLB query marts

Would make ChiueyBETS stronger on batter vs handedness, pitcher context, F5, and NRFI support questions.

Consider a later filter-repo cleanup to purge historical large blobs

Would shrink the repo substantially, but is not required for day-to-day hybrid backup correctness.