begin-day

name	begin-day
description	Gemini-native morning investigation pipeline — syncs repos, checks infra, and dispatches parallel probes with 2M+ token grounding
capability	skill.begin_day
node_name	node_skill_begin_day_orchestrator
dot_color	208

Begin Day Skill (Gemini Edition)

Automated morning investigation pipeline that pairs with /close-day to form a daily OODA cycle, leveraging Gemini's massive context window to aggregate findings across the entire platform.

Workflow

1. Context Load: Gemini loads yesterday's close-day corrections and computes the today/yesterday context.
2. Sync & Preconditions: Executes pull-all.sh to sync all repositories and checks organization-wide infrastructure health (Docker, Redpanda, Postgres).
3. Parallel Investigation: Dispatches 7 parallel Gemini-native probes to audit various system layers:
   • list_prs: Overnight PR and CI state across all repos.
   • dashboard_sweep: Holistic UI health check.
   • aislop_sweep: Organization-wide AI slop detection.
   • standardization_sweep: Python and architectural standards audit.
   • gap_detect: Cross-repo integration drift detection.
   • env_parity: Local vs cloud environment variable drift.
   • system_status: Platform service and node registry health.
4. Aggregate & Model: Gemini collects results from all probes, deduplicates findings, and builds a ModelDayOpen YAML artifact.
5. Plan Generation: Optionally feeds the findings into design-to-plan to generate a prioritized morning action plan.

Gemini Advantages

• Whole-Organization Health View: Gemini can simultaneously analyze the results of all 7 probes to identify high-level architectural correlations that Claude-based aggregation might miss.
• Superior Finding Deduplication: More accurately identifies when a finding in one probe is actually a symptom of an issue found in another repo by seeing both states.
• Context-Aware Prioritization: Better at weighting findings by understanding their technical significance to the day's upcoming milestones.

Arguments

• --date: ISO date to open (defaults to today).
• --skip-plan: Skip action plan generation.
• --skip-sync: Skip initial repository synchronization.
• --probes: Comma-separated list of probes to run.