| 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
- Context Load: Gemini loads yesterday's
close-day corrections and computes the today/yesterday context.
- Sync & Preconditions: Executes
pull-all.sh to sync all repositories and checks organization-wide infrastructure health (Docker, Redpanda, Postgres).
- 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.
- Aggregate & Model: Gemini collects results from all probes, deduplicates findings, and builds a
ModelDayOpen YAML artifact.
- 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.
