Session Summary - 2026-02-24

🛠️ Fleet Recovery & Stability

[x] qBittorrent Stabilized: Repaired 26 mislocated torrent paths caused by previous manual metadata hacking. Restored connectivity for Supergirl, The Rookie, and Hijack.
[x] "Sex and the City" Restored: Recovered Seasons 1-6 from a misplaced pack folder and reorganized into a professional season structure. Verified availability in Plex.
[x] Redundant Data Purge: Reclaimed storage by purging 13 duplicate "UIndex.org" folders from the TV root using size-verified audit logic.
[x] Simpsons Standardized: Unified Season 36 individual episodes into the central seeding repository.

[x] Ops Commander Deployed: Established a new self-learning safety layer (ops_commander.py) that handles automatic persona elevation (Sudo) and destructive command auditing.
[x] Fail-Safe Resource Limits: Hardened the AI Engine (Starfleet-Compute) with 12GB RAM caps and 10-minute auto-unload timers to prevent system lockups.
[x] Context Safety: Implemented 10KB context limits and 90s timeouts to ensure high-speed, stable responses from local AI cores.

[x] New AI Hub Procured: Ordered components for a dedicated "Science Vessel" Hub (Ryzen 5600, Gigabyte B550M, Silencio S400, MSI 650W PSU, Thermalright cooler, WD Green 1TB SSD) for ~$792 AUD. We will reuse an existing 16GB RAM stick and 256GB SSD to optimize the budget.
[x] Fleet Reallocation: Solidified plans to decommission the aging Mac Mini (starfleet-compute), transfer "Engine Room" duties to the HP EliteDesk (risa-mediacore), and leave risa as the primary local application gateway.
[x] Project Firebird Continues: Confirmed the RX 580 will still be installed in the Proxmox node as the "Tactical Core" (Media Transcoding & 3B Tactical models).

[x] Media Audit: Cleaned up orphaned media directories on TrueNAS (Supergirl, The Simpsons, X (2022)). Investigated 220GB+ of "duplicates" for The Simpsons and confirmed they are hardlinks, maintaining optimal storage efficiency without taking redundant space.
[x] Fleet Docker Cleanup: Executed docker system prune across memory-alpha, risa-mediacore, and starfleet-compute, reclaiming over 1.3GB of abandoned images, build caches, and volumes.

[x] MkDocs Refresh: Overhauled mkdocs.yml to group daily logs by month, improving navigation efficiency.
[x] Agent Guide Hardened: Formalized the "Ops Commander" mandate and the tiered AI architecture strategy.