Wiki Pipeline Scripts#

What Was Established#

Eight Python scripts in /opt/wiki/homelab/scripts/ implement the full wiki pipeline: file conversion, document ingestion, conversation crystallization (standard, DeepSeek, and Claude formats), shared LLM infrastructure, wiki health-checking, and knowledge-graph integration. All scripts were ported from the work wiki pipeline (itself developed 2026-04-21 → 2026-04-26) with homelab-specific infrastructure baked in.

crystallize.py (Claude format) uses a two-step LLM approach: gemma4:e2b cleans, qwen3.6:35b crystallizes. crystallize_deepseek.py skips gemma — JSON parsing is handled deterministically in Python (load_conversation + _clean_text), so only qwen is needed.

PowerShell Local PC Scripting Patterns#

What Was Established#

A collection of PowerShell scripting patterns for local PC automation tasks, including folder renaming from CSV data, and basic system administration.

Key Decisions#

• CSV-driven automation: Use Import-Csv with Rename-Item for bulk folder renaming driven by spreadsheet data.
• Path validation: Always Test-Path before operating to avoid errors on missing sources or existing destinations.
• Error handling: Wrap rename operations in conditional checks; log warnings rather than failing silently.

Folder Renaming from CSV#

CSV format (folder_renaming.csv):