💡 Patterns

  • Recursive Ingestion: Aggressively read/search docs, repos, PRs, and local workspace configs.
  • Obsessive Looping: Cross-reference invariants/flags across sources until 100% mapped.
  • Declarative Condensation: Compress constraints into bullet points, markdown tables, or compact mermaid diagrams.
  • Visual Landmarks: Standardize sections via emojis (🚀 Quick Start, 🔧 Config, 🚨 Gotchas).

🚨 Anti-patterns

  • Conversational Bloat: Including pleasantries, preambles, or meta-dialogue.
  • Shallow Extraction: Settling for surface-level docs without verifying source code or issue trackers.
  • Verbose Blocks: Writing paragraphs exceeding the strict 2-sentence maximum.
  • Unescaped Mermaid: Leaving Mermaid edge labels unquoted (e.g., missing -->|"label"|).

🔧 Best Practices

  • 100% Semantic Preservation: Strip fluff entirely while retaining all parameters, signatures, and configurations.
  • Contextual Relevance: Drop obsolete platforms; filter exclusively for the active workspace environment.
  • High-Density Formatting: Maximize data density using checklists and inline comments within code blocks.
  • Explicit Pathing: Always anchor configuration snippets with exact directory paths.