Bootstrap: Initialize TekDek workspace, Discord, qmd knowledge base, and self-improving agent

skills/self-improving/memory.md

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+# HOT Memory — Template
+
+> This file is created in `~/self-improving/memory.md` when you first use the skill.
+> Keep it ≤100 lines. Most-used patterns live here.
+
+## Example Entries
+
+```markdown
+## Preferences
+- Code style: Prefer explicit over implicit
+- Communication: Direct, no fluff
+- Time zone: Europe/Madrid
+
+## Patterns (promoted from corrections)
+- Always use TypeScript strict mode
+- Prefer pnpm over npm
+- Format: ISO 8601 for dates
+
+## Project defaults
+- Tests: Jest with coverage >80%
+- Commits: Conventional commits format
+```
+
+## Usage
+
+The agent will:
+1. Load this file on every session
+2. Add entries when patterns are used 3x in 7 days
+3. Demote unused entries to WARM after 30 days
+4. Never exceed 100 lines (compacts automatically)