dln-compress

DLN Compress — Re-anchor Payload Format

This skill defines the compression format for converting raw Notion page content into a re-anchor payload. Follow these rules exactly when compressing read-back data.

Output Format

After reading back Notion page content, produce EXACTLY this structure. Be concise — compress lists to key terms, not full sentences. The teaching skill needs just enough to re-orient, not the full raw content.

## Re-anchor
### Knowledge State
- Concepts: [comma-separated, each with (mastered)/(partial)/(not-mastered) status]
- Syllabus: [N/M covered (X mastered, Y partial, Z not-mastered) | Uncovered: topic1, topic2, ... OR "no syllabus"]
- Chains: [comma-separated abbreviated descriptions, each with mastery status]
- Factors: [comma-separated, each with mastery status]
- Compressed Model: [current model text, verbatim if short, summarized if >3 sentences]
- Weakness Queue: [top 2 items with severity, or "empty"]
- Calibration: [mean confidence gap, or "insufficient data"]
- Load: [current batch size, last overload session or "none"]
- Engagement: [momentum=positive/neutral/negative, struggles=N]
- Open Questions: [comma-separated list]
### Current Session
- Plan: [one-line summary of session plan]
- Progress: [bullet list of completed items with outcomes]
- Adjustments: [any plan changes, or "none"]
### Status
- Write: [success/failed]
- Failed writes: [list of what failed, or "none"]
- Review: [not due / due today / N days overdue / just completed — recall N%]
- Next Review: [date]
- Review Interval: [N days]
- Next on plan: [what the teaching skill should do next]

Compression Rules

1. Be concise. The whole payload should be under 30 lines. Compress aggressively.
2. Preserve precision. Don't lose information that the teaching skill needs to make decisions (comprehension check outcomes, specific concepts that struggled, etc.).
3. "Next on plan" — derive this from the session plan minus completed items. State the immediate next action.
4. If Knowledge State sections are empty, say "none" — don't omit the field.
5. Verbatim model — for Compressed Model, if it's 3 sentences or fewer, include verbatim. If longer, summarize.