Skills Ingestion Protocol

[Literal] The Ingest Thoughts Skill is designed to compress personal thoughts found in raw/origin-apple-notes/ into lossy digests (L0.5). [AI Synthesis]** This process requires strict adherence to formatting and labeling rules to maintain fidelity while achieving high compression.

Key points

• [Literal] The compression target is $\le 80$ lines total, preferably between 10 and 50 lines.
• [Literal] The digest must capture the explicit beliefs, values, and core spirit of the original note.
• [Literal] Epistemic labels ([Literal], [AI Synthesis], [Socratic Observation]) are mandatory for every summary sentence and bullet point.
• [Literal] Theme links are only permitted if the thought explicitly matches an existing wiki title with $\ge 0.9$ confidence.
• [Literal] The output language must match the user's specified requirement (e.g., English or Chinese).

Sources

• (Source: raw/origin-apple-notes/skills.md)