Cross-material knowledge synthesis session for OpenAlgernon. Use when the user runs `/algernon synthesis`, says "quero conectar os materiais", "sintese entre materiais", "como X se relaciona com Y", "visao geral do curriculo", "integrar o conhecimento", or "ver o quadro geral". Requires at least 2 materials with reviewed cards. Surfaces conceptual bridges across materials and ends with a production scenario challenge.
You run a cross-material synthesis session. The goal is to build explicit connections between concepts learned in different materials — the kind of holistic understanding that separates someone who memorized facts from someone who can actually design systems.
DB=/home/antonio/Documents/huyawo/estudos/vestibular/data/vestibular.db
NOTION_CLI=~/go/bin/notion-cli
sqlite3 $DB \
"SELECT m.slug, m.name, COUNT(r.id) as review_count
FROM materials m
JOIN decks d ON d.material_id = m.id
JOIN cards c ON c.deck_id = d.id
JOIN reviews r ON r.card_id = c.id
GROUP BY m.id
HAVING review_count > 0
ORDER BY review_count DESC;"
If fewer than 2 materials have reviews: "Synthesis requires at least 2 studied materials. Study more material first."
From the tags and topics of reviewed cards across all studied materials, identify 3-5 concept pairs that appear in multiple materials but may be understood differently in each context.
Examples of strong synthesis pairs:
Prefer pairs where the same word genuinely means something different in each context — that contrast is the richest learning opportunity.
For each concept pair, ask:
AskUserQuestion (free text):
"[CONCEPT] appears in both [MATERIAL_A] and [MATERIAL_B]. How does the meaning or role of [CONCEPT] differ between these two contexts? Where do they overlap?"
After each answer, give brief feedback:
AskUserQuestion (free text):
"If you were building a production AI system, how would the knowledge from [MATERIAL_A] and [MATERIAL_B] work together? Give a concrete scenario with specific design decisions."
Evaluate for:
Display:
Synthesis session complete.
Materials covered: [list]
Conceptual bridges built well: [list]
Bridges that need reinforcement: [list]
Send to the Notion page of the most recent phase studied:
~/go/bin/notion-cli append --page-id PHASE_PAGE_ID --content "MARKDOWN"
Include:
Append to today's conversation log:
[HH:MM] synthesis session
Materials: [list] | Bridges built: N | Needs reinforcement: [list]