Compound Knowledge Promotion
SkillDocs & knowledgeIdentify knowledge that has crystallized across multiple projects and promote it to a global Engineering/ note.
Available today. Use it from your connected AI after setup.
No other account needed.
Add ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.
Then ask your AI: use the Compound Knowledge Promotion skill
About this skill
Use when the user wants to promote cross-project knowledge to the global Engineering/ folder, or says "promote knowledge", "compound notes", "knowledge synthesis", or "find repeated ideas across projects".
What this skill tells your AI
The instructions your AI receives, as published by thoreinstein/gemini-obsidian in skills/knowledge/SKILL.md and read by ahel’s review.
Identify knowledge that has crystallized across multiple projects and promote it to a global Engineering/ note.
Workflow
-
Scan project knowledge dirs — Call
obsidian_list_noteswithsubfolder: "working". Filter results to paths matchingworking/*/knowledge/*.md. -
Semantic clustering — For each knowledge note path, call
obsidian_rag_querywith the note filename (without extension) as query,limit: 8. Track which notes appear in results from 2+ different projects — these are candidates. -
Read candidates — Call
obsidian_read_noteon shortlisted files. Look for shared definitions, patterns, or insights worth generalizing. -
Draft global note — Compose a new
Engineering/<ConceptName>.mdwith:- Frontmatter:
type: concept,created: <today> - Synthesized body (not copy-paste — rewrite for clarity)
## Source Notessection with[[wikilinks]]back to originating notes
- Frontmatter:
-
Show draft to user — Present the proposed note content and path before creating. Ask for confirmation.
-
Create on approval — Call
obsidian_create_notewith the approved content. -
Report cross-links — List which project knowledge notes should now add
[[ConceptName]]to avoid re-discovering this knowledge next time.
Arguments
Optional topic hint: /compound authentication patterns
Tips
- If
obsidian_rag_queryreturns no results, suggest running/obsidian:indexfirst - If no notes appear in 2+ projects, report that and suggest manual promotion
Signals
- GitHub stars
- 102
- Forks
- 9
- Last commit
- Jul 2026
Advanced
- Item type
- skill
- Key
knowledge-thoreinstein- Source
- github.com/thoreinstein/gemini-obsidian