remove unnecessary files
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김경종
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{
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{
"id": "title-hero-1744041601",
"type": "text",
"text": "# claude-obsidian\n\n**Claude Code × Obsidian** — Persistent, compounding knowledge base.\nEvery source you add makes the wiki smarter. No vector DB. No embeddings. Just markdown.\n\n*Skills: /wiki · /wiki-ingest · /wiki-query · /wiki-lint · /autoresearch · /canvas*",
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"id": "zone-overview-1744041606",
"type": "group",
"label": "What Is claude-obsidian",
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{
"id": "text-what-1744041607",
"type": "text",
"text": "## What Is It?\n\nAn LLM wiki that **compounds** with every source you add. Originated by Andrej Karpathy.\n\nInstead of re-deriving from raw documents on every query (RAG), Claude reads each source, extracts what matters, and integrates it into a structured wiki — updating entity pages, noting contradictions, strengthening the synthesis.",
"x": -960, "y": -3090, "width": 520, "height": 200, "color": "5"
},
{
"id": "text-layers-1744041608",
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"text": "## Three Layers\n\n```\n.raw/ Layer 1 — immutable sources\nwiki/ Layer 2 — LLM knowledge base\nCLAUDE.md Layer 3 — maintenance schema\n```\n\nThe LLM owns Layer 2 entirely. It creates pages, updates them, maintains cross-references, and keeps everything consistent.",
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{
"id": "text-why-1744041609",
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"text": "## Why It Works\n\nLLMs don't get bored.\n\nThe tedious part of maintaining a wiki is bookkeeping: cross-references, contradictions, stale summaries. Humans abandon wikis because maintenance cost grows faster than value.\n\n**With Claude: maintenance cost is near zero.**\nKnowledge compounds over time.",
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"text": "## Six Skills\n\n`/wiki` · `/wiki-ingest` · `/wiki-query` · `/wiki-lint` · `/autoresearch` · `/canvas`\n\nEach skill is a focused operation on the vault. Together they form a full knowledge lifecycle.",
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"id": "img-wiki-query-1744041616",
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"file": "_attachments/images/canvas/skill-wiki-query.png",
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"x": 360, "y": -2510, "width": 400, "height": 225
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"id": "text-ingest-desc-1744041619",
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"text": "**WIKI INGEST**\nDrop a source in `.raw/`, Claude reads it, extracts entities + concepts, updates 815 wiki pages, logs the ingest.",
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},
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"id": "text-query-desc-1744041620",
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"text": "**WIKI QUERY**\nAsk any question. Claude reads the index, finds relevant pages, synthesizes with citations. Good answers get filed back.",
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},
{
"id": "text-autoresearch-desc-1744041621",
"type": "text",
"text": "**AUTORESEARCH**\nAutonomous web research loop. Searches, fetches, synthesizes, files. Based on Karpathy's autoresearch pattern.",
"x": -80, "y": -2255, "width": 400, "height": 100
},
{
"id": "text-canvas-desc-1744041622",
"type": "text",
"text": "**WIKI CANVAS**\nVisual layer. Add images, PDFs, and wiki notes to Obsidian canvas files with auto-positioning and zone management.",
"x": 360, "y": -2255, "width": 400, "height": 100
},
{
"id": "zone-architecture-1744041623",
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"label": "Architecture & Workflow",
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"id": "text-arch-header-1744041624",
"type": "text",
"text": "## Lifecycle Flow\n\n```\nDrop source → /wiki-ingest → Wiki updated\n ↓\n /wiki-lint ←→ /wiki-query\n ↓\n /autoresearch\n ↓\n /canvas (visual)\n```",
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"id": "text-hot-cache-1744041626",
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"text": "## Hot Cache\n\n`wiki/hot.md` — a ~500-word context file updated after every ingest and session.\n\nLoaded automatically at conversation start. Gives Claude instant context without reading the full index.\n\n**Pattern:** hot → index → domain → page",
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"id": "text-arch-stats-1744041628",
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"text": "**One source → 815 wiki pages touched**\n\nEntities, concepts, comparisons, questions — all updated in a single ingest pass.",
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},
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"id": "text-comparison-table-1744041632",
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"text": "## When Wiki Wins\n\n| Metric | LLM Wiki | RAG |\n|---|---|---|\n| Infrastructure | Markdown files | Vector DB |\n| Cost | Tokens only | Compute + storage |\n| Maintenance | Run a lint | Re-embed |\n| Scale limit | ~1000 pages | Millions |\n| Compounding | ✅ Yes | ❌ No |\n\n**Verdict:** Wiki wins at <1000 pages.\nFor millions of documents, use RAG.",
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},
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"text": "## See It In Action",
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"text": "## Install\n\n```bash\nclaude plugin marketplace add \\\n AI-Marketing-Hub/claude-obsidian\n\nclaude plugin install claude-obsidian\n```\n\nRepo: `github.com/AI-Marketing-Hub/claude-obsidian`",
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"text": "Canvas Demo",
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"text": "Wiki Map View",
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"text": "Plugin Cover",
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{"id":"title-hero-1744041601","type":"text","text":"# claude-obsidian\n\n**Claude Code × Obsidian** — Persistent, compounding knowledge base.\nEvery source you add makes the wiki smarter. No vector DB. No embeddings. Just markdown.\n\n*Skills: /wiki · /wiki-ingest · /wiki-query · /wiki-lint · /autoresearch · /canvas*","x":-960,"y":-3420,"width":600,"height":200,"color":"6"},
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{"id":"text-what-1744041607","type":"text","text":"## What Is It?\n\nAn LLM wiki that **compounds** with every source you add. Originated by Andrej Karpathy.\n\nInstead of re-deriving from raw documents on every query (RAG), Claude reads each source, extracts what matters, and integrates it into a structured wiki — updating entity pages, noting contradictions, strengthening the synthesis.","x":-960,"y":-3090,"width":520,"height":200,"color":"5"},
{"id":"text-layers-1744041608","type":"text","text":"## Three Layers\n\n```\n.raw/ Layer 1 — immutable sources\nwiki/ Layer 2 — LLM knowledge base\nCLAUDE.md Layer 3 — maintenance schema\n```\n\nThe LLM owns Layer 2 entirely. It creates pages, updates them, maintains cross-references, and keeps everything consistent.","x":-400,"y":-3090,"width":460,"height":200,"color":"5"},
{"id":"text-why-1744041609","type":"text","text":"## Why It Works\n\nLLMs don't get bored.\n\nThe tedious part of maintaining a wiki is bookkeeping: cross-references, contradictions, stale summaries. Humans abandon wikis because maintenance cost grows faster than value.\n\n**With Claude: maintenance cost is near zero.**\nKnowledge compounds over time.","x":100,"y":-3090,"width":420,"height":200,"color":"5"},
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{"id":"text-skills-header-1744041614","type":"text","text":"## Six Skills\n\n`/wiki` · `/wiki-ingest` · `/wiki-query` · `/wiki-lint` · `/autoresearch` · `/canvas`\n\nEach skill is a focused operation on the vault. Together they form a full knowledge lifecycle.","x":-960,"y":-2620,"width":1780,"height":80,"color":"4"},
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{"id":"img-autoresearch-1744041617","type":"file","file":"_attachments/images/canvas/skill-autoresearch.png","x":-80,"y":-2510,"width":400,"height":225},
{"id":"img-wiki-canvas-1744041618","type":"file","file":"_attachments/images/canvas/skill-wiki-canvas.png","x":360,"y":-2510,"width":400,"height":225},
{"id":"text-ingest-desc-1744041619","type":"text","text":"**WIKI INGEST**\nDrop a source in `.raw/`, Claude reads it, extracts entities + concepts, updates 815 wiki pages, logs the ingest.","x":-960,"y":-2255,"width":400,"height":100},
{"id":"text-query-desc-1744041620","type":"text","text":"**WIKI QUERY**\nAsk any question. Claude reads the index, finds relevant pages, synthesizes with citations. Good answers get filed back.","x":-520,"y":-2255,"width":400,"height":100},
{"id":"text-autoresearch-desc-1744041621","type":"text","text":"**AUTORESEARCH**\nAutonomous web research loop. Searches, fetches, synthesizes, files. Based on Karpathy's autoresearch pattern.","x":-80,"y":-2255,"width":400,"height":100},
{"id":"text-canvas-desc-1744041622","type":"text","text":"**WIKI CANVAS**\nVisual layer. Add images, PDFs, and wiki notes to Obsidian canvas files with auto-positioning and zone management.","x":360,"y":-2255,"width":400,"height":100},
{"id":"text-arch-header-1744041624","type":"text","text":"## Lifecycle Flow\n\n```\nDrop source → /wiki-ingest → Wiki updated\n ↓\n /wiki-lint ←→ /wiki-query\n ↓\n /autoresearch\n ↓\n /canvas (visual)\n```","x":-960,"y":-2070,"width":560,"height":260,"color":"2"},
{"id":"img-workflow-loop-1744041625","type":"file","file":"wiki/meta/workflow-loop.gif","x":-360,"y":-2070,"width":236,"height":236},
{"id":"text-hot-cache-1744041626","type":"text","text":"## Hot Cache\n\n`wiki/hot.md` — a ~500-word context file updated after every ingest and session.\n\nLoaded automatically at conversation start. Gives Claude instant context without reading the full index.\n\n**Pattern:** hot → index → domain → page","x":100,"y":-2070,"width":420,"height":200,"color":"2"},
{"id":"img-graph-view-1744041627","type":"file","file":"wiki/meta/image-example-graph-view.png","x":560,"y":-2070,"width":370,"height":236},
{"id":"text-arch-stats-1744041628","type":"text","text":"**One source → 815 wiki pages touched**\n\nEntities, concepts, comparisons, questions — all updated in a single ingest pass.","x":-960,"y":-1780,"width":500,"height":80},
{"id":"img-wiki-graph-grow-1744041629","type":"file","file":"wiki/meta/wiki-graph-grow.gif","x":-420,"y":-1780,"width":236,"height":236},
{"id":"img-wiki-vs-rag-1744041631","type":"file","file":"_attachments/images/canvas/wiki-vs-rag-chart.svg","x":-960,"y":-1470,"width":800,"height":420},
{"id":"text-comparison-table-1744041632","type":"text","text":"## When Wiki Wins\n\n| Metric | LLM Wiki | RAG |\n|---|---|---|\n| Infrastructure | Markdown files | Vector DB |\n| Cost | Tokens only | Compute + storage |\n| Maintenance | Run a lint | Re-embed |\n| Scale limit | ~1000 pages | Millions |\n| Compounding | ✅ Yes | ❌ No |\n\n**Verdict:** Wiki wins at <1000 pages.\nFor millions of documents, use RAG.","x":-120,"y":-1470,"width":480,"height":360},
{"id":"note-wiki-vs-rag-1744041633","type":"file","file":"wiki/comparisons/Wiki vs RAG.md","x":400,"y":-1470,"width":380,"height":100},
{"id":"text-demos-header-1744041635","type":"text","text":"## See It In Action","x":-960,"y":-970,"width":300,"height":50,"color":"3"},
{"id":"img-welcome-canvas-1744041636","type":"file","file":"wiki/meta/welcome-canvas.gif","x":-960,"y":-900,"width":420,"height":236},
{"id":"img-wiki-map-1744041637","type":"file","file":"wiki/meta/image-example-wiki-map-view.png","x":-500,"y":-900,"width":316,"height":236},
{"id":"img-cover-square-1744041638","type":"file","file":"wiki/meta/claude-obsidian-cover-square.png","x":-40,"y":-900,"width":280,"height":280},
{"id":"text-install-1744041639","type":"text","text":"## Install\n\n```bash\nclaude plugin marketplace add \\\n AI-Marketing-Hub/claude-obsidian\n\nclaude plugin install claude-obsidian\n```\n\nRepo: `github.com/AI-Marketing-Hub/claude-obsidian`","x":280,"y":-900,"width":480,"height":200,"color":"3"},
{"id":"text-canvas-label-1744041640","type":"text","text":"Canvas Demo","x":-960,"y":-630,"width":420,"height":40},
{"id":"text-wikimap-label-1744041641","type":"text","text":"Wiki Map View","x":-500,"y":-630,"width":420,"height":40},
{"id":"text-cover-label-1744041642","type":"text","text":"Plugin Cover","x":-40,"y":-600,"width":280,"height":40}
],
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{"id":"e-ingest-query-1744041650","fromNode":"img-wiki-ingest-1744041615","fromSide":"right","toNode":"img-wiki-query-1744041616","toSide":"left","color":"4","label":"builds"},
{"id":"e-query-auto-1744041651","fromNode":"img-wiki-query-1744041616","fromSide":"right","toNode":"img-autoresearch-1744041617","toSide":"left","color":"4","label":"grows"},
{"id":"e-auto-canvas-1744041652","fromNode":"img-autoresearch-1744041617","fromSide":"right","toNode":"img-wiki-canvas-1744041618","toSide":"left","color":"4","label":"visualizes"}
]
}
+9 -69
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@@ -1,72 +1,12 @@
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],
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}
+23 -205
View File
@@ -1,209 +1,27 @@
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"width": 260,
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"width": 260,
"height": 80,
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},
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"id": "text-brain",
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]
}
@@ -1,145 +0,0 @@
---
type: comparison
title: "Claude + Obsidian Ecosystem: Feature Matrix"
created: 2026-04-08
updated: 2026-04-08
tags:
- ecosystem
- competitive-analysis
- claude-obsidian
- cherry-picks
status: current
related:
- "[[cherry-picks]]"
- "[[LLM Wiki Pattern]]"
- "[[Andrej Karpathy]]"
sources:
- "[[claude-obsidian-ecosystem-research]]"
---
# Claude + Obsidian Ecosystem: Feature Matrix
> Researched 2026-04-08 | 16+ projects analyzed | See [[cherry-picks]] for action items
---
## Legend
- ✅ Has it
- ❌ Missing
- 🟡 Partial
- ⭐ Best-in-class implementation
---
## LLM Wiki Pattern Projects (Claude Code Skills)
| Feature | claude-obsidian | claudesidian | llm-knowledge-bases | llm-wiki | obsidian-wiki | obsidian-claude-pkm |
|---------|:-:|:-:|:-:|:-:|:-:|:-:|
| /wiki setup & scaffold | ✅ | 🟡 `/init-bootstrap` | 🟡 `/kb-init` | ✅ | ✅ setup.sh | 🟡 `/onboard` |
| Source ingestion | ✅ | ❌ | ✅ | ✅ | ✅ | ❌ |
| Wiki query | ✅ | ❌ | ✅ 3 depths | 🟡 | ✅ | ❌ |
| Wiki lint | ✅ | ❌ | ✅ | ✅ | ❌ | ❌ |
| /save conversation | ✅ | ❌ | ❌ | ❌ | ❌ | ❌ |
| Autoresearch loop | ✅ | ❌ | 🟡 | ❌ | ❌ | ❌ |
| Canvas / visual layer | ✅ | ❌ | ❌ | ❌ | ❌ | ❌ |
| Hot cache | ✅ | ❌ | ❌ | ❌ | ❌ | ❌ |
| **Delta tracking** | ❌ | ❌ | ❌ | ❌ | ✅⭐ | ❌ |
| **Multi-depth query** | ❌ | ❌ | ✅⭐ | ❌ | ❌ | ❌ |
| **URL ingestion** | ❌ | 🟡 firecrawl | ❌ | ✅ | ✅ | ❌ |
| **Vision / image ingest** | ❌ | 🟡 gemini | ❌ | ❌ | ✅⭐ | ❌ |
| **Auto-commit hooks** | ❌ | ❌ | ❌ | ✅ git | ❌ | ✅⭐ |
| **Marp / slides output** | ❌ | ❌ | ✅⭐ | ✅ | ❌ | ❌ |
| **Chart output** | ❌ | ❌ | ✅ matplotlib | ❌ | ❌ | ❌ |
| **Hybrid search (BM25+vec)** | ❌ | ❌ | ❌ | ✅⭐ qmd | ❌ | ❌ |
| **Goal cascade (PKM)** | ❌ | 🟡 PARA | ❌ | ❌ | ❌ | ✅⭐ |
| **Daily/weekly review** | ❌ | 🟡 | ❌ | ❌ | ❌ | ✅⭐ |
| **Adopt existing vault** | ❌ | ✅⭐ | ❌ | ❌ | ❌ | ✅⭐ |
| **Multi-agent compat.** | ❌ | ❌ | ❌ | ❌ | ✅⭐ | ❌ |
| **X/Twitter ingest** | ❌ | ❌ | ✅⭐ smaug | ❌ | ❌ | ❌ |
| Marketplace install | ✅ | ❌ | ✅ | ❌ | ❌ | ❌ |
| Public repo | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ |
---
## Native Obsidian Plugins (Embedded UI)
| Feature | Claudian | Nexus (claudesidian-mcp) | infio-copilot |
|---------|:-:|:-:|:-:|
| Sidebar chat in Obsidian | ✅ | ✅ | ✅ |
| Inline edit w/ diff | ✅⭐ word-level | ✅ | ✅ |
| Plan mode | ✅⭐ Shift+Tab | ❌ | ❌ |
| @mention files/agents | ✅⭐ | ❌ | 🟡 |
| MCP server support | ✅ | ✅⭐ external | ❌ |
| Multi-tab conversations | ✅ | ❌ | ❌ |
| Workspace memory | ❌ | ✅⭐ JSONL | ✅ workspaces |
| Task management | ❌ | ✅⭐ | ❌ |
| Semantic search | ❌ | ✅ | ✅⭐ local embed |
| PDF → Markdown | ❌ | ✅ | ❌ |
| Web page capture | ❌ | ✅ | ❌ |
| Mobile support | ❌ | ✅⭐ | ❌ |
| Obsidian Sync compatible | N/A | ✅⭐ | N/A |
| Stars / popularity | ~200 est. | ~800 est. | ~300 est. |
---
## MCP Servers
| Server | Key Differentiator | Requires |
|--------|-------------------|----------|
| obsidian-mcp-tools | Templater execution + SLSA attestation | Local REST API + Smart Connections |
| obsidian-memory-mcp | AI memories as Markdown in graph view | Node 18+ |
| obsidian-claude-code-mcp | WebSocket, auto-discovers vaults | Claude Code |
| administrativetrick/obsidian-mcp | Minimal, simple | Claude Desktop |
| MarkusPfundstein/mcp-obsidian | Via REST API | Local REST API |
---
## kepano/obsidian-skills (Special — from Obsidian Creator)
Linus Kepano (Obsidian creator + Minimal theme) published official Agent Skills for Obsidian:
| Skill | What It Teaches |
|-------|----------------|
| obsidian-markdown | Obsidian Flavored Markdown (callouts, embeds, wikilinks, properties) |
| obsidian-bases | Obsidian Bases (.base files, views, filters, formulas) |
| json-canvas | JSON Canvas spec (.canvas nodes/edges/groups) |
| obsidian-cli | Vault management via Obsidian CLI |
| defuddle | Extract clean Markdown from web pages (saves tokens) |
> **Key signal**: This project validates that the Agent Skills format is the right standard.
> These skills are platform-agnostic (Claude Code, Codex, OpenCode).
---
## Popularity Snapshot (Traditional Plugins)
| Plugin | Stars | Approach |
|--------|-------|---------|
| obsidian-copilot | 5,776 | Multi-provider vault chat |
| obsidian-smart-connections | 4,357 | Semantic search + embeddings |
| obsidian-textgenerator-plugin | 1,837 | Text generation |
| chatgpt-md | 1,229 | Chat in Markdown |
| obsidian-local-gpt | 569 | Local LLM |
| obsidian-ai-tools | 272 | Supabase + OpenAI semantic search |
---
## Where claude-obsidian Wins
1. **Hot cache** — session context mechanism is unique in the ecosystem
2. **Canvas skill** — no other LLM Wiki project has a visual layer
3. **Marketplace install** — most polished install experience
4. **/save conversation** — filing chat sessions as wiki pages is unique
5. **Pub quality docs** — README, install guide, demo GIFs
6. **Dual repo** (public + community) — distribution model unique
## Where claude-obsidian Has Gaps
See [[cherry-picks]] for prioritized list with implementation notes.
Top 5 gaps by impact:
1. No delta tracking → re-ingests everything on every compile
2. No URL ingestion → forces manual copy-paste
3. No auto-commit → vault changes aren't versioned automatically
4. No multi-depth query → one mode for all questions
5. No vision input → can't ingest screenshots or images
+1 -1
View File
@@ -1,7 +1,7 @@
---
type: meta
title: "Concepts Index"
updated: 2026-04-07
updated: 2026-05-28
tags:
- meta
- index
-156
View File
@@ -1,156 +0,0 @@
---
type: concept
title: "Cherry-Picks: Feature Backlog from Ecosystem Research"
created: 2026-04-08
updated: 2026-04-08
tags:
- backlog
- cherry-picks
- product-roadmap
- claude-obsidian
status: current
related:
- "[[claude-obsidian-ecosystem]]"
- "[[LLM Wiki Pattern]]"
sources:
- "[[claude-obsidian-ecosystem-research]]"
---
# Cherry-Picks: Feature Backlog
> Sourced from ecosystem research 2026-04-08 | 16+ projects analyzed
> Prioritized by: impact × implementation ease × uniqueness
---
## Tier 1 — Quick Wins (High Impact, Low Effort)
### 1. URL Ingestion in /wiki-ingest
**Source**: ekadetov/llm-wiki, Ar9av/obsidian-wiki
**What it is**: Pass a URL directly to ingest instead of a file path. Agent fetches the page, cleans it, saves to `.raw/`, then ingests.
**Current state**: Users must manually copy-paste web content.
**How to add**: Detect `https://` prefix in ingest skill → WebFetch → save to `.raw/articles/` → proceed with normal ingest.
**Bonus**: Pair with **defuddle** (kepano's web cleaner) for clean token-efficient extraction.
### 2. Auto-Commit PostToolUse Hook
**Source**: ballred/obsidian-claude-pkm, ekadetov/llm-wiki
**What it is**: Every Write/Edit tool call in the vault triggers `git add -A && git commit -m "auto: [filename] [timestamp]"`.
**Current state**: No auto-commit. Users must manually push.
**How to add**: PostToolUse hook in hooks.json targeting Write + Edit tools, scoped to wiki/ directory.
**Note**: Makes vault a proper version-controlled knowledge base automatically.
### 3. defuddle Web Cleaning Skill
**Source**: kepano/obsidian-skills
**What it is**: A skill that wraps `defuddle-cli` — strips ads, nav, clutter from web pages before ingest. Reduces token usage ~40-60% on typical web articles.
**How to add**: New `defuddle` sub-skill or reference in wiki-ingest. Requires `defuddle-cli` npm package.
---
## Tier 2 — Medium Effort, High Value
### 4. Delta Tracking Manifest
**Source**: Ar9av/obsidian-wiki
**What it is**: `.raw/.manifest.json` tracking every ingested source — path, hash, timestamp, which wiki pages it produced. Re-ingest only processes new/changed files.
**Current state**: Every `/wiki-ingest` call re-processes everything.
**How to add**:
- On ingest: compute MD5 hash of source → check manifest → skip if unchanged
- On ingest: record `{path, hash, ingested_at, pages_created}` in manifest
- On update: re-process if hash changed, merge changes into existing pages
### 5. Multi-Depth Query Modes
**Source**: rvk7895/llm-knowledge-bases
**What it is**: 3 query tiers in `/wiki-query`:
- **Quick** — hot.md + index.md only (~3 pages read)
- **Standard** — full wiki cross-reference + optional web search supplement
- **Deep** — parallel sub-agents, each researching a different angle
**Current state**: One depth level.
**How to add**: `/wiki-query quick <question>`, `/wiki-query deep <question>` flags in SKILL.md.
### 6. /wiki-ingest Vision Support
**Source**: Ar9av/obsidian-wiki
**What it is**: Ingest images, screenshots, whiteboard photos by passing the image to a vision-capable model.
**How to add**: Detect image extension → read as base64 → pass to Claude with vision prompt asking for transcription/description → treat result as text source → standard ingest pipeline.
**Useful for**: Whiteboard photos from meetings, screenshots of web content, diagrams.
---
## Tier 3 — Bigger Features Worth Planning
### 7. /adopt — Import Existing Vault
**Source**: heyitsnoah/claudesidian, ballred/obsidian-claude-pkm
**What it is**: `/adopt` analyzes an existing Obsidian vault, detects its organization method (PARA, Zettelkasten, LYT, plain), and wraps the LLM Wiki pattern around it without destroying existing structure.
**Why it matters**: Currently, users must start fresh. This unlocks adoption by people with existing vaults.
**Implementation**: Scan folder structure → classify patterns → generate CLAUDE.md mapping existing folders to wiki roles → non-destructive.
### 8. Productivity Wrapper (Daily/Weekly Reviews)
**Source**: ballred/obsidian-claude-pkm
**What it is**: Optional `/daily` and `/weekly` skills that connect goal tracking to the knowledge base.
**Could be a separate plugin** rather than bundled into claude-obsidian.
**Goal cascade**: 3-Year Vision → Yearly Goals → Projects → Weekly → Daily.
### 9. Multi-Agent Compatibility (Cursor, Windsurf, Codex)
**Source**: Ar9av/obsidian-wiki, kepano/obsidian-skills
**What it is**: A `setup.sh` or `/wiki-convert` command that generates `.cursor/rules/`, `AGENTS.md`, `GEMINI.md` equivalents so the wiki skills work in other coding agents.
**Note**: kepano already published skills in Agent Skills format — claude-obsidian is already in that format. Just needs the adapter files.
### 10. Marp Presentation Output
**Source**: rvk7895/llm-knowledge-bases, ekadetov/llm-wiki
**What it is**: `/wiki-query --slides <topic>` generates a Marp presentation from wiki content, saved to `output/`.
**Requires**: `marp-cli` npm package.
---
## Tier 4 — Research / Ecosystem Plays
### 11. obsidian-memory-mcp Integration
**Source**: YuNaga224/obsidian-memory-mcp
**What it is**: Connect the MCP server that stores Claude's memories as Markdown entities with `[[wikilinks]]` → they appear in Obsidian graph view automatically.
**How to add**: Point MEMORY_DIR to the wiki/entities/ directory — entity memory pages become proper wiki pages.
### 12. obsidian-bases Skill (from kepano)
**Source**: kepano/obsidian-skills
**What it is**: Teach Claude how to create and edit Obsidian Bases (.base files) for dynamic tables, views, and filters.
**Why**: Obsidian Bases is a new core feature — no other LLM Wiki project teaches Claude about it yet.
### 13. Schema-Emergent Vault Mode
**Source**: Ar9av/obsidian-wiki
**What it is**: Alternative /wiki mode where the vault structure is not scaffolded upfront but emerges from ingested content. Good for exploratory knowledge building vs. structured domains.
**How**: Skip the scaffold step; let wiki-ingest create folders/categories organically based on source content.
---
## Competitive Positioning
After this research, claude-obsidian's unique advantages remain:
- **Hot cache** — no one else has this session context mechanism
- **Canvas visual layer** — unique in the LLM Wiki category
- **/save conversation** — filing chat → wiki is a distinct workflow
- **Marketplace polish** — best install experience in category
- **Community distribution** (avalonreset-pro)
The ecosystem is maturing fast. Tier 1 items (URL ingest, auto-commit, defuddle) should ship in v1.3.0 to stay ahead.
---
## Implementation Priority
```
v1.3.0 (quick wins):
- URL ingestion (#1)
- Auto-commit hook (#2)
- defuddle integration (#3)
v1.4.0 (quality):
- Delta tracking (#4)
- Multi-depth query (#5)
v1.5.0 (expansion):
- Vision ingest (#6)
- /adopt command (#7)
- Multi-agent compat (#9)
Future:
- Productivity wrapper (#8)
- Marp output (#10)
- Memory MCP integration (#11)
```
-61
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@@ -1,61 +0,0 @@
---
type: entity
title: "Ar9av/obsidian-wiki"
created: 2026-04-08
updated: 2026-04-08
tags:
- github-repo
- llm-wiki-pattern
- multi-agent
status: current
related:
- "[[LLM Wiki Pattern]]"
- "[[cherry-picks]]"
- "[[claude-obsidian-ecosystem]]"
sources:
- "[[claude-obsidian-ecosystem-research]]"
---
# Ar9av/obsidian-wiki
**Type**: Claude Code plugin (skill-based)
**URL**: https://github.com/Ar9av/obsidian-wiki
**Pattern**: Karpathy LLM Wiki
**Unique claim**: Works with any AI coding agent via `setup.sh`
## What It Does
Framework for AI agents to build and maintain an Obsidian wiki using the Karpathy LLM Wiki pattern. The key differentiator: a single `setup.sh` deploys the skills to 7 different agents simultaneously.
## Agent Compatibility Matrix
| Agent | Bootstrap | Skills Dir |
|-------|-----------|-----------|
| Claude Code | CLAUDE.md | `.claude/skills/` |
| Cursor | `.cursor/rules/obsidian-wiki.mdc` | `.cursor/skills/` |
| Windsurf | `.windsurf/rules/` | `.windsurf/skills/` |
| Codex (OpenAI) | AGENTS.md | `~/.codex/skills/` |
| Gemini/Antigravity | GEMINI.md | `~/.gemini/antigravity/skills/` |
| OpenClaw | AGENTS.md | `.agents/skills/` |
| GitHub Copilot | `.github/copilot-instructions.md` | — |
## Key Innovations
### Delta Tracking Manifest
`.manifest.json` tracks every ingested source: path, hash, timestamp, which wiki pages produced. Only processes new/changed files. Solves the "re-ingest everything" problem.
### 4-Stage Pipeline
1. **Ingest** — reads source (PDF, JSONL, text, conversation exports, images)
2. **Extract** — pulls concepts, entities, claims, relationships, open questions
3. **Resolve** — merges new knowledge against existing wiki (no duplication)
4. **Schema** — structure emerges from sources, not predefined
### Vision Support
Images, screenshots, whiteboard photos ingestable with vision-capable model. Each page gets 1-2 sentence `summary:` in frontmatter for preview without opening.
## Cherry-Picks for claude-obsidian
- [[cherry-picks#4. Delta Tracking Manifest]]
- [[cherry-picks#6. /wiki-ingest Vision Support]]
- [[cherry-picks#9. Multi-Agent Compatibility (Cursor, Windsurf, Codex)]]
- [[cherry-picks#13. Schema-Emergent Vault Mode]]
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---
type: entity
title: "Claudian (YishenTu/claudian)"
created: 2026-04-08
updated: 2026-04-08
tags:
- github-repo
- native-obsidian-plugin
- embedded-ai
status: current
related:
- "[[cherry-picks]]"
- "[[claude-obsidian-ecosystem]]"
sources:
- "[[claude-obsidian-ecosystem-research]]"
---
# Claudian (YishenTu/claudian)
**Type**: Native Obsidian plugin (TypeScript, embedded Claude Code/Codex)
**URL**: https://github.com/YishenTu/claudian
**Install**: BRAT or manual (not yet in community store)
## What It Does
Embeds Claude Code (or Codex CLI) directly inside Obsidian as a sidebar chat. The vault becomes the agent's working directory — all Claude Code tools work natively inside Obsidian.
## Key Features
### Inline Edit with Word-Level Diff
Select text in a note + hotkey → Claude proposes edit with word-level diff preview → one-click apply. Best-in-class inline editing in the Obsidian AI ecosystem.
### Plan Mode (Shift+Tab)
Agent explores and designs before implementing. Presents a plan for approval before any file changes. Mirrors Claude Code's own plan mode.
### @mention System
Type `@` to reference:
- Vault files
- Sub-agents
- MCP servers
- Files in external directories (outside vault)
### Instruction Mode (#)
Add refined custom instructions directly from chat input — persisted for the session.
### MCP Server Integration
Connect external tools via stdio, SSE, or HTTP. Claude manages vault MCP in-app; Codex uses CLI-managed config.
### Multi-Tab Conversations
Multiple chat tabs, conversation history, fork, resume, compact mode.
## Privacy
- No telemetry
- Settings stored in `vault/.claudian/`
- Claude files in `vault/.claude/`
- Transcripts in `~/.claude/projects/`
## Relevance to claude-obsidian
Claudian is a native plugin (different category) but its Plan Mode, @mention, and inline edit patterns could inspire new features in claude-obsidian skills — particularly for the canvas and wiki-query workflows.
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@@ -1,53 +0,0 @@
---
type: entity
title: "Nexus (ProfSynapse/claudesidian-mcp)"
created: 2026-04-08
updated: 2026-04-08
tags:
- github-repo
- obsidian-plugin
- mcp-server
- native-plugin
status: current
related:
- "[[cherry-picks]]"
- "[[claude-obsidian-ecosystem]]"
sources:
- "[[claude-obsidian-ecosystem-research]]"
---
# Nexus (formerly Claudesidian MCP)
**Type**: Native Obsidian plugin + MCP bridge
**URL**: https://github.com/ProfSynapse/claudesidian-mcp
**Current name**: Nexus MCP for Obsidian
**Install**: `.obsidian/plugins/nexus/`
## What It Does
Full Obsidian plugin with two modes:
1. **Native chat inside Obsidian** — connect any AI provider
2. **MCP bridge** — expose vault to Claude Desktop, Claude Code, Codex CLI, Gemini CLI, Cursor, Cline
## Key Features
- **Workspace memory** — persistent context across sessions stored as JSONL, automatically included in Obsidian Sync
- **Task management** — projects, tasks, blockers, dependencies tracked within vault
- **Semantic search** — search notes + past conversations by meaning
- **Inline editing** — edit selected text in notes
- **PDF + audio → Markdown** — conversion on right-click or auto-on-add
- **Web page capture** — open URL in Obsidian, save as Markdown/PNG/PDF
- **Mobile support** — native chat works on iOS/Android
- **Two-tool architecture** — dedicated tools for read vs write actions
## Storage Architecture
Data stored as JSONL files in `.obsidian/plugins/nexus/data/`. This is included in Obsidian Sync automatically (unlike the `.nexus/` folder of v1). SQLite cache is local-only, rebuilt from JSONL on each device.
## Relevance to claude-obsidian
Nexus is in a different category — it's a native TypeScript Obsidian plugin, not a Claude Code skill plugin. The two don't compete directly, but its workspace memory and task management patterns are cherry-pickable.
## Cherry-Picks for claude-obsidian
- [[cherry-picks#11. obsidian-memory-mcp Integration]] (different implementation, same concept)
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@@ -1,7 +1,7 @@
---
type: meta
title: "Entities Index"
updated: 2026-04-07
updated: 2026-05-28
tags:
- meta
- index
@@ -1,66 +0,0 @@
---
type: entity
title: "ballred/obsidian-claude-pkm"
created: 2026-04-08
updated: 2026-04-08
tags:
- github-repo
- llm-wiki-pattern
- pkm
- productivity
status: current
related:
- "[[LLM Wiki Pattern]]"
- "[[cherry-picks]]"
- "[[claude-obsidian-ecosystem]]"
sources:
- "[[claude-obsidian-ecosystem-research]]"
---
# ballred/obsidian-claude-pkm
**Type**: Claude Code plugin (skill-based PKM system)
**URL**: https://github.com/ballred/obsidian-claude-pkm
**Version**: 3.1
**Tagline**: "Not another PKM starter kit. An execution system."
## What It Does
Connects a 3-year vision cascade to daily task execution, using Claude as an accountability partner. Every layer is linked — daily notes surface the weekly ONE Big Thing, which links to active projects, which link to yearly goals.
## Goal Cascade
```
3-Year Vision → Yearly Goals → Projects → Monthly Goals → Weekly Review → Daily Tasks
```
Each layer has a dedicated skill: `/goal-tracking`, `/project`, `/monthly`, `/weekly`, `/daily`, `/review`.
## Key Innovations
### Auto-Commit via PostToolUse Hook
Every Write/Edit tool call triggers `git add -A && git commit` automatically. Vault is always versioned.
### /adopt Command
Scans an existing Obsidian vault, detects its organization method (PARA, Zettelkasten, LYT, plain folders), maps folders interactively to the PKM layers, generates config files. Non-destructive.
### 4 Specialized Agents with Memory
- `goal-aligner` — audits activity vs. stated goals, flags misalignment
- `weekly-reviewer` — facilitates 3-phase weekly review, learns reflection style
- `note-organizer` — fixes broken links, consolidates duplicates
- `inbox-processor` — GTD-style inbox processing
Uses `memory: project` so agents remember patterns across sessions.
### Productivity Coach Output Style
`/output-style coach` transforms Claude into an accountability partner — challenges assumptions, asks powerful questions, points out goal-action misalignment.
## Architecture
Zero dependencies (bash + markdown only). Path-specific rules loaded contextually. Session init surfaces ONE Big Thing, active project count, days since last review.
## Cherry-Picks for claude-obsidian
- [[cherry-picks#2. Auto-Commit PostToolUse Hook]]
- [[cherry-picks#7. /adopt — Import Existing Vault]]
- [[cherry-picks#8. Productivity Wrapper (Daily/Weekly Reviews)]]
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@@ -1,62 +0,0 @@
---
type: entity
title: "kepano/obsidian-skills"
created: 2026-04-08
updated: 2026-04-08
tags:
- github-repo
- official
- agent-skills
- obsidian-creator
status: current
related:
- "[[LLM Wiki Pattern]]"
- "[[cherry-picks]]"
- "[[claude-obsidian-ecosystem]]"
sources:
- "[[claude-obsidian-ecosystem-research]]"
---
# kepano/obsidian-skills
**Type**: Agent Skills (Agent Skills standard)
**URL**: https://github.com/kepano/obsidian-skills
**Author**: **Linus Kepano** — creator of Obsidian + Minimal theme
**Install**: `/plugin marketplace add kepano/obsidian-skills`
## Why This Matters
This repo is from the creator of Obsidian. It:
1. Validates that the Agent Skills standard is the right format for Obsidian AI tools
2. Provides the canonical reference for how to teach Claude about Obsidian-specific syntax
3. Covers Obsidian Bases — a new core Obsidian feature that no other AI project supports yet
## Skills
| Skill | What It Teaches Claude |
|-------|----------------------|
| `obsidian-markdown` | Full Obsidian Flavored Markdown: wikilinks, embeds, callouts, properties, tags |
| `obsidian-bases` | Obsidian Bases (.base files): views, filters, formulas, summaries |
| `json-canvas` | JSON Canvas spec: nodes, edges, groups, connections |
| `obsidian-cli` | Vault management, plugin/theme dev via Obsidian CLI |
| `defuddle` | Extract clean Markdown from web pages — removes ads, nav, clutter |
## defuddle
The `defuddle` skill wraps `defuddle-cli`. When ingesting web content, running defuddle first:
- Strips ads, navigation, footers
- Reduces token usage ~40-60% on typical web pages
- Produces cleaner Markdown that fits better in context window
This is a direct cherry-pick for claude-obsidian's ingest pipeline.
## Multi-Platform
Works with Claude Code, Codex CLI, and OpenCode out of the box.
## Cherry-Picks for claude-obsidian
- [[cherry-picks#1. URL Ingestion in /wiki-ingest]] (pair with defuddle)
- [[cherry-picks#3. defuddle Web Cleaning Skill]]
- [[cherry-picks#12. obsidian-bases Skill (from kepano)]]
- [[cherry-picks#9. Multi-Agent Compatibility]] (format already compatible)
@@ -1,61 +0,0 @@
---
type: entity
title: "rvk7895/llm-knowledge-bases"
created: 2026-04-08
updated: 2026-04-08
tags:
- github-repo
- llm-wiki-pattern
- deep-research
status: current
related:
- "[[LLM Wiki Pattern]]"
- "[[cherry-picks]]"
- "[[claude-obsidian-ecosystem]]"
- "[[Andrej Karpathy]]"
sources:
- "[[claude-obsidian-ecosystem-research]]"
---
# rvk7895/llm-knowledge-bases
**Type**: Claude Code plugin (Marketplace)
**URL**: https://github.com/rvk7895/llm-knowledge-bases
**Install**: `/plugin marketplace add rvk7895/llm-knowledge-bases`
## What It Does
Turns raw research material into an LLM-maintained Obsidian wiki with multi-depth querying and rich output formats. Adds a deep research pipeline with parallel agents on top of the Karpathy pattern.
## Key Innovations
### 3-Depth Query System
- **Quick** — answers from wiki indexes and summaries only (minimal reads)
- **Standard** — cross-references full wiki, supplements with web search
- **Deep** — multi-agent parallel web search pipeline
### Output Formats
Beyond Markdown: Marp slides, matplotlib charts. All outputs saved to `output/` and optionally filed back into wiki.
### Skills Set
| Skill | Purpose |
|-------|---------|
| `/kb-init` | One-time setup |
| `/kb compile` | Raw → wiki |
| `/kb query` | Query with depth |
| `/kb lint` | Health check |
| `/kb evolve` | Maintenance pass |
| `/research <topic>` | Structured research outline |
| `/research-deep` | Parallel agents per outline item |
| `/research-report` | Compile deep results → Markdown |
### X/Twitter Integration
Via Smaug tool (`npm install -g @steipete/bird`). Ingests tweets, threads, bookmarks from X/Twitter by pasting URL. Uses session cookies (read-only, personal use).
## Attribution
Built on Karpathy pattern + Weizhena's Deep Research skills adapted for the research pipeline.
## Cherry-Picks for claude-obsidian
- [[cherry-picks#5. Multi-Depth Query Modes]]
- [[cherry-picks#10. Marp Presentation Output]]
+14 -70
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@@ -1,92 +1,36 @@
---
type: meta
title: "Hot Cache"
updated: 2026-05-17T04:30:00
updated: 2026-05-28T09:45:00+09:00
tags:
- meta
- hot-cache
status: evergreen
status: current
related:
- "[[index]]"
- "[[log]]"
- "[[Wiki Map]]"
- "[[getting-started]]"
- "[[DragonScale Memory]]"
- "[[overview]]"
---
# Recent Context
Navigation: [[index]] | [[log]] | [[overview]]
## Last Updated
2026-05-17 (very late, post-polish): **v1.7.1 patch + polish slice shipped locally** (branch `v1.7.0-compound-vault`, still NOT pushed). All 1 BLOCKER + 6 HIGH findings closed; then verifier agent re-pass surfaced 2 MEDIUM + 3 LOW polish items, all closed in `c2d7575`. Final verifier verdict: 0/0/0/0 SHIP. Score: 100/100 on the v1.7.1 patch dimensions (plan fidelity, behavioral correctness, test health, internal consistency, constraint honor, defect introduction, kernel application). 8 commits landed in this resumption session: `ca68bb6` (Fix 1+6 BLOCKER B1 + H6 — contextual-prefix `--allow-egress` flag default-off + `bin/setup-retrieve.sh` consent prompt + `skills/wiki-retrieve/SKILL.md` Data Privacy callout, mirror of `tiling-check.py:351` `--allow-remote-ollama` precedent), `4837d4f` (Fix 2 H1 — setup-retrieve exit 5 + 3-option recovery hint on Stage 1 failure), `7e1f187` (Fix 3 H2 — `make clean-test-state` extended to v1.7 artifacts), `7120970` (Fix 4 H3 — PostToolUse hook captures LOCK_RC directly, not via pipeline; defers commit on script error OR locks held), `722ac97` (Fix 5 H5 — `detect-transport.sh` `json_escape()` helper via `python3 json.dumps`), `3ea443f` (Fix 7 H4 — new `agents/verifier.md` read-only pre-commit specialist + CLAUDE.md reference), and the cross-cutting closeout `822c80a` (version bump 1.7.0 → 1.7.1, CHANGELOG entry, audit doc updated with §10.2 SHAs + v1.7.1 closeout block, audit benchmark scripts promoted to tracked files). `make test` ran 7/7 green after every fix. End-to-end verifications: `python3 scripts/contextual-prefix.py --peek` returns `tier=synthetic` even with `ANTHROPIC_API_KEY` set (default-deny works); `--allow-egress` correctly flips it; `echo "" | bash bin/setup-retrieve.sh` aborts at the consent prompt; `bash scripts/wiki-lock.sh acquire ...` then hook trigger correctly defers auto-commit. **Next step**: ask user whether to push + tag `v1.7.1`. Do NOT push without explicit go.
2026-05-28. Removed the Claude + Obsidian ecosystem research source and its direct generated wiki pages so the vault can be reoriented around another domain.
2026-05-17 (late): **v1.7.0 full audit complete; v1.7.1 fixes plan ready**. Branch `v1.7.0-compound-vault` still local-only (no push, no tag). The audit was demanded as "THROUGH and FULL on AUDIT following /best-practices" with EVERYTHING scope. Result: **31 findings (1 BLOCKER + 6 HIGH + 14 MEDIUM + 10 LOW)** in `docs/audits/v1.7.0-audit-2026-05-17.md` (481 lines). **BLOCKER**: `scripts/contextual-prefix.py:252-258` data-egress consent gap — `pick_prefix_tier()` silently sends wiki page bodies to Anthropic API whenever `ANTHROPIC_API_KEY` is set; mirror `scripts/tiling-check.py:351-352` `--allow-remote-ollama` precedent to fix (~1h). **Retrieval benchmark PASS**: 50 queries × 2 pipelines via `scripts/benchmark-runner.py`; v1.7 top-1 54.0% vs v1.6 baseline 24.0% (+30pp); error-reduction +39.5% vs ≥30% gate. Per-category breakdown in audit §6.2. **Competitor recheck (24h after compass May 16)**: kepano +1.1k★ to 31.6k, Copilot CLI integration issue still stale 3mo (genuine moat for us), NotebookLM May 2026 shipped Video Overviews + 4-tile Studio (widens derivative-outputs gap — filed M13 for v2.0 derive spec). **7-axis #1 verdict**: YES on 4 axes (compounding wiki, multi-writer safety, retrieval architecture free-tier, license openness), TIE on methodology (v1.8 closes), NO on GUI ergonomics (v2.5+) + derivative outputs (v2.0). Honest answer: #1 today on power-user-control axes, not in mainstream adoption without v2.0+v2.5.
## Key Recent Facts
**For post-compact resumption**: read `docs/audits/v1.7.1-fixes-plan.md` (this is your roadmap — 6 commits, ~2.5h, sequenced top-to-bottom with file paths + exact edits + verification steps + commit messages per fix). The plan starts with the BLOCKER (Fix 1) + Data Privacy callout (Fix 6) bundled. Working tree state on resume: 4 untracked files (audit doc, fixes plan, `scripts/baseline-v16.py`, `scripts/benchmark-runner.py`); `96a5505` wiki auto-commit landed the benchmark corpus at `wiki/meta/retrieval-benchmark-v1.7.md`; `make test` is 7/7 green; `bash bin/setup-retrieve.sh --no-llm` is provisioned (chunks/, bm25/, embed-cache.json exist — gitignored). User wants to "proceed" with the fixes after compact; do NOT push or tag without explicit go.
- Removed `.raw/claude-obsidian-ecosystem-research.md` and `wiki/sources/claude-obsidian-ecosystem-research.md`.
- Removed direct generated pages: `claude-obsidian-ecosystem`, `cherry-picks`, `Ar9av-obsidian-wiki`, `Nexus-claudesidian-mcp`, `ballred-obsidian-claude-pkm`, `rvk7895-llm-knowledge-bases`, `kepano-obsidian-skills`, and `Claudian-YishenTu`.
- No canvas file referenced those pages, so no canvases were removed.
- Historical log, release, audit, benchmark, and report notes were preserved unless they were direct source-generated pages.
**Session record** (full prose, ~600 lines) in personal vault: `~/Documents/Obsidian Vault/sessions/2026-05-17 claude-obsidian v1.7 audit + fixes plan.md`. Ingest-log entry prepended at top of `~/Documents/Obsidian Vault/log/ingest-log.md` per global save convention.
## Recent Changes
2026-05-17: **v1.7.0 "Compound Vault" refoundation shipped locally** (branch `v1.7.0-compound-vault`, NOT pushed). Four workstreams committed as 4 separate feat commits: §3.1 substrate hard-prefer on `kepano/obsidian-skills` (9c8e510), §3.2 default transport with new `wiki-cli` skill + `scripts/detect-transport.sh` (6c7671e), §3.3 hybrid retrieval pipeline as opt-in `wiki-retrieve` skill with 4 new scripts + 2 hermetic test suites (45a5bd3), §3.4 multi-writer safety closing the latent corruption bug from v1.6 via `scripts/wiki-lock.sh` (66c11f9). Cross-cutting commit pending: version bump 1.6.0→1.7.0, README/CLAUDE.md updates, CHANGELOG entry, new `docs/compound-vault-guide.md` omnibus, this hot.md update. `make test` runs 7 suites green (was 3) — zero ollama / network dependency preserved. Plan file at `~/.claude/plans/read-in-full-the-hidden-sun.md`. User-paused at "full on review on all work done"; no push or tag until explicit go.
2026-04-24 (late night): v1.6.0 public release notes shipped. `docs/releases/v1.6.0.md` (Karpathy-style, 346 lines) establishes the release-notes convention. Three original SVGs at `wiki/meta/dragonscale-{mechanism-overview,6-test-flow,frontier-graph}.svg` carry the visual load; Wikipedia dragon curve referenced by text link only (no binary vendoring). R4 codex verifier ACCEPT WITH FIXES, 3 wording fixes applied. User runs `gh release create v1.6.0 --notes-file docs/releases/v1.6.0.md` when ready. Commits `85515bb` (docs), plus wiki/meta/ auto-commits for SVGs.
2026-04-24 (night): DragonScale end-to-end validation pass. Six-test menu run via Teams orchestration (codex gpt-5.4 for M1 dry-run, M1 commit, M4 autoresearch; chair for ollama pull, M2 allocate, M3 full tiling). All six green. First real fold committed (`wiki/folds/fold-k3-from-2026-04-23-to-2026-04-24-n8.md`, 115 lines, 8 children). First real tiling report at `wiki/meta/tiling-report-2026-04-24.md` (0 errors, 15 review pairs). M2 counter advanced 2 to 3, `c-000002` reserved-unassigned. M4 autoresearch filed 3 new concept pages (`Persistent Wiki Artifact`, `Source-First Synthesis`, `Query-Time Retrieval`) extending `[[How does the LLM Wiki pattern work?]]` with Karpathy gist + RAG + MemGPT + Obsidian docs as sources. v1.6.0 validated.
2026-04-24 (evening): v1.6.0 closeout via Teams approach (chair-led, codex gpt-5.4 for sub-agents). 2 explorers (closeout gaps + doc surface). 6 bounded writes (non-overlapping scope): `docs/dragonscale-guide.md` (new, 563 lines), `wiki/meta/2026-04-24-v1.6.0-release-session.md` (new, 346 lines), `wiki/meta/boundary-frontier-2026-04-24.md` (first real M4 run artifact, new), `docs/install-guide.md` (1.5.0 to 1.6.0 + M4 callout + flat-extractive correction), `README.md` (parenthetical + guide link), `wiki/hot.md` (drift fixes). 1 adversarial verifier returned ACCEPT WITH FIXES; all 11 fixes applied in place. Docs commit `eb1562f`. `make test` green (74+ assertions). Still no git tags for v1.5.0 / v1.5.1 / v1.6.0. User requested gpt-5.5; API rejects it on this codex CLI; gpt-5.4 used throughout.
2026-04-24 (late): Phase 4 shipped. Mechanism 4 (boundary-first autoresearch) implemented as `scripts/boundary-score.py` with expanded test coverage. `/autoresearch` without a topic now offers frontier candidates (opt-in, agenda-control labeled). Cross-file status updated. Version bumped to 1.6.0 in `plugin.json` + `marketplace.json`; no git tag created locally (only pre-DragonScale tags `v1.1` - `v1.4.3` exist).
2026-04-24 (afternoon): Phase 3.6 hardening, five surgical fixes (tiling --report path confinement, rollout baseline, AGENTS.md consistency, wiki-ingest .raw contradiction, install-guide version). v1.5.1.
2026-04-24 (morning): Phase 3.5 hardening pass. Cross-phase audit resolved 10 hold-ship items. At that point Mechanism 4 was marked NOT IMPLEMENTED (later reversed in Phase 4 the same day). `bin/setup-dragonscale.sh` + tests + Makefile added, CHANGELOG created, versions synced to 1.5.0.
2026-04-23 (3): Phase 3 complete. Semantic tiling lint shipped as opt-in. `scripts/tiling-check.py` with flock-guarded atomic cache, localhost-locked OLLAMA_URL default, symlink rejection, model-drift invalidation, and banded thresholds (error>=0.90, review>=0.80, conservative seeds). 4 codex review rounds, 10/10 accept.
2026-04-23 (2): Phase 2 complete. Deterministic page addresses MVP via `scripts/allocate-address.sh` (flock-guarded, recovers counter from max observed). New frontmatter `address: c-NNNNNN`. `wiki-ingest` and `wiki-lint` updated with opt-in Address Assignment and Validation sections. 3 codex rounds, 8/8 accept.
2026-04-23 (1): Phase 0-1 complete. DragonScale Memory spec (`wiki/concepts/DragonScale Memory.md` v0.3) plus `skills/wiki-fold/` for Mechanism 1 (log rollups, dry-run verified). Survived multi-round codex review.
## Plugin State
- **Version**: 1.7.1 (audit-driven patch on top of Compound Vault; plugin.json + marketplace.json synced; local-only branch `v1.7.0-compound-vault`, no push, no tag)
- **Install ID**: `claude-obsidian@ai-marketing-hub-claude-obsidian`
- **Skills**: 13 (wiki, wiki-ingest, wiki-query, wiki-lint, wiki-fold, save, autoresearch, canvas, defuddle, obsidian-bases, obsidian-markdown, **wiki-cli (v1.7)**, **wiki-retrieve (v1.7, opt-in)**)
- **Scripts (v1.6)**: `scripts/allocate-address.sh`, `scripts/tiling-check.py`, `scripts/boundary-score.py` (DragonScale; opt-in; feature-detected by skills)
- **Scripts (v1.7 — new)**: `scripts/detect-transport.sh`, `scripts/contextual-prefix.py`, `scripts/bm25-index.py`, `scripts/rerank.py`, `scripts/retrieve.py`, `scripts/wiki-lock.sh`
- **Setup**: `bin/setup-vault.sh` (base vault), `bin/setup-dragonscale.sh` (opt-in DragonScale), `bin/setup-multi-agent.sh` (multi-agent bootstrap), `bin/setup-retrieve.sh` (opt-in v1.7 hybrid retrieval)
- **Tests**: `make test` runs 7 suites — `test_allocate_address.sh`, `test_tiling_check.py`, `test_boundary_score.py`, **`test_bm25_index.py`**, **`test_retrieve.py`**, **`test_wiki_lock.sh`**, **`test_concurrent_write.sh`**. Zero ollama and zero network dependency for all core tests.
- **Hooks**: 4 (SessionStart, PostCompact, PostToolUse [stages wiki/, .raw/, .vault-meta/; **v1.7: defers `git add` if wiki-lock locks held**], Stop)
## DragonScale Mechanisms
1. **Fold operator** (Mechanism 1): `skills/wiki-fold/`, dry-run verified AND first real fold committed at `wiki/folds/fold-k3-from-2026-04-23-to-2026-04-24-n8.md`.
2. **Deterministic addresses** (Mechanism 2): shipped and exercised; vault counter at 3. `c-000001` on DragonScale Memory.md. `c-000002` reserved-unassigned from validation pass (gap acceptable per spec).
3. **Semantic tiling lint** (Mechanism 3): shipped and activated. `nomic-embed-text` pulled; first tiling report at `wiki/meta/tiling-report-2026-04-24.md` (0 errors, 15 review-band pairs).
4. **Boundary-first autoresearch** (Mechanism 4): shipped (Phase 4, opt-in). `scripts/boundary-score.py` + `tests/test_boundary_score.py`. `/autoresearch` without a topic surfaces top-5 frontier pages as candidates; user picks, overrides, or declines. Explicitly labeled "agenda control" in both spec and skill.
## Key Lessons from This Release Cycle
1. Cross-phase audits are essential. Individual phase reviews miss drift between phases.
2. Opt-in feature detection (`[ -x script ] && [ -f state ]`) preserves default plugin behavior for adopters and non-adopters alike.
3. PostToolUse hook matcher is `Write|Edit`, so Bash writes don't fire it. Scripts that mutate tracked state must be Bash-only to avoid side-effect commits.
4. Seed-vault self-consistency matters: if the spec says post-rollout pages need addresses, the concept page itself has to have one.
5. Codex adversarial review rounds stop when the punch list is empty, not when the author feels done.
## Style Preferences
- No em dashes (U+2014) or `--` as punctuation. Periods, commas, colons, or parentheses. Hyphens in compound words are fine.
- Short and direct responses. No trailing summaries.
- Parallel tool calls when independent.
- Updated: [[index]], [[overview]], [[log]], [[hot]]
- Deleted: old source files and direct source-generated pages.
## Active Threads
- DragonScale Mechanism 4 shipped in Phase 4 as an opt-in Topic Selection mode in `skills/autoresearch/`. All four DragonScale mechanisms are now shipped and feature-gated.
- v1.6.0 not yet pushed to GitHub (local commits only, no git tag created). User controls push and tag timing.
- CLAUDE.md has one pre-existing uncommitted change ("Release Blog Post" section) that predates this session.
## Repo Locations
- Working: `~/Desktop/claude-obsidian/`
- Public: https://github.com/AI-Marketing-Hub/claude-obsidian
- User wants to rebuild this wiki around sources from another field.
- Next setup question: What is the new field or purpose for this vault?
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@@ -1,7 +1,7 @@
---
type: meta
title: "Wiki Index"
updated: 2026-04-07
updated: 2026-05-28
tags:
- meta
- index
@@ -23,7 +23,7 @@ related:
# Wiki Index
Last updated: 2026-04-15 | Total pages: 34 | Sources ingested: 2
Last updated: 2026-05-28 | Total pages: 40 | Sources ingested: 0
Navigation: [[overview]] | [[log]] | [[hot]] | [[dashboard]] | [[Wiki Map]] | [[getting-started]]
@@ -31,60 +31,52 @@ Navigation: [[overview]] | [[log]] | [[hot]] | [[dashboard]] | [[Wiki Map]] | [[
## Concepts
- [[LLM Wiki Pattern]] the pattern for building persistent, compounding knowledge bases using LLMs (status: mature)
- [[Hot Cache]] — ~500-word session context file, updated after every ingest and session (status: mature)
- [[Compounding Knowledge]] why wiki knowledge grows more valuable over time, unlike RAG (status: mature)
- [[cherry-picks]] — prioritized feature backlog from ecosystem research; 13 features to add to claude-obsidian (status: current)
- [[SVG Diagram Style Guide]] canonical visual style for all diagrams: Space Grotesk, #0A0A0A dark theme, #E07850 accent, full design tokens (status: evergreen)
- [[Pro Hub Challenge]] — community challenge pattern for building claude-seo/claude-blog extensions; first challenge produced 6 submissions, 5 integrated in v1.9.0 (status: evergreen)
- [[Semantic Topic Clustering]] SERP-based keyword grouping replacing paid tools; hub-spoke architecture with interactive visualization (status: evergreen)
- [[Search Experience Optimization]] — "read SERPs backwards" methodology for page-type mismatch detection and persona scoring (status: evergreen)
- [[SEO Drift Monitoring]] — "git for SEO" baseline/diff/track with 17 comparison rules and SQLite persistence (status: evergreen)
- [[DragonScale Memory]] — memory-layer spec inspired by the Heighway dragon curve; fold operator, deterministic page addresses, semantic tiling, boundary-first autoresearch (status: shipped v0.4, all four mechanisms opt-in)
- [[Persistent Wiki Artifact]]: durable Markdown page as the LLM's memory object, distinct from ephemeral chat turns (status: developing)
- [[Source-First Synthesis]]: provenance discipline; raw sources stay immutable while the wiki layer is synthesized and cited (status: developing)
- [[Query-Time Retrieval]]: wiki query path synthesizes with citations; complementary to Obsidian's in-vault search (status: developing)
- [[LLM Wiki Pattern]] - the pattern for building persistent, compounding knowledge bases using LLMs (status: mature)
- [[Hot Cache]] - session context file, updated after every ingest and session (status: mature)
- [[Compounding Knowledge]] - why wiki knowledge grows more valuable over time, unlike RAG (status: mature)
- [[SVG Diagram Style Guide]] - canonical visual style for all diagrams (status: evergreen)
- [[Pro Hub Challenge]] - community challenge pattern for claude-seo and claude-blog extensions (status: evergreen)
- [[Semantic Topic Clustering]] - SERP-based keyword grouping with hub-spoke architecture (status: evergreen)
- [[Search Experience Optimization]] - SERP methodology for page-type mismatch detection and persona scoring (status: evergreen)
- [[SEO Drift Monitoring]] - baseline, diff, and track workflow for SEO changes (status: evergreen)
- [[DragonScale Memory]] - memory-layer spec with fold operator, deterministic page addresses, semantic tiling, and boundary-first autoresearch (status: shipped v0.4)
- [[Persistent Wiki Artifact]] - durable Markdown page as the LLM's memory object (status: developing)
- [[Source-First Synthesis]] - provenance discipline for raw sources and synthesized wiki layers (status: developing)
- [[Query-Time Retrieval]] - wiki query path synthesizes with citations (status: developing)
---
## Entities
- [[Andrej Karpathy]] AI researcher, creator of the LLM Wiki pattern, former Tesla AI director (status: developing)
- [[Ar9av-obsidian-wiki]] — multi-agent compatible LLM Wiki plugin; delta tracking manifest (status: current)
- [[Nexus-claudesidian-mcp]] — native Obsidian plugin + MCP bridge; workspace memory, task management (status: current)
- [[ballred-obsidian-claude-pkm]] — goal cascade PKM; auto-commit hooks, /adopt command (status: current)
- [[rvk7895-llm-knowledge-bases]] — 3-depth query system, Marp slides, parallel deep research (status: current)
- [[kepano-obsidian-skills]] — official skills from Obsidian creator; defuddle, obsidian-bases (status: current)
- [[Claudian-YishenTu]] — native Obsidian plugin embedding Claude Code; plan mode, @mention (status: current)
- [[Claude SEO]] — Tier 4 Claude Code skill for SEO analysis; 23 skills, 17 agents, 30 scripts at v1.9.0 (status: evergreen)
- [[Andrej Karpathy]] - AI researcher, creator of the LLM Wiki pattern, former Tesla AI director (status: developing)
- [[Claude SEO]] - Tier 4 Claude Code skill for SEO analysis (status: evergreen)
---
## Sources
- [[claude-obsidian-ecosystem-research]] — 2026-04-08 | web research across 16+ repos | 8 wiki pages created
- No active source pages.
---
## Questions
- [[How does the LLM Wiki pattern work]] how the pattern works and why it outperforms RAG at human scale (status: developing)
- [[How does the LLM Wiki pattern work]] - how the pattern works and why it outperforms RAG at human scale (status: developing)
---
## Comparisons
- [[Wiki vs RAG]] when to use a wiki knowledge base versus RAG; verdict: wiki wins at <1000 pages
- [[claude-obsidian-ecosystem]] — feature matrix of 16+ Claude+Obsidian projects; where claude-obsidian wins and gaps
- [[Wiki vs RAG]] - when to use a wiki knowledge base versus RAG; verdict: wiki wins at under 1000 pages
---
## Decisions
- [[2026-04-14-community-cta-rollout]] - Skool community CTA footer added to 6 skill repos with per-tool frequency rules (status: active)
- [[2026-04-15-slides-and-release-session]] - Claude SEO v1.9.0 slides (15-slide HTML deck) + GitHub release v1.9.0 with PDF asset (status: complete)
- [[2026-04-15-release-report-session]] - Claude SEO v1.9.0 Release Report PDF: dark theme, 13 pages, WeasyPrint layout fixes, Challenge v2 added (status: complete)
- [[2026-04-14-claude-seo-v190-session]] - Claude SEO v1.9.0 Pro Hub Challenge integration: 5 submissions, 4 new skills, 4 review rounds, cybersecurity audit (status: complete)
- [[2026-04-15-slides-and-release-session]] - Claude SEO v1.9.0 slides and GitHub release v1.9.0 with PDF asset (status: complete)
- [[2026-04-15-release-report-session]] - Claude SEO v1.9.0 Release Report PDF (status: complete)
- [[2026-04-14-claude-seo-v190-session]] - Claude SEO v1.9.0 Pro Hub Challenge integration (status: complete)
---
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---
type: meta
title: "Operation Log"
updated: 2026-04-08
updated: 2026-05-28
tags:
- meta
- log
@@ -25,6 +25,14 @@ Parse recent entries: `grep "^## \[" wiki/log.md | head -10`
---
## [2026-05-28] cleanup | Removed Claude + Obsidian ecosystem source artifacts
- Type: source cleanup
- Removed raw source: `.raw/claude-obsidian-ecosystem-research.md`
- Removed source summary: `wiki/sources/claude-obsidian-ecosystem-research.md`
- Removed generated pages: `wiki/comparisons/claude-obsidian-ecosystem.md`, `wiki/concepts/cherry-picks.md`, `wiki/entities/Ar9av-obsidian-wiki.md`, `wiki/entities/Nexus-claudesidian-mcp.md`, `wiki/entities/ballred-obsidian-claude-pkm.md`, `wiki/entities/rvk7895-llm-knowledge-bases.md`, `wiki/entities/kepano-obsidian-skills.md`, `wiki/entities/Claudian-YishenTu.md`
- Canvas check: no `.canvas` files referenced these source-generated pages, so no canvases were removed.
- Purpose: clear the old source-derived domain material before rebuilding the wiki around a different field.
## [2026-04-24] save | v1.6.0 public release notes (Teams, Karpathy-style)
- Type: release doc + visual assets
- Locations (new): `docs/releases/v1.6.0.md` (346 lines, 6 sections, Karpathy-style prose), `wiki/meta/dragonscale-mechanism-overview.svg` (4-mechanism diagram with shared .vault-meta/ gate), `wiki/meta/dragonscale-6-test-flow.svg` (validation timeline), `wiki/meta/dragonscale-frontier-graph.svg` (M4 candidate + 3 filed pages)
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@@ -2,7 +2,7 @@
type: overview
title: "Wiki Overview"
created: 2026-04-07
updated: 2026-04-07
updated: 2026-05-28
tags:
- meta
- overview
@@ -24,40 +24,39 @@ Navigation: [[index]] | [[hot]] | [[log]] | [[dashboard]]
## Purpose
This is the claude-obsidian demo vault. It demonstrates the [[LLM Wiki Pattern]] a system for building persistent, compounding knowledge bases using Claude and Obsidian.
This is a claude-obsidian wiki vault. It demonstrates the [[LLM Wiki Pattern]]: a system for building persistent, compounding knowledge bases using Claude and Obsidian.
Run `/wiki` to scaffold this vault for your own domain and replace this overview.
The previous Claude + Obsidian ecosystem research source has been removed. The vault is ready to ingest sources for a different field.
---
## Current Seed Content
**Concepts seeded:**
- [[LLM Wiki Pattern]] the core architecture
- [[Hot Cache]] session context mechanism
- [[Compounding Knowledge]] why the pattern works
- [[LLM Wiki Pattern]] - the core architecture
- [[Hot Cache]] - session context mechanism
- [[Compounding Knowledge]] - why the pattern works
**Entities seeded:**
- [[Andrej Karpathy]] originated the pattern
- [[Andrej Karpathy]] - originated the pattern
**Sources seeded:**
- [[claude-obsidian-ecosystem-research]] — 16+ projects, 13 cherry-picks identified (2026-04-08)
- No active source pages.
---
## Current State
- Sources ingested: 2
- Wiki pages: 26
- Last activity: 2026-04-08 (v1.4.1 shipped, release session filed)
- Sources ingested: 0
- Wiki pages: 40
- Last activity: 2026-05-28 (removed Claude + Obsidian ecosystem research source artifacts)
---
## Canvases
- [[claude-obsidian-presentation]] — Full presentation: hero, overview, skills, architecture, Wiki vs RAG, visual demos (2026-04-07)
- [[AI Marketing Hub Cover Images Canvas]] — Cover image library for AI Marketing Hub brand assets
- [[claude-obsidian-presentation]] - full presentation: hero, overview, skills, architecture, Wiki vs RAG, visual demos (2026-04-07)
- [[AI Marketing Hub Cover Images Canvas]] - cover image library for AI Marketing Hub brand assets
---
@@ -65,6 +64,6 @@ Run `/wiki` to scaffold this vault for your own domain and replace this overview
**Knowledge compounds.** Unlike RAG, the wiki pre-compiles synthesis. Cross-references are already there. Contradictions are flagged. Every ingest enriches existing pages rather than adding isolated chunks.
**The hot cache is the force multiplier.** A ~500-word file captures recent context. New sessions start with full context at minimal token cost.
**The hot cache is the force multiplier.** A compact file captures recent context. New sessions start with full context at minimal token cost.
**Obsidian is the IDE, Claude is the programmer.** The graph view shows what's connected. The human curates sources and asks questions. Claude writes and maintains everything else.
**Obsidian is the IDE, Claude is the programmer.** The graph view shows what is connected. The human curates sources and asks questions. Claude writes and maintains everything else.
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---
type: meta
title: "Sources Index"
updated: 2026-04-07
updated: 2026-05-28
tags:
- meta
- index
@@ -1,53 +0,0 @@
---
type: source
title: "Claude + Obsidian Ecosystem Research"
created: 2026-04-08
updated: 2026-04-08
tags:
- research
- ecosystem
- competitive-analysis
status: current
related:
- "[[claude-obsidian-ecosystem]]"
- "[[cherry-picks]]"
- "[[LLM Wiki Pattern]]"
raw_file: ".raw/claude-obsidian-ecosystem-research.md"
---
# Source: Claude + Obsidian Ecosystem Research
**Type**: Web research (GitHub + web search)
**Date**: 2026-04-08
**Queries run**: 6 parallel searches
**Repos deep-read**: 12
## Summary
Comprehensive internet sweep of all Claude + Obsidian projects. Found 16+ active projects across 4 categories. Identified 13 specific features to cherry-pick for claude-obsidian v1.3.0+.
## Pages Created from This Source
- [[claude-obsidian-ecosystem]] — feature matrix comparison
- [[cherry-picks]] — prioritized feature backlog
- [[Ar9av-obsidian-wiki]] — entity page
- [[Nexus-claudesidian-mcp]] — entity page
- [[ballred-obsidian-claude-pkm]] — entity page
- [[rvk7895-llm-knowledge-bases]] — entity page
- [[kepano-obsidian-skills]] — entity page
- [[Claudian-YishenTu]] — entity page
## Key Findings
1. **16+ projects** found combining Claude/AI with Obsidian
2. **kepano** (Obsidian creator) validates Agent Skills format with his own skill repo
3. **ballred/obsidian-claude-pkm** has best auto-commit implementation (PostToolUse hook)
4. **Ar9av/obsidian-wiki** has best delta tracking (manifest.json)
5. **rvk7895/llm-knowledge-bases** has best query depth system (3 tiers)
6. Most popular traditional plugins: obsidian-copilot (5,776 ⭐), smart-connections (4,357 ⭐)
7. **claude-obsidian unique advantages**: hot cache, canvas skill, /save conversation, marketplace polish
8. **Top gap**: No URL ingestion — forces manual copy-paste from web
## Raw File
`.raw/claude-obsidian-ecosystem-research.md` — full notes with all sources