Customer story
SystemSculpt shipped our automation notebook in twenty minutes. Daily recaps publish without anyone babysitting prompts.
Alex Ramirez
Operations Lead, RelayWorks
Saved 6 hours per week on manual status updates
Built for Obsidian vaults
Obsidian AI that ships work
SystemSculpt keeps chat, automations, and search inside the Obsidian canvas you already trust.
- Bring your own OpenAI-compatible, Anthropic, or local models.
- Approve vault reads and writes through Agent Mode before they run.
- Save chats and outputs straight into Markdown inside your vault.
Obsidian Vault
Files
Projects
Reference Library
Daily Journal
Inbox.md
Ideas.md
SystemSculpt AI
Ship updates with us
Join the waitlist for SystemSculpt launch notes, workflow drops, and vault-ready templates.
Obsidian-first capabilities
Everything you need to run SystemSculpt inside Obsidian
SystemSculpt keeps streaming chat, Agent Mode approvals, and embeddings next to the notes you already manage so you can move faster without leaving Obsidian.
Streaming AI chat
Streamlined chat built for vaults
Connect your own OpenAI-compatible or Anthropic models, pull in vault context, and save threads back into Markdown—without leaving Obsidian.
- Streaming responses that read/write your vault
- Chat presets with prompt libraries and auto titles
- Optional Agent Mode approvals for tool usage
Streaming reply
Agent Mode & automations
Approve vault changes before they run
Queue up file edits, scripting tasks, and template insertions—approve them from Obsidian before anything touches your vault.
- Approve write_file, read_file, and script execution
- Live queue with decline & retry options
- Structured audit trail for every agent decision
Tool approvals
- write_fileApproved just now
Append recap to projects/weekly-review.md
- list_directoryAwaiting approval
Preview attachments in inbox/client-brief/
- read_fileAwaiting approval
Open capture-flow/checklist.md in chat
Semantic search
Embeddings search with vault-aware syncs
Schedule embeddings refreshes, scope to folders, and surface the best note matches directly inside chat.
- Folder-aware embeddings pipelines
- Status monitoring and selective syncs
- Query results routed into chat or workflows
Embeddings sync status
- Vault embeddings refresh78%
Excluding /Archive and templates/
- Research hub sweep45%
Highlighting tagged notes for review
- Audio transcription index100%
Synced 12 files — ran 5 min ago
- Template library scan32%
Processing 8 template files
Workspace automations
Keep workflows focused with toggles and presets
Toggle chat presets, template inserters, and automations per workspace so everyone stays aligned.
- Workspace-level feature toggles
- Template inserters for repeatable flows
- Prebuilt recipes for weekly planning and capture
Workspace toggles
Prompt preset: Weekly planning
Applied to new chat threads
Template inserter: daily-capture.md
Ribbon shortcut ready
Auto title suggestions
Generate note names before saving
Audio capture mode
Record voice notes during chats
Trusted by shipping teams
Operators scaling with SystemSculpt
Sessions, managed agents, and the Universal AI Agents Bundle keep teams shipping faster inside their Obsidian vaults.
Customer story
Managed MCP tools inside Agent Mode keep our vault compliant while the team deploys shipping automations every sprint.
Morgan Lee
Head of Product, NorthKite Studio
3 launch retros shipped with zero rewrite requests
Customer story
Lifetime unlocked every agent bundle drop. New workflows land in our vault the day they launch, no migration project required.
Priya Desai
Automation Strategist, Switchboard Collective
Quarterly workflow refreshes without extra budget approvals