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Why I Deleted Most of My Skills for GPT-5.4
I used GPT-5.4's prompt guidance to delete skill sprawl, replace stale helper scripts with prompt contracts, and keep only the broad skills that still compound.
Claude Code's Open-Source Ecosystem and the Harness Layer
I think Claude Code's open-source ecosystem matters less as a shell story and more as a harness layer where memory, orchestration, and model switching compound.
Free AI Automation Templates for Obsidian (Any Role)
These free AI automation templates for Obsidian help me score workflow ideas, define approval rules, and run weekly risk reviews before I automate anything important.
AgentOps Workflow Automation Build: $1K Fixed, Fully Built
I built this fixed AgentOps workflow automation offer for teams that need one production-ready workflow with approvals, launch discipline, and 30 days of follow-through.
SystemSculpt Image Generation in Obsidian: From Prompt to Publish Fast
SystemSculpt image generation keeps prompt design, variant review, and publish-ready assets inside Obsidian so visual production stops blocking the rest of the workflow.
Obsidian AI Assistant for Writing: A Safe Workflow With Approvals
My Obsidian AI writing workflow turns vault notes into publishable drafts with approvals, source discipline, and enough structure to trust the final file.
Welcome to the SystemSculpt Blog
This blog is where I publish the practical Obsidian, AgentOps, and workflow systems behind SystemSculpt so readers can move from curiosity to a real operating loop.