The Skill That Builds Skills
How Skill Creator V2 became a meta-skill for designing, testing, packaging, and governing other agent skills.
Builder notes
The blog carries engineering judgment, product decisions, and working theory without mixing opinions into the news feed.
How Skill Creator V2 became a meta-skill for designing, testing, packaging, and governing other agent skills.
A public companion note explaining why Skill Creator V2 uses a multi-axis taxonomy instead of one flat class label.
How a visual cursor reveal experiment turned into a reusable two-skill Agent Skills workflow for image alignment and canvas-based mask compositing.
How the work of making mlllm.io readable for people, search engines, and AI agents turned into a public SEO/LLM Skill Cluster.
How I turned domain knowledge about Xray-core, VLESS, REALITY, XHTTP, DNS routing, split tunneling, and client compatibility into a structured AI skill with safety boundaries, reference files, templates, and a deterministic linter.
A note on moving from chronological feeds to story memory: deduplication, source trails, vendor maps, and trend signals.
How personal infrastructure, public writing, and open-source maintenance can reinforce each other without becoming a marketing site.
A practical argument for traceable task plans, review checkpoints, and human-readable logs in multi-agent software work.