Prompt-engineering

Hallmark Architecture: How Do You Stop Designs From Looking 'AI-Generated' — With a Prompt?

Hallmark is Together AI’s anti-AI-slop design skill. It ships almost no executable code — its entire intelligence lives in 106 markdown files. This piece dissects the SKILL.md router and its progressive context loading, the narrowing decision pipeline, and — at its center — the 58 slop-test gates, contrasting it with skill-injecting projects like Superpowers and SkillSpector.

hallmark prompt-engineering ai-agent skills design claude-code llm architecture

2026년 7월 24일

Analyzing ponytail: How Does a Skill That Makes Agents "Write Less Code" Ship to 16 Agents?

ponytail packs a single discipline — the "lazy senior dev" laziness ladder — into one SKILL.md and ships it to 16 agents via every mechanism (skill, hook, command, MCP, plugin), proving a ~54% code cut with a real agentic benchmark. We analyze it against Superpowers, and the idea that a skill is a bundle of discipline, distribution, and measurement rather than code.

ponytail skills claude-code ai-agent mcp prompt-engineering architecture

2026년 6월 30일