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From transformers
Defines core principles for Transformers agents: human-in-the-loop, honesty, impact analysis, and scope discipline.
How this skill is triggered — by the user, by Claude, or both
Slash command
/transformers:core-principlesThe summary Claude sees in its skill listing — used to decide when to auto-load this skill
@${CLAUDE_PLUGIN_ROOT}/knowledge/core-principles.md
@${CLAUDE_PLUGIN_ROOT}/knowledge/core-principles.md
npx claudepluginhub shankarkakumani/transformers --plugin transformersMakes Claude Code agents proactive: anticipates needs, retains memory across context windows, self-heals, and stays aligned through security hardening and reverse prompting.
Analyzes project requirements and recommends optimal Anthropic architectures using Skills, Agents, Prompts, and SDK primitives for scalable AI systems.
Working with AI coding agents — User Sovereignty, agreement-as-signal, Karpathy/Willison framing, per-model overlays, and the rule to measure your prompt nudges.