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docs(agents): surface the atmosphere-skills registry
@agent Skill File section now points at github.com/Atmosphere/atmosphere-skills — the framework-curated registry of personality packs, tool bundles, and guardrail templates. Skills tutorial adds a dedicated subsection for the Atmosphere registry alongside the existing third-party sources (Anthropic, Antigravity, K-Dense AI).
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If no `skillFile` is specified, Atmosphere matches by convention — an agent named `devops` will pick up `META-INF/skills/devops.skills` if present.
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The companion [`Atmosphere/atmosphere-skills`](https://github.com/Atmosphere/atmosphere-skills)
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repository ships a curated registry of skill files — personality
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packs, tool bundles, guardrail templates — that work out of the box
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with `@Agent`. Pull one with `atmosphere import <url>` (see
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[`Skills`](/docs/agents/skills/#importing-skills-from-github)) and
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the CLI drops it under `META-INF/skills/` so convention-based
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auto-discovery picks it up without a code change.
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## Conversation Memory
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Conversation memory is enabled by default. Atmosphere maintains a session-scoped conversation history — the history is passed to the LLM on every request, giving the agent context about previous exchanges.
cd frontend-design && LLM_API_KEY=your-key ./mvnw spring-boot:run
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3. Places the skill file at `META-INF/skills/` for auto-discovery
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4. Generates a Spring Boot project that compiles and runs immediately
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Compatible with [Anthropic](https://github.com/anthropics/skills), [Antigravity](https://github.com/sickn33/antigravity-awesome-skills) (1,200+ skills), [K-Dense AI](https://github.com/K-Dense-AI/claude-scientific-skills), and any repository following the [Agent Skills](https://agentskills.io/specification) format.
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