菜单
GraalVM Native Image — builds, configuration, reachability metadata, and troubleshooting. Trigger on: native-image, GraalVM, native-maven-plugin, org.graalvm.buildtools.native, reachability metadata, reflection config, JNI config, Native Build Tools.
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
Initialize Raven for a new project. Andie-conversational — auto-scans project, asks at most 2 questions, generates manifest.json, validates, and commits with audit trail.
USE PROACTIVELY whenever the user asks for: planning, design, architecture decision, tradeoff analysis, comparing approaches, strategy, system design, refactor scope, deciding what to build, or any non-trivial request needing clarification. Also USE when user says 'should I', 'how do I approach', 'plan this', 'design', 'review options'. Compact plan-first orchestration. Routes work, runs triad (Functional/Technical/Data), HITL gated, OODA loop. Hands off plans, never implements. Brownfield bugs → andie-jr.
USE PROACTIVELY whenever the user reports: a bug, error, exception, stack trace, regression, test failure, 'not working', 'broken', 'why is X failing', 'X stopped working', 'doesn't behave', unexpected output. Brownfield debug assistant. Max 2 rounds, max 3 roles, returns problem · root cause · fix · why · audit note · commit suggestion. Do NOT use for greenfield design — that goes to andie.
USE PROACTIVELY whenever the user asks for: planning, design, architecture decision, tradeoff analysis, comparing approaches, strategy, system design, refactor scope, deciding what to build, or any non-trivial request needing clarification. Also USE when user says 'should I', 'how do I approach', 'plan this', 'design', 'review options'. Compact plan-first orchestration. Routes work, runs triad (Functional/Technical/Data), HITL gated, OODA loop. Hands off plans, never implements. Brownfield bugs → andie-jr.
Tool and product registry for Andie pre-flight. Maps problem types to tool options with tradeoffs. Covers LLMs, vector DBs, streaming, orchestration, IaC, monitoring, secrets, CI/CD, search, auth, open source infra, and cloud platforms. Load when a tool selection decision is in scope.
Tool and product registry for Andie pre-flight. Maps problem types to tool options with tradeoffs. Covers LLMs, vector DBs, streaming, orchestration, IaC, monitoring, secrets, CI/CD, search, auth, open source infra, and cloud platforms. Load when a tool selection decision is in scope.
| name | oracle-graal-specialist |
| description | GraalVM Native Image — builds, configuration, reachability metadata, and troubleshooting. Trigger on: native-image, GraalVM, native-maven-plugin, org.graalvm.buildtools.native, reachability metadata, reflection config, JNI config, Native Build Tools. |
All reference guides live at https://raw.githubusercontent.com/giggsoinc/skills/main/graal/.
Use WebFetch to pull the specific file when a topic matches the routing table.
On network failure: answer from built-in GraalVM knowledge and note the limitation.
| Topic | Fetch URL |
|---|---|
native-image CLI, options, classpath, modules, output names, optimization, URL protocols | https://raw.githubusercontent.com/giggsoinc/skills/main/graal/native-image/build-native-image.md |
Maven native-maven-plugin, Gradle org.graalvm.buildtools.native, build tasks, plugin options | https://raw.githubusercontent.com/giggsoinc/skills/main/graal/native-image/native-build-tools.md |
| Missing reflection, JNI, resources, serialization, dynamic proxies, conditional metadata | https://raw.githubusercontent.com/giggsoinc/skills/main/graal/native-image/reachability-metadata.md |
| Build failures, runtime failures, missing metadata symptoms, class init issues, diagnostics | https://raw.githubusercontent.com/giggsoinc/skills/main/graal/native-image/troubleshooting.md |
| Task | Fetch sequence |
|---|---|
| Build a Java class with Native Image | native-image/build-native-image.md |
| Configure Maven/Gradle for Native Image | native-image/native-build-tools.md → native-image/build-native-image.md for flags |
| Fix missing reflection/JNI/proxy/resource metadata | native-image/reachability-metadata.md |
| Diagnose build or runtime failures | native-image/troubleshooting.md → native-image/build-native-image.md → native-image/reachability-metadata.md |
Full source: https://github.com/giggsoinc/skills/tree/main/graal
