- Build Native Image GradleBuild GraalVM native images using Gradle Native Build Tools. Use this skill to build Java applications with Gradle, configure native-image build.gradle settings, or resolve build or runtime issues.oracle/graal21,729
- Build Native Image GradleBuild GraalVM native images using Gradle Native Build Tools. Use this skill to build Java applications with Gradle, configure native-image build.gradle settings, or resolve build or runtime issues.oracle/graal21,729
- Build Native Image MavenBuild GraalVM native images using the native-maven-plugin (org.graalvm.buildtools). Use this skill to build Java applications with Maven, configure pom.xml native image settings, run native tests, collect metadata, or resolve build or runtime issues.oracle/graal21,729
- Build Native Image MavenBuild GraalVM native images using the native-maven-plugin (org.graalvm.buildtools). Use this skill to build Java applications with Maven, configure pom.xml native image settings, run native tests, collect metadata, or resolve build or runtime issues.oracle/graal21,729
- Building Native ImageBuild and troubleshoot GraalVM Native Image applications. Use this skill to build Java applications with GraalVM Native Image, configure CLI options, or resolve build or runtime issues.oracle/graal21,729
- Building Native ImageBuild and troubleshoot GraalVM Native Image applications. Use this skill to build Java applications with GraalVM Native Image, configure CLI options, or resolve build or runtime issues.oracle/graal21,729
- Update LibcontainerReimport Native Image's vendored libcontainer from a newer JDK while preserving local adaptations in a reviewable commit stack. Use when performing a full libcontainer update, replaying Native Image changes onto new upstream sources, resolving reimport conflicts, or reviewing such an update.oracle/graal21,729
- Github Pr MirrorMirror an external GitHub pull request into the internal GraalPython Bitbucket review flow, including OCA label checks, Jira creation or reuse, preserving PR commits, pre-commit cleanup, and handoff to the shared GraalPython Bitbucket PR flow for PR creation, Graal Bot tasks, gates, and fixes.oracle/graalpython1,652
- Graalpython Bitbucket PrCreate or continue a GraalPython Bitbucket pull request and drive it through Graal Bot tasks, gate start, gate monitoring, failure investigation, fixes, pushes, and gate reruns. Use after a branch is ready for internal GraalPython review, or when an automation command has already created the PR and the remaining work is task cleanup and gate follow-up.oracle/graalpython1,652
- JiraDeal with Jira tickets autonomouslyoracle/graalpython1,652
- Pr Gate CheckCheck gate status for a Bitbucket PR by resolving the PR head commit, finding the gate merge commit, inspecting builds on that merge commit, and summarizing root-cause failures with actionable next steps.oracle/graalpython1,652
- Rota Bench Regression AnalysisAnalyze recent GraalPy benchmark regressions on `master` as part of the weekly rota. Use when asked to analyze benchmarks for rota.oracle/graalpython1,652
- Rota Check Periodic JobsAnalyze current GraalPy periodic job failures for ROTA. Use when asked to triage, summarize, or plan work for current periodic job failures, starting from scripts/rota_ci_failures.py output, validating linked Jira issues, inspecting logs, forming hypotheses, reproduction commands, and implementation order.oracle/graalpython1,652
- Rota Update ImportRun the GraalPy ROTA import update workflow. Use when asked to refresh imports, create the standard Graal import update pull request, inspect generated commits, and hand off to the shared GraalPython Bitbucket PR flow for tasks, gates, and failure fixes.oracle/graalpython1,652
- Third Party Package PatchesCreate or update GraalPy third-party package and Rust crate compatibility patches under graalpython/lib-graalpython/patches, including PyPI source preparation, Cargo crate autopatching, rebasing existing patches, metadata.toml updates, license checks, version-range validation, and verify_patches.py validation.oracle/graalpython1,652
- WindowsWindows-specific command guidance. Use when working on Windows and a required CLI tool, especially gdev-cli, is not available directly in PowerShell or cmd.oracle/graalpython1,652
- ApexOracle APEX skills for Oracle APEX application development.oracle/skills870
- ApexlangPublic APEXlang router with deterministic local-context discovery and compact machine-readable contracts.oracle/skills870
- DbOracle Database guidance for SQL, PL/SQL, SQLcl, ORDS, Oracle Vector SDK, administration, app development, performance, security, migrations, and agent-safe database workflows. Use when the user asks to write, edit, rewrite, review, format, debug, tune, or explain SQL; create or refactor PL/SQL; use Oracle VecDB through the Python SDK, REST API, or DBMS_VECTOR_DATABASE package; use SQLcl, Liquibase, ORDS, JDBC, node-oracledb, Python, Java, .NET, or database frameworks; troubleshoot vector tablesoracle/skills870
- Enterprise AiOracle Enterprise AI guidance for building, deploying, securing, estimating cost for, and integrating AI models, agents, RAG, Responses API workflows, custom or imported models, fine-tuning, model endpoints, private endpoints, vector stores, File Search, Code Interpreter, MCP tools, SQL Search, hosted agentic applications, and Oracle platform integrations. Use when the user asks for OCI Generative AI, Enterprise AI Models, Enterprise AI Agents, governed GenAI applications, agentic workflows, RAGoracle/skills870
- GraalBuild, configure, and troubleshoot GraalVM Native Image applications. Use this skill for native-image CLI builds, Maven or Gradle Native Build Tools, reachability metadata, and build or run time issue diagnosis.oracle/skills870
- OciOracle Cloud Infrastructure guidance for designing, operating, and troubleshooting OCI services, including OCI Kubernetes Engine (OKE), OCI Internet of Things Platform, OCI Functions deployment and troubleshooting, and Enterprise AI workflows for OCI Generative AI models, Responses API agents, RAG, cost estimation, governance, private endpoints, hosted agentic applications, and Oracle platform integrations. Use when the user asks about OKE cluster design, Terraform or Resource Manager planning, oracle/skills870
- Oci Functions DeployBuild, configure, scaffold, and deploy OCI Functions from a local machine using a dependency-first, Fn-context-guided flow with argv-safe mutation execution, nonce-scoped confirmations, and a canonical lowercase machine-readable contract. Use when asked to validate/install Fn, OCI CLI, and Docker, configure or create Fn contexts, validate OCI session and Docker registry auth from Fn context values, choose or create a Functions application, scaffold Java, Python, or Node functions, and deploy theoracle/skills870
- Oci Functions TroubleshootDiagnose OCI Functions setup, control-plane, deployment, invocation, and observability issues using a deterministic triage workflow. Use when asked to classify Fn CLI errors, deploy or invoke failures, OCIR auth and registry issues, app-limit symptoms, logs, tracing, metrics, or limits. Diagnose first, prefer read-only checks, and do not execute fixes unless the user explicitly asks.oracle/skills870
- Oci Iot PlatformExplore, create, and troubleshoot Oracle Cloud Infrastructure Internet of Things Platform resources, including domains, digital twin models, adapters, instances, relationships, and device publish flows. Use when requests involve OCI IoT bootstrap, digital twin inspection, safe lifecycle operations, or translating OCI IoT docs and samples into concrete commands.oracle/skills870
- Oke Cluster GeneratorUse this skill when the user asks to build, generate, create, design, or scaffold an OKE (OCI Kubernetes Engine) Terraform stack, OCI Kubernetes infrastructure, ORM schema, or Resource Manager template. Trigger phrases include "build an OKE stack", "create OKE Terraform", "generate ORM schema", "deploy OKE cluster", "OKE infrastructure", "terraform-oci-oke", or any request to design OCI Kubernetes infrastructure with Terraform. Do not use it for active incident RCA, GVA secondary VNIC node-pool oracle/skills870
- Oke Gva DeployerUse this skill when the user asks to enable, deploy, or configure Generic VNIC Attachment (GVA) for OCI Kubernetes Engine (OKE), create node pools with secondary VNIC profiles, review update plans for existing GVA node pools, map Application Resources to workloads, or explain GVA functionality, constraints, and scheduling behavior. Do not use it for general OKE incident RCA or for deploying Multus test pods after a GVA node pool already exists; use oke-troubleshooter or oke-multihome-deployer fooracle/skills870
- Oke Multihome DeployerDeploy and troubleshoot multihome networking on OCI Kubernetes Engine using existing GVA secondary VNIC node pools, Multus thick plugin, OCI CNI/IPAM, NetworkAttachmentDefinitions, and test pods. Use when the user asks to auto-discover OKE cluster subnets or node pools for multihome, create OKE multihome pod manifests, configure Multus NADs for secondary VNIC interfaces, validate multihomed pod connectivity, inspect OCI CNI IPAM allocation on OKE nodes, or package repeatable OKE GVA multihome deoracle/skills870
- Oke TroubleshooterUse this skill when the user wants to diagnose or root-cause issues with an OCI Kubernetes Engine cluster or workload. Trigger phrases include "pods pending", "troubleshoot OKE", "service has no IP", "cluster unhealthy", DPDK/SR-IOV mlx5 pod failures, Multus network-status issues, or broad incident RCA across Kubernetes and OCI resources. Do not use it for greenfield Terraform generation, GVA node-pool creation or update review, or routine Multus manifest deployment when no incident is being invoracle/skills870
- Oracle Data GuardProvide operational guidance for Oracle Data Guard and SQLcl DG. Use when a user asks about SQLcl DG commands, Data Guard Broker fixed views, FSFO or observer state, transport or apply lag, ASYNC/SYNC/FASTSYNC performance, redo apply tuning, SIRA/MIRA, or runnable Data Guard diagnostic SQL.oracle/skills870
- AistudioUse for creating or modifying AI Studio app and workflow project resources, including agentic apps, workflows, business objects/BO nodes, policies, tools, connectors, approvals, document schemas, and function templates. Route requests, load the relevant bundled prompt references, and use the bundled aistudio CLI for local work.oracle/fusion-ai-studio676
- Aistudio Apps Succession ManagementProfessional companion for guiding users through designing, scoping, discovering, creating, validating, and extending Oracle AI Studio succession-management agentic apps. Use when the user asks to build a succession readiness workspace or app, successor-readiness app, successor-readiness experience, Oracle HCM manager talent app, succession overview, risk of loss, impact of loss, person-level drill-down, compensation history, talent panels, successor suggestion, candidate review, succession creaoracle/fusion-ai-studio676
- Aistudio Apps Warehouse Operations ShortagesProfessional companion for guiding users through designing, scoping, discovering, creating, validating, and extending Oracle AI Studio warehouse-operations and shortage-management agentic apps. Use when the user asks to build a Warehouse Operations Workspace, warehouse shortage or stockout app, inventory availability workspace, delayed outbound-demand app, inbound-exception app, warehouse tasking app, inventory-organization selection experience, supply-request action, warehouse app expansion, ororacle/fusion-ai-studio676
- Close Human Intervention And Failing Ci PrsClose batches of graalvm-reachability-metadata pull requests that either have the `human-intervention` label or failing CI, and revert their linked issues by clearing assignees and moving project status to `Todo`.oracle/graalvm-reachability-metadata482
- Close New Library Support PrClose or reject pull requests that add support for a new library in graalvm-reachability-metadata. Use when asked to close a `library-new-request` PR and roll the linked issue back by removing assignees and changing project status from `In Progress` to `Todo` without downgrading `Done`.oracle/graalvm-reachability-metadata482
- Fix Index File InconsistenciesFix graalvm-reachability-metadata PRs where final validateIndexFiles against current master fails because metadata index.json tested versions are in the wrong metadata-version bucket, duplicated across buckets, or stale after another index-changing PR landed. Use during PR review when an index-changing PR must be repaired and pushed instead of labeled human-intervention.oracle/graalvm-reachability-metadata482
- Fix Missing Reachability MetadataFix missing GraalVM reachability metadata for a specific library. Use when the user asks to fix or add metadata because required metadata is missing and tests or native-image runs fail with missing metadata errors.oracle/graalvm-reachability-metadata482
- IprCreate a GitHub issue and pull request in oracle/graalvm-reachability-metadata, link the PR to the issue, and request reviews from the standard reviewer set except the PR author.oracle/graalvm-reachability-metadata482
- Review Fixes Java Run FailReview pull requests with the `fixes-java-run-fail` label in graalvm-reachability-metadata. Use when asked to review or triage a PR described as `fixes-java-run-fail` or one that fixes Java/JVM runtime test failures for an existing library version update. Focus on validating the Java runtime fix, keeping the diff scoped, and applying the repair coverage gate to overall and breakdown dynamic-access reports.oracle/graalvm-reachability-metadata482
- Review Fixes Javac FailReview pull requests with the `fixes-javac-fail` label in graalvm-reachability-metadata. Use when asked to review or triage a PR that fixes Java compilation failures for an existing library version update. Focus on validating the compile fix, keeping the diff scoped, and applying the repair coverage gate to overall and breakdown dynamic-access reports.oracle/graalvm-reachability-metadata482
- Review Fixes Native Image Run FailReview pull requests with the `fixes-native-image-run-fail` label in graalvm-reachability-metadata. Use when asked to review or triage a PR that fixes a native-image runtime failure for an existing library version update. Focus on validating the runtime/native fix, keeping the diff scoped, and applying the repair coverage gate to overall and breakdown dynamic-access reports.oracle/graalvm-reachability-metadata482
- Review Library Bulk UpdateReview automated pull requests with the `library-bulk-update` label in graalvm-reachability-metadata. Use when asked to review or triage a PR that bumps tested versions for existing libraries, including approve vs close decisions, CI checks, diff-scope validation, and verification of `source-code-url`, `test-code-url`, `documentation-url`, and `repository-url` changes.oracle/graalvm-reachability-metadata482
- Review Library New RequestReview pull requests with the `library-new-request` label in graalvm-reachability-metadata. Use when asked to review or triage a PR that adds metadata and tests for a new library, including PRs titled like `[GenAI] Add support for com.fasterxml:classmate:1.5.1 using gpt-5.4`. Focus on catching scaffold-only tests, version-pinned or package-bypassing tests, and PRs that push more than one library.oracle/graalvm-reachability-metadata482
- Review Library Update RequestReview pull requests with the `library-update-request` label in graalvm-reachability-metadata. Use when asked to review or triage a PR that updates metadata/tests for an existing library version, especially generated PRs titled like `[GenAI] Improve coverage for group:artifact:version using gpt-5.5`. Focus on preserving dynamic-access coverage percentage between versions, verifying reporter-requested metadata is present and exercised by tests, and applying the relevant test/scope rules from new-oracle/graalvm-reachability-metadata482
- Local ReviewUse when asked to review local, committed, staged or uncommitted changes in this MCP repository, or perform a pre-PR review.oracle/mcp457
- Pr AuthoringUse when asked to draft a PR title or description from a local branch in this MCP repository, fill its PR template, or create a draft PR.oracle/mcp457
- Create Agent SpecCreate Open Agent Spec / PyAgentSpec agents or flows from business requirements, natural-language product ideas, or integration intents. Use when Codex must turn plain-English intent into an Agent Spec artifact, refine an existing Agent Spec artifact, choose between Agent and Flow designs, define LLM/tool/input/output contracts, add MCP tools or toolboxes, or validate an Agent Spec artifact without relying on a local agent-spec checkout.oracle/agent-spec435
- Netsuite Ai Connector InstructionsNetSuite Intelligence skill — teaches AI the correct tool selection order, output formatting, domain knowledge, multi-subsidiary and currency handling, and SuiteQL safety checklist for any AI + NetSuite AI Service Connector session.oracle/netsuite-suitecloud-sdk336
- Netsuite Finance AnalystUse this skill when the user needs NetSuite-based finance analysis, Director of Financial Analysis support, period-close guidance, variance review, reconciliation review, cash reporting, or executive-ready financial narrative generation. Apply it to requests involving income statements, balance sheets, cash flow, budget versus actuals, AR or AP aging, month-end close, SOX-oriented finance checks, journal entry review, and board or CFO reporting. Prefer it when the request clearly involves NetSuioracle/netsuite-suitecloud-sdk336
- Netsuite Owasp Secure CodingPlatform-agnostic OWASP secure coding practices with JavaScript/Node.js patterns and NetSuite SuiteScript examples. Covers Open Worldwide Application Security Project (OWASP) Top 10 (2021), output encoding, injection prevention, CSP headers, file security, API hardening, AI agent security, DRY security patterns, and 48+ security pitfalls with GOOD/BAD code templates.oracle/netsuite-suitecloud-sdk336
- Netsuite Sdf Project DocumentationGenerate enterprise-grade documentation for NetSuite SDF projects. Analyze scripts, object XML files, `manifest.xml`, and SuiteQL queries to produce README.md, architecture diagrams (Mermaid/ASCII), deployment guides, and troubleshooting tables. Can integrate with post-deployment documentation workflows when automation (for example, hooks) is available.oracle/netsuite-suitecloud-sdk336
- Netsuite Sdf Roles And PermissionsUse when generating or reviewing NetSuite SDF permission configurations such as customrole XML, script deployment permissions, permkey values, permlevel choices, run-as role design, and least-privilege access. Confirms exact ADMI_ / LIST_ / REGT_ / REPO_ / TRAN_ permission IDs, distinguishes standard permissions from customrecord_* script IDs, and validates permissions against bundled NetSuite reference data.oracle/netsuite-suitecloud-sdk336
- Netsuite Sdf Safe GuideComprehensive NetSuite SDF best practices based on the SAFE Guide (12 principles + appendices). Generates Object XML for all 14 script types, enforces governance limits, security patterns, and defensive coding. Includes N/cache, N/query, concurrency limits, OAuth 2.0 guidance, legacy TBA guardrails, CustomTool runtime patterns, REST Web Services (2026.1 features), and 140+ documented pitfalls. Essential for SuiteApp and Account Customization development.oracle/netsuite-suitecloud-sdk336
- Netsuite Suitescript LearningInteractive learning system for NetSuite SDF development. Features six modes (learn, review, explain, annotate, quiz, and final) with SAFE Guide integration. Produces compliance-reviewed learning documentation. Learn topics like governance, N/cache, and security directly from SAFE Guide principles. Generate quizzes from code or SAFE Guide content.oracle/netsuite-suitecloud-sdk336
- Netsuite Suitescript Records ReferenceSuiteScript records and fields reference. Look up field IDs, types, required status, and search capabilities for all 272 NetSuite record types. Use this when building SuiteScript to ensure correct field usage.oracle/netsuite-suitecloud-sdk336
- Netsuite Suitescript UpgradeSuiteScript 1.0, 2.0, and 2.x to 2.1 migration assistant. Analyzes, converts, explains, and validates script upgrades. Covers 125+ API mappings, 34 object conversions, 13 unmapped API workarounds, all script type entry point changes, SuiteScript 2.0/2.x to 2.1 upgrade guidance, and 16 categories of breaking behavioral changes. Essential for modernizing legacy SuiteScript codebases.oracle/netsuite-suitecloud-sdk336
- Netsuite Uif Spa ReferenceUse when building, modifying, or debugging NetSuite UIF SPA components. Provides API/type lookup for `@uif-js/core` and `@uif-js/component` (constructors, methods, props, enums, hooks, and component options).oracle/netsuite-suitecloud-sdk336
- Dtrace LinuxGenerate and validate runnable DTrace scripts for Linux debugging and performance investigations in an agentic coding framework capable of using SKILLs. Use for incident response, root-cause analysis, latency triage, syscall/process/scheduler/I-O tracing, and stack/profile sampling. Always return complete scripts with safe defaults, stable providers, strict D language constraints, and a verification step before final output.oracle/dtrace190
- Aqua CliComplete CLI reference for the ADS AQUA command-line interface (ads aqua). Covers all model, deployment, evaluation, and fine-tuning commands with full parameter documentation. Triggered when user asks about CLI commands, wants to run AQUA operations from terminal, or needs command syntax.oracle/accelerated-data-science124
- Aqua DeploymentDeploy LLM models on OCI using AI Quick Actions (AQUA) - single model, multi-model, stacked (LoRA), with GPU shape selection, vLLM configuration, streaming, and tool calling. Triggered when user wants to deploy, update, or manage model deployments.oracle/accelerated-data-science124