GitHub organization
Agent skills by oracle
- skills
- 31
- official
- 31
- repositories
- 3
Repositories by oracle
- skillsOfficialOracle Skills is a curated, open-source collection of practical, installable skills for working with Oracle technologies. It provides developers, administrators, and AI agents with high-quality, source-backed guidance across the entire Oracle ecosystem.872 stars · 15 skills
- accelerated-data-scienceOfficialADS is the Oracle Data Science Cloud Service's python SDK supporting, model ops (train/eval/deploy), along with running workloads on Jobs and Pipeline resources.125 stars · 8 skills
- graalpythonOfficialGraalPy – A high-performance embeddable Python 3 runtime for Java1.7k stars · 8 skills
Skills by oracle, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Analyze recent GraalPy benchmark regressions on master as part of the weekly rota. | oracle/ | 1.7k | — | ~1.6k | Automated safety check: Pass | Unknown | today |
| 2 | Analyze current GraalPy periodic job failures for ROTA. An agent skill from oracle/graalpython. | oracle/ | 1.7k | — | ~792 | Automated safety check: Pass | Unknown | today |
| 3 | Run the GraalPy ROTA import update workflow. An agent skill from oracle/graalpython. | oracle/ | 1.7k | — | ~475 | Automated safety check: Pass | Unknown | today |
| 4 | Deploy 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. | oracle/ | 872 | — | ~1.8k | Automated safety check: Pass | UPL-1.0 | yesterday |
| 5 | Complete CLI reference for the ADS AQUA command-line interface (ads aqua). | oracle/ | 125 | — | ~2.1k | Automated safety check: Pass | UPL-1.0 | 1 mo ago |
| 6 | Mirror 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… | oracle/ | 1.7k | — | ~1.3k | Automated safety check: Pass | Unknown | today |
| 7 | Deploy 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. | oracle/ | 125 | — | ~2.4k | Automated safety check: Pass | UPL-1.0 | 1 mo ago |
| 8 | Create 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. | oracle/ | 1.7k | — | ~1.3k | Automated safety check: Pass | Unknown | today |
| 9 | Register, list, get, and manage LLM models in OCI AI Quick Actions (AQUA) using the ADS SDK. | oracle/ | 125 | — | ~1.4k | Automated safety check: Pass | UPL-1.0 | 1 mo ago |
| 10 | Build, 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… | oracle/ | 872 | — | ~4.6k | Automated safety check: Pass | UPL-1.0 | yesterday |
| 11 | Check 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… | oracle/ | 1.7k | — | ~637 | Automated safety check: Pass | Unknown | today |
| 12 | Explore, create, and troubleshoot Oracle Cloud Infrastructure Internet of Things Platform resources, including domains, digital twin models, adapters, instances, relationships, and device publish… | oracle/ | 872 | — | ~1.5k | Automated safety check: Pass | UPL-1.0 | yesterday |
| 13 | Create or update GraalPy third-party package and Rust crate compatibility patches under graalpython/lib-graalpython/patches, including PyPI source preparation, Cargo crate autopatching, rebasing… | oracle/ | 1.7k | — | ~1.7k | Automated safety check: Pass | Unknown | today |
| 14 | Evaluate LLM model quality using BERTScore, ROUGE, Perplexity, and Text Readability metrics on OCI AI Quick Actions (AQUA). | oracle/ | 125 | — | ~1.6k | Automated safety check: Pass | UPL-1.0 | 1 mo ago |
| 15 | Fine-tune LLM models using LoRA on OCI AI Quick Actions (AQUA). | oracle/ | 125 | — | ~1.7k | Automated safety check: Pass | UPL-1.0 | 1 mo ago |
| 16 | Set up Prometheus and Grafana monitoring for AQUA vLLM model deployments on OCI. | oracle/ | 125 | — | ~1.5k | Automated safety check: Pass | UPL-1.0 | 1 mo ago |
| 17 | Oracle Database guidance for SQL, PL/SQL, SQLcl, ORDS, Oracle Vector SDK, administration, app development, performance, security, migrations, and agent-safe database workflows. | oracle/ | 872 | — | ~1.4k | Automated safety check: Pass | UPL-1.0 | yesterday |
| 18 | Diagnose and fix OCI AI Quick Actions (AQUA) issues including deployment failures, OOM errors, authorization problems, capacity issues, container errors, and policy misconfigurations. | oracle/ | 125 | — | ~1.8k | Automated safety check: Pass | UPL-1.0 | 1 mo ago |
| 19 | Oracle 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… | oracle/ | 872 | — | ~1.4k | Automated safety check: Pass | UPL-1.0 | yesterday |
| 20 | A skill your agent uses 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… | oracle/ | 872 | — | ~3.6k | Automated safety check: Warn | UPL-1.0 | yesterday |
| 21 | OCI Data Science service patterns including Jobs, Pipelines, Model Catalog, authentication, and the ADS SDK beyond AQUA. | oracle/ | 125 | — | ~2.1k | Automated safety check: Pass | UPL-1.0 | 1 mo ago |
| 22 | Build, configure, and troubleshoot GraalVM Native Image applications. | oracle/ | 872 | — | ~720 | Automated safety check: Pass | UPL-1.0 | yesterday |
| 23 | Oracle Cloud Infrastructure guidance for designing, operating, and troubleshooting OCI services, including OCI Kubernetes Engine (OKE), OCI Internet of Things Platform, OCI Functions deployment and… | oracle/ | 872 | — | ~2.4k | Automated safety check: Pass | UPL-1.0 | yesterday |
| 24 | Deal with Jira tickets autonomously | oracle/ | 1.7k | — | ~2k | Automated safety check: Pass | Unknown | today |
| 25 | Diagnose OCI Functions setup, control-plane, deployment, invocation, and observability issues using a deterministic triage workflow. | oracle/ | 872 | — | ~2.3k | Automated safety check: Pass | UPL-1.0 | yesterday |
| 26 | A skill your agent uses 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… | oracle/ | 872 | — | ~2.4k | Automated safety check: Pass | UPL-1.0 | yesterday |
| 27 | Provide operational guidance for Oracle Data Guard and SQLcl DG. | oracle/ | 872 | — | ~646 | Automated safety check: Pass | UPL-1.0 | yesterday |
| 28 | Public APEXlang router with deterministic local-context discovery and compact machine-readable contracts. | oracle/ | 872 | — | ~3k | Automated safety check: Pass | UPL-1.0 | yesterday |
| 29 | Oracle APEX skills for Oracle APEX application development. An agent skill from oracle/skills. | oracle/ | 872 | — | ~379 | Automated safety check: Pass | UPL-1.0 | yesterday |
| 30 | Versioned Oracle APEXlang skills for generating, compiling, deploying, and authoring Oracle APEX applications. | oracle/ | 872 | — | ~405 | Automated safety check: Pass | UPL-1.0 | yesterday |
| 31 | APEXlang skills for Oracle APEX 26.1. An agent skill from oracle/skills. | oracle/ | 872 | — | ~434 | Automated safety check: Pass | UPL-1.0 | yesterday |
Questions, answered from the data.
What is the best skill by oracle?
Rota Bench Regression Analysis (official) from oracle/graalpython ranks first of the 31 skills by oracle listed here, with the highest score: its repository has 1.7k GitHub stars, its SKILL.md loads about 1.6k tokens and it passes the automated safety check with no findings. Next come Rota Check Periodic Jobs and Rota Update Import.
Are oracle's skills official?
31 of the 31 skills by oracle are official, published by the vendor's own GitHub organization: Rota Bench Regression Analysis, Rota Check Periodic Jobs, Rota Update Import, Oke Multihome Deployer, Aqua CLI and 26 more.
How are these skills ranked?
By Skill Navigator score, which combines the GitHub stars of the skill's repository (shared across that repo's skills and discounted for large collections), how many other GitHub owners carry a copy of the skill, and automated SKILL.md quality checks, minus penalties for safety-check warnings and for each further skill from the same repository. Skills that fail the safety check are not listed.