Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
/plugin marketplace add oracle-samples/oracle-aidp-samplesnpx agentmods add plugins/oracle-samples/oracle-aidp-samples/oracle-ai-data-platform-workbench-engineer-agentgit clone --depth 1 https://github.com/oracle-samples/oracle-aidp-samplesWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/plugins/oracle-samples/oracle-aidp-samples/oracle-ai-data-platform-workbench-engineer-agent)<a href="https://agentmods.dev/plugins/oracle-samples/oracle-aidp-samples/oracle-ai-data-platform-workbench-engineer-agent"><img src="https://agentmods.dev/badge/plugins/oracle-samples/oracle-aidp-samples/oracle-ai-data-platform-workbench-engineer-agent.svg" alt="Measured on agentmods" height="20"></a>Grade A, and why
oracle-ai-data-platform-workbench-engineer-agent scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 5d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
The source is not reproduced here
Licensed UPL-1.0
The repository is licensed UPL-1.0, which this catalogue does not treat as permission to reproduce the file. Read it at the source.
What it installs
The manifest is a name and a version. 37 skills, 1 hook travel with it, and installing the plugin installs all of them — 3,619 tokens a session between them. Each is measured on its own page, and each can be installed alone.
- Skill aidp-agent-flows A 141 tokens
- Skill aidp-mlops A 110 tokens
- Skill aidp-notebooks A 87 tokens
- Skill aidp-pipelines A 65 tokens
- Skill aidp-spark-optimization A 106 tokens
- Skill aidp-bundle A 77 tokens
- Skill aidp-cluster-ops A 124 tokens
- Skill aidp-engineer-bootstrap A 121 tokens
- Skill aidp-engineer-overview A 91 tokens
- Skill aidp-roles-access A 137 tokens
- Skill aidp-spark-debugging A 109 tokens
- Skill aidp-agent-highcode A 127 tokens
- Skill aidp-catalog-init A 89 tokens
- Skill aidp-ingest-file-to-table A 88 tokens
- Skill aidp-knowledge-bases A 125 tokens
- Skill aidp-sql-ddl A 157 tokens
- Skill aidp-table-management A 133 tokens
- Skill aidp-workspace-admin A 80 tokens
- Skill aidp-catalog-explore A 81 tokens
- Skill aidp-credentials A 100 tokens
- Skill aidp-federate A 99 tokens
- Skill aidp-git A 85 tokens
- Skill aidp-observability A 81 tokens
- Skill aidp-volumes A 73 tokens
- Skill aidp-workspace-files A 67 tokens
- Skill aidp-ai-sql A 77 tokens
- Skill aidp-analyzing-data A 100 tokens
- Skill aidp-data-quality A 81 tokens
- Skill aidp-data-sharing A 98 tokens
- Skill aidp-migration A 83 tokens
- Skill aidp-models-catalog A 116 tokens
- Skill aidp-tools A 107 tokens
- Skill aidp-user-settings A 76 tokens
- Skill aidp-profiling-tables A 79 tokens
- Skill aidp-semantic-model A 91 tokens
- Skill aidp-verified-queries A 77 tokens
- Skill aidp-audit A 81 tokens
- Hook SessionStart A not measured
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 5d ago First seen · 48 lines scan A 36e8e5dfa870
oracle-ai-data-platform-workbench-engineer-agent is a plugin published in the GitHub repository oracle-samples/oracle-aidp-samples (46 stars, last pushed 4d ago), licensed UPL-1.0. Its token cost is not measured: this kind of file is read by the harness, not the model. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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