aidp-knowledge-bases

aidp-knowledge-bases is a skill for Claude Code from oracle-samples/oracle-aidp-samples. It costs 125 tokens per session (1,672 once invoked), scanned A, original, UPL-1.0.

A skill for creating and maintaining AIDP knowledge bases for RAG, a method that retrieves relevant stored information before generating an answer. It covers document and vector search, embeddings, data ingestion, indexing, and access permissions.

In plain words
What is it for?
Use it to create a knowledge base, choose how content is split and represented, build a vector index, ingest data from volumes or tables, run ingestion jobs, and manage access.
Why use it?
It organizes catalog data or documents so they can be searched by meaning instead of exact words. This provides the setup needed for a searchable knowledge base.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the oracle-ai-data-platform-workbench-engineer-agent plugin — 37 skills, 1 hook shipped together

Good fit Use it to create a knowledge base, choose how content is split and represented, build a vector index, ingest data from volumes or tables, run ingestion jobs, and manage access.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/oracle-samples/oracle-aidp-samples/aidp-knowledge-bases
Install

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.

Any agent
npx skills add oracle-samples/oracle-aidp-samples --skill aidp-knowledge-bases
Clone the repo
git clone --depth 1 https://github.com/oracle-samples/oracle-aidp-samples

Made for: Claude Code.

Or install oracle-ai-data-platform-workbench-engineer-agent, the plugin that ships this one along with the rest of its 37 skills, 1 hook.

Wrote 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.

agentmods badge for aidp-knowledge-bases

README.md
[![agentmods](https://agentmods.dev/badge/skills/oracle-samples/oracle-aidp-samples/aidp-knowledge-bases.svg)](https://agentmods.dev/skills/oracle-samples/oracle-aidp-samples/aidp-knowledge-bases)
Your own site
<a href="https://agentmods.dev/skills/oracle-samples/oracle-aidp-samples/aidp-knowledge-bases"><img src="https://agentmods.dev/badge/skills/oracle-samples/oracle-aidp-samples/aidp-knowledge-bases.svg" alt="Measured on agentmods" height="20"></a>
Per session 125 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,672 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin unknown No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00125 $0.01672
Opus 5 $0.00063 $0.00836
Sonnet 5 $0.00025 $0.00334
Haiku 4.5 $0.00013 $0.00167

Measured 8d ago against content hash e36c0dad27e1, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-07, from the pricing page.

Security

Grade A, and why

aidp-knowledge-bases 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 8d 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.

ai/claude-code-plugins/oracle-ai-data-platform-workbench-engineer-agent/skills/aidp-knowledge-bases/SKILL.md · 86 lines

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.

Read it on GitHub

Changes

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.

  1. 8d ago First seen · 86 lines · 125 tokens per session scan A e36c0dad27e1

Subscribe to this mod's changes

aidp-knowledge-bases is a skill published in the GitHub repository oracle-samples/oracle-aidp-samples (46 stars, last pushed 7d ago), licensed UPL-1.0. It adds 125 tokens to every session and 1,672 once invoked, about $0.0006 per session on Opus 5. 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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