What is oke-hypothesis-analyst?

An incident-analysis assistant for OKE, a Kubernetes distribution, that scores possible causes of service problems using collected evidence.

Use it to evaluate and rank hypotheses while investigating OKE incidents.

It helps teams compare troubleshooting ideas against evidence instead of relying only on guesswork during an outage.

oke-hypothesis-analyst — Agent for Claude Code by oracle/skills

About the project

Oracle Skills is a collection of installable, source-backed guidance for using Oracle technologies, including databases, cloud infrastructure, GraalVM, Fusion, and APEX. Developers, administrators, and AI agents use the domain-specific skills to find practical instructions for Oracle work. The catalogue entries are the repository's skills, agents, and plugins.

oracle/skills · 915 stars · on GitHub

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.

Clone the repo

git clone --depth 1 https://github.com/oracle/skills

Made for: Claude Code.

Or install oci, the plugin that ships this one along with the rest of its 13 skills, 3 agents.

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.

README.md

[![agentmods](https://agentmods.dev/badge/agents/oracle/skills/oke-hypothesis-analyst/github.svg)](https://agentmods.dev/agents/oracle/skills/oke-hypothesis-analyst)

Your own site

<a href="https://agentmods.dev/agents/oracle/skills/oke-hypothesis-analyst"><img src="https://agentmods.dev/badge/agents/oracle/skills/oke-hypothesis-analyst/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

Your own site · 80×15

<a href="https://agentmods.dev/agents/oracle/skills/oke-hypothesis-analyst"><img src="https://agentmods.dev/badge/agents/oracle/skills/oke-hypothesis-analyst.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 19 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.

When invoked 775 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.

Model	Per session	Once invoked
Fable 5.1	$0.00019	$0.00775
Opus 5.5	$0.00008	$0.00310
Sonnet 5.5	$0.00004	$0.00155
Haiku 4.5	$0.00002	$0.00077

Measured 2mo ago against content hash 0b17678155ff, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

oke-hypothesis-analyst 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 2mo 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.

oci/oke/agents/oke-hypothesis-analyst.md · 88 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.

2mo ago First seen · 88 lines · 19 tokens per session scan A 0b17678155ff

Subscribe to this mod's changes

oke-hypothesis-analyst is an agent published in the GitHub repository oracle/skills (915 stars, last pushed 5d ago), licensed UPL-1.0. It adds 19 tokens to every session and 775 once invoked, about $0.0001 per session on Opus 5.5. 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.

Debugging

oke-hypothesis-analyst next to 6 agents from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
oke-hypothesis-analystoracle/skills	Agent	915	5d ago	UPL-1.0	A	19	Claude Code
review-obsidian-guidelinesuphy/obsidian-reminder	Agent	662	2d ago	MIT	A	63	Claude Code
debuggerTT-Wang/forge	Agent	35	4d ago	MIT	A	17	Claude Code
loom-advisorcosmix/loom	Agent	65	7d ago	MIT	A	53	Claude Code
debuggerbostonaholic/rpikit	Agent	19	5d ago	MIT	A	28	Claude Code
evolve-retrospectivemickeyyaya/evolve-loop	Agent	6	today	Apache-2.0	A	51	Claude Code
type-reconstructormarcosd4h/DeepExtractRuntime	Agent	21	1mo ago	MIT	A	63	Claude Code