aws-samples/sample-okf-llm-wiki is a sample system that turns AWS data sources into portable knowledge bundles: organized Markdown documents explaining datasets, tables, relationships, metrics, and known issues. It serves those bundles to AI agents through the Model Context Protocol, using sources such as AWS Glue Data Catalog and Amazon Redshift. The catalogue entries support the system's setup and workflow.
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.
npx agentmods add instructions/aws-samples/sample-okf-llm-wiki/claude-mdgit clone --depth 1 https://github.com/aws-samples/sample-okf-llm-wikiWrote 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/instructions/aws-samples/sample-okf-llm-wiki/claude-md)<a href="https://agentmods.dev/instructions/aws-samples/sample-okf-llm-wiki/claude-md"><img src="https://agentmods.dev/badge/instructions/aws-samples/sample-okf-llm-wiki/claude-md.svg" alt="Measured on agentmods" height="20"></a>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 | $0.03757 | $0.03757 |
| Opus 5 | $0.01878 | $0.01878 |
| Sonnet 5 | $0.00751 | $0.00751 |
| Haiku 4.5 | $0.00376 | $0.00376 |
Grade A, and why
sample-okf-llm-wiki CLAUDE.md 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 MIT-0
The repository is licensed MIT-0, which this catalogue does not treat as permission to reproduce the file. Read it at the source.
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 · 113 lines · 3,757 tokens per session scan A da57ec630523
sample-okf-llm-wiki CLAUDE.md is an instructions file published in the GitHub repository aws-samples/sample-okf-llm-wiki (25 stars, last pushed yesterday), licensed MIT-0. It adds 3,757 tokens to every session, about $0.0188 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.
Other instructions, from other repositories
okf-skills AGENTS.md
Instructions for xSAVIKx/okf-skills, covering open knowledge format (okf) skills — developer agent guide, 1. repository overview & architecture, 2. shared library (okf-go) guidelines, 3. skills development & best practices and best practices for skills.
okf AGENTS.md
AGENTS.md instructions for serradura/okf, covering agents.md, where to go, what binds every change, map and commands.
kiso copilot-instructions.md
Copilot instructions for oak-invest/kiso, covering kiso, project description, information, kiso features and design principles.
kiso AGENTS.md
AGENTS.md instructions for oak-invest/kiso, covering kiso, project description, information, kiso features and design principles.
kiso CLAUDE.md
Claude Code instructions for oak-invest/kiso, covering kiso, project description, information, kiso features and design principles.
agentic-ai-brain-for-trending AGENTS.md
AGENTS.md instructions for tuanduongdn1504/agentic-ai-brain-for-trending, covering storm bear — agent instructions, quick redirect, why this shim exists, context parity guidelines (startup rules) and vault state architecture.