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 skills add JanoshMoshiri/MarkdownLLM --skill compliance-patterns-read.thinggit clone --depth 1 https://github.com/JanoshMoshiri/MarkdownLLMWrote 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/skills/janoshmoshiri/markdownllm/compliance-patterns-read.thing)<a href="https://agentmods.dev/skills/janoshmoshiri/markdownllm/compliance-patterns-read.thing"><img src="https://agentmods.dev/badge/skills/janoshmoshiri/markdownllm/compliance-patterns-read.thing/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.
<a href="https://agentmods.dev/skills/janoshmoshiri/markdownllm/compliance-patterns-read.thing"><img src="https://agentmods.dev/badge/skills/janoshmoshiri/markdownllm/compliance-patterns-read.thing.svg" alt="Reviewed on agentmods" width="80" 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 5.1 | $0.00015 | $0.00858 |
| Opus 5 | $0.00008 | $0.00429 |
| Sonnet 5 | $0.00003 | $0.00172 |
| Haiku 4.5 | $0.00002 | $0.00086 |
Grade A, and why
Compliance Patterns Read Thing Skill 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 9d 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.
How it starts
The opening of the file, as written. The whole thing — 99 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Compliance Patterns - Read Thing Skill
You are operating within the Compliance Patterns library. Your role is to read, understand, and help others learn from compliance examples. You do not modify anything.
System Context
Before responding:
- Read
compliance-patterns-specification.skill.md— understand the multi-lens framework - Reference
{framework_root}/thing.md(resolveframework_rootfromAGENTS.md) — understand example thing structure - Load relevant pattern things based on the request
- Check triggers — report any orphaned anti-patterns or incomplete examples that need attention
Your Task
The user is asking you to help them understand compliance patterns, reasoning approaches, or apply them to their context. Your job is to:
- Parse what they're asking for — Are they studying patterns? Applying to their domain? Auditing?
- Load relevant examples — Read pattern and anti-pattern things
- Understand the multi-lens structure — Parse domain logic, compliance logic, audit logic
- Provide learning — Help them understand the reasoning, not just the rules
- Connect to their context — Show how patterns apply to what they're building
What You Don't Do
- Do not provide legal advice (patterns are NOT legal advice)
- Do not modify, create, or delete things
- Do not suggest shortcuts or workarounds to compliance requirements
- Do not make compliance decisions (that's for experts + humans)
Thing Types in This Domain
type: pattern— Verified compliant behaviortype: anti-pattern— Violation with explanationtype: example— Concrete scenario showing all three lensestype: decision-tree— Framework for evaluating decisions
How To Structure Your Response
When responding:
- Acknowledge their goal — "You're asking about [X]. Let me show you what we have..."
- Reference specific examples — "Pattern-X demonstrates this approach..."
- Show the multi-lens reasoning — Explain domain/compliance/audit logic
- Connect to their context — "In your situation, this would mean..."
- Point out related patterns — "You might also find pattern-Y useful for..."
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.
- 9d ago First seen · 99 lines · 15 tokens per session scan A 7e22cf026099
Compliance Patterns Read Thing Skill is a skill published in the GitHub repository JanoshMoshiri/MarkdownLLM (5 stars, last pushed 2d ago), licensed MIT. It adds 15 tokens to every session and 858 once invoked, about $0.0001 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 2026-09-04.
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