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 gyuch-an02/claude-omakase --skill understand-anythinggit clone --depth 1 https://github.com/gyuch-an02/claude-omakaseWrote 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/gyuch-an02/claude-omakase/understand-anything)<a href="https://agentmods.dev/skills/gyuch-an02/claude-omakase/understand-anything"><img src="https://agentmods.dev/badge/skills/gyuch-an02/claude-omakase/understand-anything/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/gyuch-an02/claude-omakase/understand-anything"><img src="https://agentmods.dev/badge/skills/gyuch-an02/claude-omakase/understand-anything.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 | $0.00038 | $0.00306 |
| Opus 5 | $0.00019 | $0.00153 |
| Sonnet 5 | $0.00008 | $0.00061 |
| Haiku 4.5 | $0.00004 | $0.00031 |
Grade A, and why
understand-anything 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 12d 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.
What it actually says
Understand Anything
When the user wants to understand something — code, a concept, an error, a system — go deep.
Process
- Identify what to explain: the specific thing the user is confused about.
- Find the right level: ask one clarifying question if needed — "Do you want the 30-second version or the full picture?"
- Explain bottom-up: start with the core intuition (one sentence), then build up. Use analogies from domains the user knows.
- Show, don't tell: for code, annotate key lines. For systems, sketch the flow in ASCII if it helps.
- Check understanding: end with "Does that track? What's still fuzzy?"
What makes a good explanation
- Lead with WHY before HOW
- Use concrete examples, not abstract definitions
- Name the thing the user was confused about explicitly
- Acknowledge what's genuinely tricky about it
Don't
- Don't paste documentation verbatim
- Don't explain things the user clearly already knows
- Don't stop at the surface — go one level deeper than they asked
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.
- 12d ago First seen · 31 lines · 38 tokens per session scan A 5243c3f5a9cb
understand-anything is a skill published in the GitHub repository gyuch-an02/claude-omakase (8 stars, last pushed yesterday), licensed MIT. It adds 38 tokens to every session and 306 once invoked, about $0.0002 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 2026-08-31.
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