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 yugasun/aiops --skill prototypegit clone --depth 1 https://github.com/yugasun/aiopsWrote 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/yugasun/aiops/prototype)<a href="https://agentmods.dev/skills/yugasun/aiops/prototype"><img src="https://agentmods.dev/badge/skills/yugasun/aiops/prototype/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/yugasun/aiops/prototype"><img src="https://agentmods.dev/badge/skills/yugasun/aiops/prototype.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 | $0.00023 | $0.00374 |
| Opus 5.5 | $0.00009 | $0.00150 |
| Sonnet 5.5 | $0.00005 | $0.00075 |
| Haiku 4.5 | $0.00002 | $0.00037 |
Grade A, and why
prototype 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 1mo 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
Prototype
Throwaway code that answers one question. Capture the answer in NOTES.md (required before PRD or /aiops-implement absorption).
Pick a branch
- Logic / state / API shape → tiny interactive terminal app. Pure logic module + thin TUI shell. One command to run. In-memory state unless persistence is the question.
- Look and layout → 3–5 structurally different UI variants on one route, switchable via
?variant=and a floating bottom bar. Prefer embedding in an existing page over a new route.
If ambiguous: match surrounding code (backend → logic; page → UI) and state the assumption.
Rules (both branches)
- Name and locate so it's obviously throwaway, near the code it informs.
- One command to run (
pnpm,python, etc.). - No tests, minimal error handling, no abstractions beyond the question.
- Surface full state after each action or variant switch.
- Delete or absorb when done — don't leave rot.
Logic branch
- State the question in one paragraph before coding.
- Isolate logic in a portable pure module (reducer, state machine, or pure functions). TUI is throwaway.
- TUI: clear screen each tick, show state + keyboard shortcuts, loop until quit.
UI branch
- Variants must differ in layout/hierarchy, not just color.
- Switcher: bottom bar, URL param, arrow keys (skip when input focused), hidden in production.
- Winner gets folded into real code; losers and switcher deleted.
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.
- 1mo ago First seen · 37 lines · 23 tokens per session scan A cea4ce273e52
prototype is a skill published in the GitHub repository yugasun/aiops (4 stars, last pushed 1mo ago), licensed Apache-2.0. It adds 23 tokens to every session and 374 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 2026-08-31.
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