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 Undertone0809/rudder --skill rudder-performance-architecture-maintainergit clone --depth 1 https://github.com/Undertone0809/rudderWrote 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/undertone0809/rudder/rudder-performance-architecture-maintainer)<a href="https://agentmods.dev/skills/undertone0809/rudder/rudder-performance-architecture-maintainer"><img src="https://agentmods.dev/badge/skills/undertone0809/rudder/rudder-performance-architecture-maintainer/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/undertone0809/rudder/rudder-performance-architecture-maintainer"><img src="https://agentmods.dev/badge/skills/undertone0809/rudder/rudder-performance-architecture-maintainer.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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 | $0.00060 | $0.03052 |
| Opus 5 | $0.00030 | $0.01526 |
| Sonnet 5 | $0.00012 | $0.00610 |
| Haiku 4.5 | $0.00006 | $0.00305 |
Grade A, and why
rudder-performance-architecture-maintainer 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.
How it starts
The opening of the file, as written. The whole thing — 363 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Rudder Performance Architecture Maintainer
Use this skill when the user wants Rudder to become faster, more stable, or cleaner at the architecture boundary. The default result should be evidence-led optimization that preserves product contracts, not speculative tuning.
This skill covers two related classes of work:
- performance fixes: cache behavior, network waterfalls, repeated skeletons, slow queries, refetch loops, expensive renders, build/test slowness
- architecture fixes: unstable boundaries, oversized modules, duplicated data paths, unclear ownership, abstractions that make performance hard to reason about
Read references/optimization-checklist.md before doing non-trivial work with
this skill. When the user asks for broad optimization or know-how capture, also
read references/recent-thread-signals.md.
Use When
Use this skill for requests like:
- "为什么 dashboard 每次都骨架屏"
- "全局看看哪里可以做缓存加速"
- "这个页面/API 太慢，找一下瓶颈"
- "做一版系统性能优化"
- "数据量一大之后网页卡，给我优化前后的具体数值"
- "用 ZStudio 同等规模的数据在 DEV 里测一下"
- "这里是不是 query key / staleTime / invalidation 写错了"
- "架构上有什么热点文件或边界可以优化"
- "把这次性能优化 know how 沉淀成 skill"
- "分析一下最近的 thread 里有没有类似性能/架构任务"
Do Not Use When
Do not use this skill when the primary task is:
- data exists but a page shows missing, stale, sparse, or wrong data; use
rudder-data-path-diagnostician-maintainer - a large refactor where the user explicitly wants plan plus execution as the
main deliverable; use
architecture-refactor-driver-maintainer - pure UI polish, spacing, copy, or visual QA
- release, package, installer, or Desktop startup recovery
- a single agent transcript or runtime failure investigation
If the task overlaps, choose the skill that matches the user's visible pain. For example, repeated skeleton loading after navigation belongs here; empty dashboard data belongs to data-path diagnosis.
Inputs
Capture or infer:
- affected surface, route, API, service, or subsystem
- user-visible symptom and expected improvement
- runtime and organization when live data is involved
- current cache, invalidation, polling, and freshness expectations
- constraints that must remain stable: API shape, schema, org scoping, runtime contracts, UI behavior
- acceptable validation depth for the blast radius
What ships with it
3 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
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 · 363 lines · 60 tokens per session scan A d9f4b5aa1877
rudder-performance-architecture-maintainer is a skill published in the GitHub repository Undertone0809/rudder (289 stars, last pushed today), licensed Apache-2.0. It adds 60 tokens to every session and 3,052 once invoked, about $0.0003 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.
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