scalability-and-risk-review

scalability-and-risk-review is a skill for Claude Code, Codex from BingHanOfUESTC/open_agent_team. It costs 0 tokens per session (40 once invoked), scanned A, original, MIT.

A review checklist for whether a software system can handle expected growth and operational problems. It examines load, failures, security boundaries, monitoring, data consistency, migrations, and team fit.

In plain words
What is it for?
Use it to review capacity assumptions, failure modes, observability, data changes, migration plans, security separation, and whether the team can run the design.
Why use it?
It exposes scaling limits, failure risks, and operational complexity before they become production problems.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Use it to review capacity assumptions, failure modes, observability, data changes, migration plans, security separation, and whether the team can run the design.

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Install with agentmods
npx agentmods add skills/binghanofuestc/open_agent_team/scalability-and-risk-review
Install

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.

Any agent
npx skills add BingHanOfUESTC/open_agent_team --skill scalability-and-risk-review
Clone the repo
git clone --depth 1 https://github.com/BingHanOfUESTC/open_agent_team

Made for: Claude Code, Codex.

Wrote 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.

agentmods badge for scalability-and-risk-review

README.md
[![agentmods](https://agentmods.dev/badge/skills/binghanofuestc/open_agent_team/scalability-and-risk-review/github.svg)](https://agentmods.dev/skills/binghanofuestc/open_agent_team/scalability-and-risk-review)
Your own site
<a href="https://agentmods.dev/skills/binghanofuestc/open_agent_team/scalability-and-risk-review"><img src="https://agentmods.dev/badge/skills/binghanofuestc/open_agent_team/scalability-and-risk-review/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.

agentmods 80×15 button for scalability-and-risk-review

Your own site · 80×15
<a href="https://agentmods.dev/skills/binghanofuestc/open_agent_team/scalability-and-risk-review"><img src="https://agentmods.dev/badge/skills/binghanofuestc/open_agent_team/scalability-and-risk-review.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 0 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 40 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00000 $0.00040
Opus 5 $0.00000 $0.00020
Sonnet 5 $0.00000 $0.00008
Haiku 4.5 $0.00000 $0.00004

Measured 9d ago against content hash 18940d5a03dd, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

scalability-and-risk-review 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.

teams/software_architect_team/skills/scalability-and-risk-review/SKILL.md · 15 lines

What it actually says

Scalability And Risk Review

Review:

load assumptions
failure modes
security boundaries
observability
data consistency
migration risk
operational complexity
team capability fit
Changes

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.

  1. 9d ago First seen · 15 lines · 0 tokens per session scan A 18940d5a03dd

Subscribe to this mod's changes

scalability-and-risk-review is a skill published in the GitHub repository BingHanOfUESTC/open_agent_team (106 stars, last pushed 2mo ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 40 tokens. 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 2026-09-03.

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