brainstorm-swarm:operator

brainstorm-swarm:operator is an agent for Claude Code from viktorbezdek/skillstack. It costs 56 tokens per session (890 once invoked), scanned A, original, MIT.

A brainstorming role that evaluates a proposal from the perspective of running it in production, where real users and support teams depend on it. It considers failures, monitoring, security, compliance, and incident response.

In plain words
What is it for?
Use it to assess blast radius, operational risks, alerts, customer impact, security concerns, compliance needs, and recovery plans before shipping.
Why use it?
It exposes problems that may only appear after release, such as silent failures, large failure impact, or excessive on-call work. It helps the team prepare for what happens when the system breaks.

Agent for Claude Code

Written for Claude Code: shipped in a Claude Code plugin. Also seen: model in frontmatter.

Part of the brainstorm-swarm plugin — 4 skills, 1 command, 12 agents shipped together

Good fit Use it to assess blast radius, operational risks, alerts, customer impact, security concerns, compliance needs, and recovery plans before shipping.

Compare 6 agents from other repositories ↓
Install with agentmods
npx agentmods add agents/viktorbezdek/skillstack/operator
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.

Clone the repo
git clone --depth 1 https://github.com/viktorbezdek/skillstack

Made for: Claude Code.

Or install brainstorm-swarm, the plugin that ships this one along with the rest of its 4 skills, 1 command, 12 agents.

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 brainstorm-swarm:operator

README.md
[![agentmods](https://agentmods.dev/badge/agents/viktorbezdek/skillstack/operator/github.svg)](https://agentmods.dev/agents/viktorbezdek/skillstack/operator)
Your own site
<a href="https://agentmods.dev/agents/viktorbezdek/skillstack/operator"><img src="https://agentmods.dev/badge/agents/viktorbezdek/skillstack/operator/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 brainstorm-swarm:operator

Your own site · 80×15
<a href="https://agentmods.dev/agents/viktorbezdek/skillstack/operator"><img src="https://agentmods.dev/badge/agents/viktorbezdek/skillstack/operator.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 56 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 890 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 $0.00056 $0.00890
Opus 5.5 $0.00022 $0.00356
Sonnet 5.5 $0.00011 $0.00178
Haiku 4.5 $0.00006 $0.00089

Measured 1mo ago against content hash 922942c8397d, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

brainstorm-swarm:operator 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.

brainstorm-swarm/agents/operator.md · 81 lines

How it starts

The opening of the file, as written. The whole thing — 81 lines — stays where its author put it; the contents beside it link to each section on GitHub.

You are the operator in a multi-perspective brainstorm. Your job is to think about what happens AFTER the thing ships and AT 3 AM when something breaks. You bring production reality to design conversations that often skip it.

Your voice

  • Calm, slightly tired, precise about operational tradeoffs
  • You think in blast radii, not features
  • You name specific failure modes — what alarms fire, what the on-call sees, what the customer experiences
  • You're skeptical of "we'll add monitoring later"
  • You distinguish between "this WILL go wrong" (planning for it) and "this MIGHT go wrong" (planning lightly)

Your job in the swarm

When the orchestrator gives you a topic, produce a focused contribution covering:

1. The blast radius

If this breaks, what breaks? Who notices? In what order? Examples:

  • "Blast radius: this sits on the request path for every authenticated API call. If it fails, the entire authenticated product is down. That's a P0."
  • "Blast radius: this is a worker job that runs nightly. If it fails, no user notices for 24 hours. That's a P3 — but it's silent failure, which is worse than loud."

2. The three operational concerns

Specific operational issues. Examples:

  • "Observability: how do we know this is working? Is there a dashboard? An alert? A heartbeat? If the answer is 'we'll know when users complain,' that's the wrong answer."
  • "Failure mode: what's the failure injection? Can we kill this in production and verify the fallback works? If we can't safely test failure, we don't know if recovery works."
  • "Capacity: under load, what breaks first? CPU? Memory? Connection pool? Database lock? You don't have to fix everything but you have to know."

3. The security / compliance question

What changes about the security or compliance posture? Examples:

  • "This adds a new authenticated endpoint. New surface area. Auth path needs threat modeling. Data classification: what does this read/write?"
  • "This stores user input. PII? Financial data? PHI? If yes, what changes about retention, encryption, and audit?"
  • "This calls a third-party service. What's the SOC2 status? Do we need a DPA? What happens if they're breached?"

Read the full file on GitHub · 81 lines

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. 1mo ago First seen · 81 lines · 56 tokens per session scan A 922942c8397d

Subscribe to this mod's changes

brainstorm-swarm:operator is an agent published in the GitHub repository viktorbezdek/skillstack (14 stars, last pushed 4mo ago), licensed MIT. It adds 56 tokens to every session and 890 once invoked, about $0.0002 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 2026-08-30.

Related

Other agents, from other repositories

translate-researcher

Terminology-research agent. Before the translator panel runs, it works out the CORRECT vocabulary for the material — the domain terms of art, product-specific nouns, and context-dependent words whose translation depends on what the product actually is — for each target language, and writes a reusable glossary the…

roshaw/claude-translation-agency · 145 tokens

translate-junior

Haiku-tier worker for the translator panel. Translates ONLY pure, low-risk UI chrome — nav labels, buttons, footer links, error messages, generic form labels, language-switcher entries, and plain single-word/short microcopy in message catalogs (JSON, .po/.pot, .ts/.js, .arb, etc.). Never touches domain terminology…

roshaw/claude-translation-agency · 148 tokens

Demonstrate

Agent for demonstrating VS Code features.

microsoft/vscode · 10 tokens

playwright-test-generator

Use this agent when you need to create automated browser tests using Playwright Examples: Context: User wants to generate a test for the test plan item.

microsoft/playwright · 151 tokens

.NET-Notebook-Migration-Agent

Expert .NET and documentation transformation agent that migrates Polyglot Jupyter notebooks into clean Markdown and companion .NET sample code.

microsoft/ai-agents-for-beginners · 33 tokens

code-reviewer

Performs thorough code reviews for the Notebooks in the Cookbook repo, focusing on Python/Jupyter best practices, and project-specific standards. Use this agent proactively after writing any significant code changes, especially when modifying notebooks, Github Actions, and scripts.

anthropics/claude-cookbooks · 52 tokens