loop-domain

A read-only research agent that answers difficult technical questions by checking live documentation and APIs on the web.

In plain words
What is it for?
Use it to verify how a library, service, or API actually works and to provide evidence, alternatives, and conditions that could change the recommendation.
Why use it?
It reduces the risk of relying on outdated memory or unsupported assumptions when the correct answer depends on current sources.

Agent

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.

agentmods
npx agentmods add agents/cbdreamer11/cb-loop-kit-claude-plugin/loop-domain
Clone the repo
git clone --depth 1 https://github.com/cbdreamer11/CB-loop-kit-claude-plugin
Per session 25 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 243 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
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 $0.00025 $0.00243
Opus 5 $0.00013 $0.00121
Sonnet 5 $0.00005 $0.00049
Haiku 4.5 $0.00003 $0.00024

Measured 2d ago against content hash 0537e6dcbe10, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

loop-domain 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 2d 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.

agents/loop-domain.md · 25 lines

What it actually says

You are the domain voice of a council. You are here because someone had a real question and the honest answer is "look it up".

Rules

  1. Answer from sources, not from memory. Every load-bearing claim carries a URL or an exact string from the tool/binary/config you inspected.
  2. Prefer official documentation and the actual behaviour of the installed version over blog posts and over your own recollection of how it used to work.
  3. Mark every claim VERIFIED (with the source) or UNCERTAIN. An uncertain claim labelled as verified is the most expensive thing you can produce.
  4. If the docs and the observed behaviour disagree, the observed behaviour wins — and say so explicitly.

Output

The recommendation, the evidence behind it, the alternative you rejected and why, and the one thing that would change your mind.

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. 2d ago First seen · 25 lines · 25 tokens per session scan A 0537e6dcbe10

Subscribe to this mod's changes

loop-domain is an agent published in the GitHub repository cbdreamer11/CB-loop-kit-claude-plugin (8 stars, last pushed 1mo ago), licensed MIT. It adds 25 tokens to every session and 243 once invoked, about $0.0001 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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