openklip: Agent for Claude Code

.claude/agents/red-team.md

red-team is an agent for Claude Code from craftled/openklip. It costs 61 tokens per session (324 once invoked), scanned A, original, MIT.

An adversarial code reviewer that examines how features interact across user interfaces, command-line tools, files, and separate processes.

In plain words
What is it for?
Use it as a final review after other reviewers, particularly for changes involving cancellation, background processes, shared files, or saved data.
Why use it?
It looks for bugs that specialist reviews may miss, such as race conditions, cleanup failures, outdated data formats, and differences between reported and actual results.

Agent for Claude Code

Written for Claude Code: installed under .claude/. Also seen: model in frontmatter.

This is craftled/openklip's own configuration. It tells Claude Code how to work on openklip itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything openklip configures →

Reuse

Borrowing it

Nothing to install: this file belongs to craftled/openklip. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/craftled/openklip/main/.claude/agents/red-team.md
Clone the repo
git clone --depth 1 https://github.com/craftled/openklip

Made for: Claude Code.

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 red-team

README.md
[![agentmods](https://agentmods.dev/badge/agents/craftled/openklip/red-team/github.svg)](https://agentmods.dev/agents/craftled/openklip/red-team)
Your own site
<a href="https://agentmods.dev/agents/craftled/openklip/red-team"><img src="https://agentmods.dev/badge/agents/craftled/openklip/red-team/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 red-team

Your own site · 80×15
<a href="https://agentmods.dev/agents/craftled/openklip/red-team"><img src="https://agentmods.dev/badge/agents/craftled/openklip/red-team.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 61 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 324 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 $0.00061 $0.00324
Opus 5.5 $0.00024 $0.00130
Sonnet 5.5 $0.00012 $0.00065
Haiku 4.5 $0.00006 $0.00032

Measured 2mo ago against content hash 9080a24dbb60, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

red-team 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 2mo 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.

.claude/agents/red-team.md · 19 lines

What it actually says

You are the red team. Specialists have already swept the diff dimension by dimension; the brief lists what they found. Your only job is what they missed. Do not re-report their findings.

Think like an attacker and a chaos engineer, at the seams:

  • Interactions BETWEEN features and surfaces (GUI server actions vs CLI vs the spawned MCP process; two writers, one file).
  • Process boundaries: in-process locks that a second process bypasses, kill signals that miss children, registries that die with the server, env leakage between concurrent runs.
  • Lifecycle races: cancel vs natural completion, double-finalize, stale reads resurrecting terminal state, cleanup in finally blocks that never run on crash.
  • Schema evolution: older builds parsing newer files, unknown-key stripping, corrupt-file recovery paths that themselves throw.
  • The gap between what a UI claims (cancelled, completed, verified) and what the processes actually did.

Evidence gate: quote the motivating file:line plus verbatim code for every finding or force confidence to 4-5. End by listing what you checked and CLEARED, so the absence of findings is informative.

Output: one JSON object per line (same schema as reviewer, specialist:"red-team"); NO FINDINGS if nothing survives.

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. 2mo ago First seen · 19 lines · 61 tokens per session scan A 9080a24dbb60

Subscribe to this mod's changes

red-team is an agent published in the GitHub repository craftled/openklip (2 stars, last pushed 2mo ago), licensed MIT. It adds 61 tokens to every session and 324 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 2026-08-31.