A read-only review process that sends separate tasks to the Kimi coding assistant for many independent targets at once. It is intended for broad requests where each target needs its own review.

Use it for large fan-out reviews, such as checking many files, components, or tasks independently with Kimi.

It reduces the need to inspect many unrelated targets one by one while keeping the reviews separate and avoiding changes to files.

kimi-swarm — Skill for Claude Code and Codex by linxule

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 linxule/kimi-plugin-cc --skill kimi-swarm

Clone the repo

git clone --depth 1 https://github.com/linxule/kimi-plugin-cc

Made for: Claude Code, Codex.

Or install kimi, the plugin that ships this one along with the rest of its 12 skills, 11 commands, 7 agents, 1 hook.

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.

README.md

[![agentmods](https://agentmods.dev/badge/skills/linxule/kimi-plugin-cc/kimi-swarm/github.svg)](https://agentmods.dev/skills/linxule/kimi-plugin-cc/kimi-swarm)

Your own site

<a href="https://agentmods.dev/skills/linxule/kimi-plugin-cc/kimi-swarm"><img src="https://agentmods.dev/badge/skills/linxule/kimi-plugin-cc/kimi-swarm/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.

Your own site · 80×15

<a href="https://agentmods.dev/skills/linxule/kimi-plugin-cc/kimi-swarm"><img src="https://agentmods.dev/badge/skills/linxule/kimi-plugin-cc/kimi-swarm.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 37 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.

When invoked 424 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. Third-party audits

NVIDIA SkillSpector pass 7 Sept 2026

How audits are shown

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.

Model	Per session	Once invoked
Fable 5.1	$0.00037	$0.00424
Opus 5	$0.00018	$0.00212
Sonnet 5	$0.00007	$0.00085
Haiku 4.5	$0.00004	$0.00042

Measured 9d ago against content hash 83831c022ce0, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-08, from the pricing page.

Security

Grade A, and why

kimi-swarm 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.

plugins/kimi-codex/skills/kimi-swarm/SKILL.md · 28 lines

What it actually says

Kimi Swarm

Forward this request to the local kimi-code companion runtime by shell. Do not use MCP for this skill.

Invocation

Resolve the plugin root: prefer $PLUGIN_ROOT if the host sets it; otherwise use the directory that CONTAINS the skills/ directory (i.e. two levels up from this SKILL.md).
Sanity check: <plugin-root>/scripts/companion.sh must exist — it is the bundled entrypoint that resolves Node and runs the compiled runtime from <plugin-root>/dist/.
Launch the shell command from the user's current workspace directory so scripts/companion.sh captures the intended workspace cwd.
Run: PLUGIN_ROOT="<plugin-root>" "<plugin-root>/scripts/companion.sh" task swarm <args>
If the plugin host provides PLUGIN_DATA instead of CLAUDE_PLUGIN_DATA, the shell wrapper exports the Claude-compatible alias for the runtime. If neither is set, the wrapper uses a Codex data directory under $CODEX_HOME/plugins/data/kimi-marketplace-kimi, ~/.codex/plugins/data/kimi-marketplace-kimi, or /tmp/kimi-plugin-cc-codex-data/kimi-marketplace-kimi in a fully sanitized environment.

Arguments

Pass through: [--budget <30m|1h>] [--cap <N>] [--max-concurrency <N>] [-m <model>] <objective>

Handling

Require many independent review targets plus explicit fan-out intent.
Pass finite budget and concurrency bounds; default to foreground unless the user explicitly asks to detach.
If the companion reports SWARM_HOOK_NOT_INSTALLED, tell the user to run Claude Code /kimi:setup or Codex $kimi-setup, then retry.
Return the consolidated companion report verbatim.

Files

What ships with it

1 file 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.

agents/openai.yaml 224 B

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.

9d ago First seen · 28 lines · 37 tokens per session scan A 83831c022ce0

Subscribe to this mod's changes

kimi-swarm is a skill published in the GitHub repository linxule/kimi-plugin-cc (38 stars, last pushed 2d ago), licensed Apache-2.0. It adds 37 tokens to every session and 424 once invoked, about $0.0002 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.

Building agents Claude Code Code review ai-agents claude-code-plugin developer-tools kimi

procoder

Work like a senior developer in a repository governed by procoder: run the commit gate before calling anything done, format and lint through the binary, and drive the spec, plan, todo, backlog, and sprint chain in .procoder/. Use this skill when the repository contains a .procoder/ directory or an AGENTS.md naming…

azrtydxb/procoder · 101 tokens

code-review

The depth half of a review - the dimensions a diff is read against (correctness, boundaries, concurrency, failure paths, secrets, data access, structure, test quality) and the rule that a finding is refuted before it is reported. The verdict stays with the reviewer agent. Use when reviewing a diff or a pull request…

jjanczur/tyran · 80 tokens

deslop

The optimization pass, defined - delete before you add, one smell class per pass, behaviour pinned by a test that ran BEFORE the edit. Lints a SKILL.md and prose by the same instinct. Use for the per-story optimization pass or when code has grown noisy without growing capable.

jjanczur/tyran · 58 tokens

kimi-swarm