kimi-pursue

kimi-pursue is a skill for Claude Code, Codex from linxule/kimi-plugin-cc. It costs 48 tokens per session (490 once invoked), scanned A, original, Apache-2.0.

A command for letting Kimi pursue a goal across multiple turns within a time limit. It can change files, but it cannot change Git branches or commits.

In plain words
What is it for?
Use it when you explicitly want Kimi to work autonomously on a multi-step coding objective.
Why use it?
It handles objectives that need continued work instead of ending after one response, while keeping an explicit time boundary.

Skill for Claude CodeCodex

Written for Claude Code and Codex: shipped in a Claude Code plugin, but also agents/openai.yaml present. Also seen: mentions Codex.

Part of the kimi plugin — 12 skills, 11 commands, 7 agents, 1 hook shipped together

Good fit Use it when you explicitly want Kimi to work autonomously on a multi-step coding objective.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/linxule/kimi-plugin-cc/kimi-pursue
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-pursue
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.

agentmods badge for kimi-pursue

README.md
[![agentmods](https://agentmods.dev/badge/skills/linxule/kimi-plugin-cc/kimi-pursue/github.svg)](https://agentmods.dev/skills/linxule/kimi-plugin-cc/kimi-pursue)
Your own site
<a href="https://agentmods.dev/skills/linxule/kimi-plugin-cc/kimi-pursue"><img src="https://agentmods.dev/badge/skills/linxule/kimi-plugin-cc/kimi-pursue/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 kimi-pursue

Your own site · 80×15
<a href="https://agentmods.dev/skills/linxule/kimi-plugin-cc/kimi-pursue"><img src="https://agentmods.dev/badge/skills/linxule/kimi-plugin-cc/kimi-pursue.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 48 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 490 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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00048 $0.00490
Opus 5 $0.00024 $0.00245
Sonnet 5 $0.00010 $0.00098
Haiku 4.5 $0.00005 $0.00049

Measured 10d ago against content hash d319af6cf1f0, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-09, from the pricing page.

Security

Grade A, and why

kimi-pursue 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 10d 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-pursue/SKILL.md · 27 lines

What it actually says

Kimi Pursue

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 pursue <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>] [--turns <N>] [-m <model>] <objective>

Handling

  • Require explicit hands-off autonomy intent; single bounded fixes belong to kimi-rescue.
  • Always keep a finite --budget — it is the sole hard bound on the loop. The runtime rejects --background, but detaching your own shell call is expected: a goal loop routinely outlives a foreground timeout, and the hook, allowlist, and budget do not depend on a human watching. Cancel with companion.sh cancel (no id — it targets the latest running job for the repo); note that a cancel stops further work but does not roll back edits already made to the real tree.
  • Surface terminal goal statuses exactly as the companion reports them.
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.

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. 10d ago First seen · 27 lines · 48 tokens per session scan A d319af6cf1f0

Subscribe to this mod's changes

kimi-pursue is a skill published in the GitHub repository linxule/kimi-plugin-cc (38 stars, last pushed 3d ago), licensed Apache-2.0. It adds 48 tokens to every session and 490 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.

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