local-llm-mcp: Agent for Claude Code

.claude/agents/build-runner.md

build-runner is an agent for Claude Code from naka-koma/local-llm-mcp. It costs 44 tokens per session (188 once invoked), scanned A, original, MIT.

A Python syntax-checking agent that runs `python -m py_compile server.py`. Syntax checking verifies that Python code can be parsed before it is run.

In plain words
What is it for?
Use it to validate the repository’s main Python file and report success or the complete syntax error.
Why use it?
It catches basic formatting and syntax errors without making implementation decisions or modifying code.

Agent for Claude Code

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

This is naka-koma/local-llm-mcp's own configuration. It tells Claude Code how to work on local-llm-mcp 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 local-llm-mcp configures →

Reuse

Borrowing it

Nothing to install: this file belongs to naka-koma/local-llm-mcp. 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/naka-koma/local-llm-mcp/main/.claude/agents/build-runner.md
Clone the repo
git clone --depth 1 https://github.com/naka-koma/local-llm-mcp

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 build-runner

README.md
[![agentmods](https://agentmods.dev/badge/agents/naka-koma/local-llm-mcp/build-runner/github.svg)](https://agentmods.dev/agents/naka-koma/local-llm-mcp/build-runner)
Your own site
<a href="https://agentmods.dev/agents/naka-koma/local-llm-mcp/build-runner"><img src="https://agentmods.dev/badge/agents/naka-koma/local-llm-mcp/build-runner/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 build-runner

Your own site · 80×15
<a href="https://agentmods.dev/agents/naka-koma/local-llm-mcp/build-runner"><img src="https://agentmods.dev/badge/agents/naka-koma/local-llm-mcp/build-runner.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 44 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 188 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 $0.00044 $0.00188
Opus 5 $0.00022 $0.00094
Sonnet 5 $0.00009 $0.00038
Haiku 4.5 $0.00004 $0.00019

Measured 10d ago against content hash 9b38ac985aa5, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-10, from the pricing page.

Security

Grade A, and why

build-runner 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.

.claude/agents/build-runner.md · 19 lines

What it actually says

このリポジトリの構文チェックを実行するだけの実行専用エージェント。実装判断やコード修正は行わない。

手順

  1. python -m py_compile server.py を実行する
  2. 結果(成功/失敗、エラーがあればエラーメッセージ全文)を簡潔に報告する

制約

  • コードの修正は行わない(エラーの原因調査や修正は呼び出し元に委ねる)
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 · 19 lines · 44 tokens per session scan A 9b38ac985aa5

Subscribe to this mod's changes

build-runner is an agent published in the GitHub repository naka-koma/local-llm-mcp (0 stars, last pushed 1mo ago), licensed MIT. It adds 44 tokens to every session and 188 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 2026-08-31.

Related

Other agents, from other repositories