What is mcp-tensorboard CLAUDE.md?

Project instructions for managing a Python project with uv, a tool for installing packages, creating environments, and running commands. They specify Python 3.13 and the main setup commands.

Use them when setting up, updating, or running the llm-reward-repo project.

They reduce setup mistakes by documenting how to create the virtual environment, install dependencies, and keep it aligned with the lockfile.

How 1Kraks/mcp-tensorboard configures Claude Code

Reuse

Borrowing it

Nothing to install: this file belongs to 1Kraks/mcp-tensorboard. 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/1Kraks/mcp-tensorboard/main/CLAUDE.md

Clone the repo

git clone --depth 1 https://github.com/1Kraks/mcp-tensorboard

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.

README.md

[![agentmods](https://agentmods.dev/badge/instructions/1kraks/mcp-tensorboard/claude-md.svg)](https://agentmods.dev/instructions/1kraks/mcp-tensorboard/claude-md)

Your own site

<a href="https://agentmods.dev/instructions/1kraks/mcp-tensorboard/claude-md"><img src="https://agentmods.dev/badge/instructions/1kraks/mcp-tensorboard/claude-md.svg" alt="Measured on agentmods" height="20"></a>

Per session 234 This file is loaded in full into every session.

When invoked 234 The same file — it is already loaded in full.

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.

Model	Per session	Once invoked
Fable 5.1	$0.00234	$0.00234
Opus 5	$0.00117	$0.00117
Sonnet 5	$0.00047	$0.00047
Haiku 4.5	$0.00023	$0.00023

Measured 7d ago against content hash 6ed712233cf2, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-08, from the pricing page.

Security

Grade A, and why

mcp-tensorboard CLAUDE.md 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 7d 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.md · 39 lines

What it actually says

Project Context - llm-reward-repo

Python Environment Management (uv)

This project uses uv for Python package and project management. uv is an extremely fast Python package and project manager written in Rust, designed to replace pip, pip-tools, poetry, and more.

Setup

# Create virtual environment
uv venv

# Activate environment
source .venv/bin/activate  # macOS/Linux

# Add dependencies
uv add <package-name>

# Sync environment with lockfile
uv sync

# Run commands in the virtual environment
uv run <command>

Key Commands

uv add <package> - Add a dependency to pyproject.toml
uv remove <package> - Remove a dependency
uv sync - Sync virtual environment with lockfile
uv run <script> - Run a script in the virtual environment
uv lock - Update the lockfile without syncing

Project Info

Python version: 3.13 (managed via .python-version)
Package manager: uv
Project file: pyproject.toml

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.

7d ago First seen · 39 lines · 234 tokens per session scan A 6ed712233cf2

Subscribe to this mod's changes

mcp-tensorboard CLAUDE.md is an instructions file published in the GitHub repository 1Kraks/mcp-tensorboard (0 stars, last pushed 13d ago), licensed MIT. It adds 234 tokens to every session, about $0.0012 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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mcp-tensorboard: Instructions file for Claude Code