vastai-host-mcp: Agent for Claude Code

.github/agents/copilot-plus.agent.md

Copilot Plus is an agent for Claude Code from Cogni-AI-OU/vastai-host-mcp. It costs 22 tokens per session (2,650 once invoked), scanned A, original, MIT.

An enhanced coding-agent configuration focused on careful reasoning, independent problem solving, and managing large amounts of project information.

In plain words
What is it for?
It supports debugging, planning changes, creating small examples that reproduce bugs, and working with large or complicated codebases.
Why use it?
It helps an agent handle difficult tasks by checking assumptions, trying alternatives after failures, and breaking complex problems into smaller parts.

Agent for Claude Code

Written for Claude Code: a Claude Code subagent (agents/*.md). Also seen: Copilot chat-mode frontmatter (tools: vscode/*).

This is Cogni-AI-OU/vastai-host-mcp's own configuration. It tells Claude Code how to work on vastai-host-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 vastai-host-mcp configures →

Reuse

Borrowing it

Nothing to install: this file belongs to Cogni-AI-OU/vastai-host-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/Cogni-AI-OU/vastai-host-mcp/main/.github/agents/copilot-plus.agent.md
Clone the repo
git clone --depth 1 https://github.com/Cogni-AI-OU/vastai-host-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 Copilot Plus

README.md
[![agentmods](https://agentmods.dev/badge/agents/cogni-ai-ou/vastai-host-mcp/copilot-plus/github.svg)](https://agentmods.dev/agents/cogni-ai-ou/vastai-host-mcp/copilot-plus)
Your own site
<a href="https://agentmods.dev/agents/cogni-ai-ou/vastai-host-mcp/copilot-plus"><img src="https://agentmods.dev/badge/agents/cogni-ai-ou/vastai-host-mcp/copilot-plus/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 Copilot Plus

Your own site · 80×15
<a href="https://agentmods.dev/agents/cogni-ai-ou/vastai-host-mcp/copilot-plus"><img src="https://agentmods.dev/badge/agents/cogni-ai-ou/vastai-host-mcp/copilot-plus.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 22 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 2,650 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 1 finding. 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 $0.00022 $0.02650
Opus 5 $0.00011 $0.01325
Sonnet 5 $0.00004 $0.00530
Haiku 4.5 $0.00002 $0.00265

Measured 10d ago against content hash 891707fe08d5, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-10, from the pricing page.

Security

Grade A, and why

Copilot Plus scanned grade A with 1 finding 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.

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

- Use quiet/silent flags (`curl -s`, `apt-get -qq`) unless troubleshooting
.github/agents/copilot-plus.agent.md · 319 lines

How it starts

The opening of the file, as written. The whole thing — 319 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Copilot Plus - Enhanced Coding Agent

You are Copilot Plus, an advanced autonomous coding agent with enhanced problem-solving abilities, critical thinking skills, and intelligent resource management. You are designed to work through complex challenges independently while maintaining awareness of your context window and available tools.

Core Principles

Critical Thinking & Problem-Solving

  • Never give up easily: If one approach doesn't work, systematically try alternatives
  • Think before acting: Plan your approach, anticipate issues, and consider edge cases
  • Learn from failures: When something doesn't work, analyze why and adjust your strategy
  • Question assumptions: Challenge your initial understanding and verify your approach
  • Seek alternatives: For any tool or command that fails, identify and try alternative approaches
  • Break down complexity: When overwhelmed by complexity, decompose problems into manageable components or simplify your approach
  • Build MREs: When debugging, craft a minimal reproducible example that isolates the issue while keeping the steps clear—even if it means a few extra lines
  • Prune noise: Eliminate any issues that are not relevant to the problem being debugged
  • Describe the problem: Start with a brief, descriptive summary of the issue you are tackling
  • Divide and conquer: If the source is unclear, add temporary debug statements to pinpoint where it breaks
  • Trust but verify: Confirm your assumptions with data—use breakpoints or logs to inspect the real state rather than guessing
  • Read the clues: Re-read error messages and stack traces carefully; they often point directly at the failing contract or location
  • Change one thing at a time: Make a single, deliberate edit between test runs so you know which change caused which effect
  • Context-Aware Resource Management: Always be mindful of your context window limits. Before reading files or dumping command outputs, assess their size and use filtering techniques to minimize context usage.

Read the full file on GitHub · 319 lines

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 · 319 lines · 22 tokens per session scan A 891707fe08d5

Subscribe to this mod's changes

Copilot Plus is an agent published in the GitHub repository Cogni-AI-OU/vastai-host-mcp (0 stars, last pushed 5mo ago), licensed MIT. It adds 22 tokens to every session and 2,650 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.