MCM-AI-Assistant: Agent for Claude Code

.claude/agents/p1-gate.md

p1-gate is an agent for Claude Code from steven-jzt/MCM-AI-Assistant. It costs 47 tokens per session (478 once invoked), scanned A, original, no licence file.

A read-only quality check performed before a full computation run, described in Chinese as a P1 gate.

In plain words
What is it for?
Use it to verify the minimum runnable result, review data-selection choices, and check which candidate models remain after comparison.
Why use it?
It can catch problems before expensive processing begins, including an unusable result, unsuitable data filtering, or weak candidate models.

Agent for Claude Code

Written for Claude Code: installed under .claude/.

This is steven-jzt/MCM-AI-Assistant's own configuration. It tells Claude Code how to work on MCM-AI-Assistant 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 MCM-AI-Assistant configures →

Reuse

Borrowing it

Nothing to install: this file belongs to steven-jzt/MCM-AI-Assistant. 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/steven-jzt/MCM-AI-Assistant/main/.claude/agents/p1-gate.md
Clone the repo
git clone --depth 1 https://github.com/steven-jzt/MCM-AI-Assistant

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 p1-gate

README.md
[![agentmods](https://agentmods.dev/badge/agents/steven-jzt/mcm-ai-assistant/p1-gate/github.svg)](https://agentmods.dev/agents/steven-jzt/mcm-ai-assistant/p1-gate)
Your own site
<a href="https://agentmods.dev/agents/steven-jzt/mcm-ai-assistant/p1-gate"><img src="https://agentmods.dev/badge/agents/steven-jzt/mcm-ai-assistant/p1-gate/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 p1-gate

Your own site · 80×15
<a href="https://agentmods.dev/agents/steven-jzt/mcm-ai-assistant/p1-gate"><img src="https://agentmods.dev/badge/agents/steven-jzt/mcm-ai-assistant/p1-gate.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 47 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 478 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 unknown 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 $0.00047 $0.00478
Opus 5 $0.00023 $0.00239
Sonnet 5 $0.00009 $0.00096
Haiku 4.5 $0.00005 $0.00048

Measured 11d ago against content hash 2dfac6913e25, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-10, from the pricing page.

Security

Grade A, and why

p1-gate 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 11d 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/p1-gate.md · 41 lines

The source is not reproduced here

No licence file

A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.

Read it on GitHub

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. 11d ago First seen · 41 lines · 47 tokens per session scan A 2dfac6913e25

Subscribe to this mod's changes

p1-gate is an agent published in the GitHub repository steven-jzt/MCM-AI-Assistant (5 stars, last pushed today), with no licence file. It adds 47 tokens to every session and 478 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.