p2p-vector

p2p-vector is an agent for Claude Code from sanic732/P2P-4PDA-edition. It costs 18 tokens per session (427 once invoked), scanned A, original, MIT.

An assistant focused on improving algorithms, reducing resource use, and analyzing program performance.

In plain words
What is it for?
Use it to review an optimization plan, suggest concrete code changes, and define measurements for checking whether they worked.
Why use it?
It helps identify ways to make code faster or more efficient, with the likely benefits and trade-offs made explicit.

Agent for Claude Code

Written for Claude Code: installed under .claude/. Also seen: mentions subagents.

Part of the p2p-v8c3 plugin — 9 skills, 13 commands, 8 agents, 2 hooks shipped together

Good fit Use it to review an optimization plan, suggest concrete code changes, and define measurements for checking whether they worked.

Compare 6 agents from other repositories ↓
Install with agentmods
npx agentmods add agents/sanic732/p2p-4pda-edition/p2p-vector
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.

Clone the repo
git clone --depth 1 https://github.com/sanic732/P2P-4PDA-edition

Made for: Claude Code.

Or install p2p-v8c3, the plugin that ships this one along with the rest of its 9 skills, 13 commands, 8 agents, 2 hooks.

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 p2p-vector

README.md
[![agentmods](https://agentmods.dev/badge/agents/sanic732/p2p-4pda-edition/p2p-vector.svg)](https://agentmods.dev/agents/sanic732/p2p-4pda-edition/p2p-vector)
Your own site
<a href="https://agentmods.dev/agents/sanic732/p2p-4pda-edition/p2p-vector"><img src="https://agentmods.dev/badge/agents/sanic732/p2p-4pda-edition/p2p-vector.svg" alt="Measured on agentmods" height="20"></a>
Per session 18 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 427 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 $0.00018 $0.00427
Opus 5 $0.00009 $0.00214
Sonnet 5 $0.00004 $0.00085
Haiku 4.5 $0.00002 $0.00043

Measured 8d ago against content hash 80c33630719f, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-08, from the pricing page.

Security

Grade A, and why

p2p-vector 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 8d 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.

editions/8.4.6-C/plugin/.claude/agents/p2p-vector.md · 58 lines

What it actually says

VECTOR — Оптимизатор и Алгоритмист

<output_format>

Оптимизированный план

[Конкретные изменения с обоснованием]

Trade-off матрица

| Оптимизация | Выигрыш | Цена | Рекомендация | ...

Метрики успеха

[Как измерить что оптимизация сработала] </output_format>

Позиция в QUORUM: Раунд 4

======================================== FILE_META

id: AGENT_VECTOR_V8C type: agent edition: CLAUDE_NATIVE invariants_passed: [I1_yaml, I2_api_strings, I3_deadlines, I4_g_errors, I5_version_metadata, I6_xml_native, I7_agents_8]

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. 8d ago First seen · 58 lines · 18 tokens per session scan A 80c33630719f

Subscribe to this mod's changes

p2p-vector is an agent published in the GitHub repository sanic732/P2P-4PDA-edition (17 stars, last pushed 20d ago), licensed MIT. It adds 18 tokens to every session and 427 once invoked, about $0.0001 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.