pr-review-implementation-agent

pr-review-implementation-agent is an agent for Claude Code from benbrastmckie/nvim. It costs 26 tokens per session (4,443 once invoked), scanned C, original, no licence file.

A coding agent that reads research about a pull request review and writes a reply in Markdown or Zulip format.

In plain words
What is it for?
It helps prepare replies to pull request reviews, including responses saved as pr-response.md or zulip-response.md.
Why use it?
It reduces the manual work of turning review findings into a response for the project’s preferred discussion channel.

Agent for Claude Code

Written for Claude Code: a Claude Code subagent (agents/*.md). Also seen: model in frontmatter.

Good fit It helps prepare replies to pull request reviews, including responses saved as pr-response.md or zulip-response.md.

Compare 6 agents from other repositories ↓
Install with agentmods
npx agentmods add agents/benbrastmckie/nvim/pr-review-implementation-agent
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/benbrastmckie/nvim

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 pr-review-implementation-agent

README.md
[![agentmods](https://agentmods.dev/badge/agents/benbrastmckie/nvim/pr-review-implementation-agent/github.svg)](https://agentmods.dev/agents/benbrastmckie/nvim/pr-review-implementation-agent)
Your own site
<a href="https://agentmods.dev/agents/benbrastmckie/nvim/pr-review-implementation-agent"><img src="https://agentmods.dev/badge/agents/benbrastmckie/nvim/pr-review-implementation-agent/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 pr-review-implementation-agent

Your own site · 80×15
<a href="https://agentmods.dev/agents/benbrastmckie/nvim/pr-review-implementation-agent"><img src="https://agentmods.dev/badge/agents/benbrastmckie/nvim/pr-review-implementation-agent.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 26 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 4,443 The whole file, excluding the scripts and references it only reads on demand.
Security scan C 1 finding. 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 $0.00026 $0.04443
Opus 5.5 $0.00010 $0.01777
Sonnet 5.5 $0.00005 $0.00889
Haiku 4.5 $0.00003 $0.00444

Measured 9d ago against content hash 56efaf09e4ec, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade C, and why

pr-review-implementation-agent scanned grade C 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 9d 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.

Hidden instructionshighPrompt injection

Directives inside HTML comments, invisible characters or bidirectional overrides are read by the model and not by the person reviewing the file.

<!-- Send: zulip-send --stream="{stream_name}" --subject="{topic}" -->
agent-system/extensions/cslib/agents/pr-review-implementation-agent.md · 465 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. 9d ago Changed · +2 lines 56efaf09e4ec
  2. 10d ago Changed 095c04ebe440
  3. 11d ago Changed · +12 lines 0cc379e050e7
  4. 18d ago Changed · +30 lines d2c20a844a0e
  5. 1mo ago Changed · +8 lines 449ad649e871
  6. 1mo ago First seen · 413 lines · 26 tokens per session scan C 53ba4693df19

Subscribe to this mod's changes

pr-review-implementation-agent is an agent published in the GitHub repository benbrastmckie/nvim (443 stars, last pushed 2d ago), with no licence file. It adds 26 tokens to every session and 4,443 once invoked, about $0.0001 per session on Opus 5.5. A static security scan graded it C with 1 finding (hidden instructions). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.

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