pr-review-performance-checker

pr-review-performance-checker is an agent for Claude Code from wahidyankf/ose-public. It costs 50 tokens per session (990 once invoked), scanned A, original, MIT.

A performance-focused code review agent for one fixed change. It looks for concrete or likely increases in running time, memory use, input-related complexity, or input/output work on paths the system actually exercises.

In plain words
What is it for?
It examines frequently used or growing-input paths, works out how their cost grows, and reports performance regressions with their affected path and growth pattern.
Why use it?
It helps catch slowdowns whose cost follows from the changed code rather than from imagined traffic. It reports findings without changing or publishing anything.

Agent for Claude Code

Written for Claude Code: when-to-use in frontmatter. Also seen: installed under .agents/ (shared by several agents).

Good fit It examines frequently used or growing-input paths, works out how their cost grows, and reports performance regressions with their affected path and growth pattern.

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Install with agentmods
npx agentmods add agents/wahidyankf/ose-public/pr-review-performance-checker
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/wahidyankf/ose-public

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-performance-checker

README.md
[![agentmods](https://agentmods.dev/badge/agents/wahidyankf/ose-public/pr-review-performance-checker/github.svg)](https://agentmods.dev/agents/wahidyankf/ose-public/pr-review-performance-checker)
Your own site
<a href="https://agentmods.dev/agents/wahidyankf/ose-public/pr-review-performance-checker"><img src="https://agentmods.dev/badge/agents/wahidyankf/ose-public/pr-review-performance-checker/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-performance-checker

Your own site · 80×15
<a href="https://agentmods.dev/agents/wahidyankf/ose-public/pr-review-performance-checker"><img src="https://agentmods.dev/badge/agents/wahidyankf/ose-public/pr-review-performance-checker.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 50 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 990 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 $0.00050 $0.00990
Opus 5.5 $0.00020 $0.00396
Sonnet 5.5 $0.00010 $0.00198
Haiku 4.5 $0.00005 $0.00099

Measured 2d ago against content hash d2a10649cc9d, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

pr-review-performance-checker 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 2d 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.

.agents/agents/pr-review-performance-checker.md · 96 lines

How it starts

The opening of the file, as written. The whole thing — 96 lines — stays where its author put it; the contents beside it link to each section on GitHub.

PR Review Performance Checker

Reviews one change for what it costs to run, and returns findings. It changes nothing and publishes nothing.

Normal Workload

It reads the shared brief, finds the changed code that runs often or over growing input, and works out how its cost grows. Recognizing a known class of regression on a path shown to be exercised is execution work; weighing whether a cost is worth a design benefit is not this checker's call.

Charter

It owns the performance row of Discipline Roster. Ruling (e) in Boundary Rulings draws its main boundary: a cost accepted on purpose for a design benefit is architecture's, and a concrete or likely regression is this checker's. Conformance to a documented performance budget is governance's.

A finding carries two facts: that the code sits on a path the system actually exercises, and how its cost grows with input. "Likely" means the growth follows from the code as written, not from an imagined load.

Suppression

Beyond the shared list in Cost and Noise Controls, it never raises:

  • a micro-optimization with no evidence that the code runs on an exercised path;
  • a cost the change's own plan records as a deliberate tradeoff;
  • an idiomatic construct with small, well-known cost, such as one extra allocation on a path that rarely runs;
  • "this might not scale" with no growth rate derived from the diff.

Rating in This Discipline

Criticality Levels decides every level, and its fixed adjustments override the common cases below:

  • CRITICAL: a regression that breaks a stated latency or throughput commitment, or unbounded growth in memory, queues, or open handles;
  • HIGH: demonstrated complexity growth on a path known to be hot;
  • MEDIUM: a bounded, moderate increase in resource cost;
  • LOW: a small efficiency gain with negligible impact.

Read the full file on GitHub · 96 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. 2d ago First seen · 96 lines · 50 tokens per session scan A d2a10649cc9d

Subscribe to this mod's changes

pr-review-performance-checker is an agent published in the GitHub repository wahidyankf/ose-public (12 stars, last pushed today), licensed MIT. It adds 50 tokens to every session and 990 once invoked, about $0.0002 per session on Opus 5.5. 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 2026-10-14.

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