perf-hunter-py

perf-hunter-py is a skill for Claude Code from skyosev/agent-skills. It costs 111 tokens per session (4,070 once invoked), scanned A, original, no licence file.

A guide for finding performance and resource-management problems in Python code, especially code that performs asynchronous work.

In plain words
What is it for?
Use it to review async code, database access, caching, I/O, repeated queries, expensive hot paths, and resource cleanup.
Why use it?
It highlights patterns that can make programs slow, waste memory, block concurrent tasks, or leave resources open.

Skill for Claude Code

Written for Claude Code: disable-model-invocation in frontmatter.

Good fit Use it to review async code, database access, caching, I/O, repeated queries, expensive hot paths, and resource cleanup.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/skyosev/agent-skills/perf-hunter-py
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.

Any agent
npx skills add skyosev/agent-skills --skill perf-hunter-py
Clone the repo
git clone --depth 1 https://github.com/skyosev/agent-skills

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 perf-hunter-py

README.md
[![agentmods](https://agentmods.dev/badge/skills/skyosev/agent-skills/perf-hunter-py/github.svg)](https://agentmods.dev/skills/skyosev/agent-skills/perf-hunter-py)
Your own site
<a href="https://agentmods.dev/skills/skyosev/agent-skills/perf-hunter-py"><img src="https://agentmods.dev/badge/skills/skyosev/agent-skills/perf-hunter-py/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 perf-hunter-py

Your own site · 80×15
<a href="https://agentmods.dev/skills/skyosev/agent-skills/perf-hunter-py"><img src="https://agentmods.dev/badge/skills/skyosev/agent-skills/perf-hunter-py.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 111 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 4,070 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 2 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 $0.00111 $0.04070
Opus 5 $0.00056 $0.02035
Sonnet 5 $0.00022 $0.00814
Haiku 4.5 $0.00011 $0.00407

Measured 9d ago against content hash 4c173c485fb0, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-09, from the pricing page.

Security

Grade A, and why

perf-hunter-py scanned grade A with 2 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 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.

Makes network callslowCapability

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

- `requests.get()` / `requests.post()` inside `async def`

Runs shell commandslowCapability

Expected in a hook, worth knowing in a rule or an instructions file.

- `subprocess.run()` inside `async def` (should be `asyncio.create_subprocess_exec()`)
hunter-party-py/perf-hunter-py/SKILL.md · 369 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 First seen · 369 lines · 111 tokens per session scan A 4c173c485fb0

Subscribe to this mod's changes

perf-hunter-py is a skill published in the GitHub repository skyosev/agent-skills (5 stars, last pushed 1mo ago), with no licence file. It adds 111 tokens to every session and 4,070 once invoked, about $0.0006 per session on Opus 5. A static security scan graded it A with 2 findings (makes network calls, runs shell commands). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.