dym-arex-skill-chay-viec-researcher

dym-arex-skill-chay-viec-researcher is a skill for Claude Code from Rheinmir/setup. It costs 57 tokens per session (1,504 once invoked), scanned A, original, MIT.

A shell-based research mode for giving an agent a specific goal and letting it choose installed skills, perform the work, and check its results.

In plain words
What is it for?
Use it to run tasks such as benchmarking software under matching conditions or fixing tests and running the relevant test suite.
Why use it?
It provides a repeatable way to run research tasks while preserving session files, scripts, configuration, and measurements.

Skill for Claude Code

Written for Claude Code: disable-model-invocation in frontmatter. Also seen: mentions Claude Code; mentions Codex.

Good fit Use it to run tasks such as benchmarking software under matching conditions or fixing tests and running the relevant test suite.

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Install with agentmods
npx agentmods add skills/rheinmir/setup/dym-arex-skill-chay-viec-researcher
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 Rheinmir/setup --skill dym-arex-skill-chay-viec-researcher
Clone the repo
git clone --depth 1 https://github.com/Rheinmir/setup

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 dym-arex-skill-chay-viec-researcher

README.md
[![agentmods](https://agentmods.dev/badge/skills/rheinmir/setup/dym-arex-skill-chay-viec-researcher/github.svg)](https://agentmods.dev/skills/rheinmir/setup/dym-arex-skill-chay-viec-researcher)
Your own site
<a href="https://agentmods.dev/skills/rheinmir/setup/dym-arex-skill-chay-viec-researcher"><img src="https://agentmods.dev/badge/skills/rheinmir/setup/dym-arex-skill-chay-viec-researcher/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 dym-arex-skill-chay-viec-researcher

Your own site · 80×15
<a href="https://agentmods.dev/skills/rheinmir/setup/dym-arex-skill-chay-viec-researcher"><img src="https://agentmods.dev/badge/skills/rheinmir/setup/dym-arex-skill-chay-viec-researcher.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 57 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,504 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 $0.00057 $0.01504
Opus 5.5 $0.00023 $0.00602
Sonnet 5.5 $0.00011 $0.00301
Haiku 4.5 $0.00006 $0.00150

Measured yesterday against content hash 2f5122aac875, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

dym-arex-skill-chay-viec-researcher 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 yesterday.

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.

.overstack/doyourmagic/arex-skill/skills/dym-arex-skill-chay-viec-researcher/SKILL.md · 118 lines

How it starts

The opening of the file, as written. The whole thing — 118 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Skill: dym-arex-skill-chay-viec-researcher — Chạy việc nghiên cứu ở Researcher mode (shell)

Vì sao dùng: Đây là đường dùng chính hằng ngày — giao một mục tiêu nghiên cứu cụ thể, để router chọn skill và agent tự chạy + tự kiểm chứng. Sinh ra cái gì: Session file, sản phẩm thật trong thư mục làm việc (script, config, số đo), và output trên stdout theo --mode.

File này chỉ có lệnh shell. Lệnh gõ trong TUI nằm ở 08-lenh-chat-trong-tui.md.


1. Tương tác

disco                      # Researcher là mode MẶC ĐỊNH
disco --researcher         # nói rõ ra, cho session mới

Ví dụ prompt gõ ở dấu nhắc:

Use the installed skills to benchmark vLLM and SGLang on this machine under the same model, workload, and hardware constraints. Report verified throughput and preserve the commands and measurements needed to reproduce the comparison.

2. Một phát rồi thoát (-p / --print)

disco -p "Fix the failing tests in this repository and run the relevant test suite"

disco --researcher -p "Benchmark vLLM and SGLang with the same model and workload on this machine. Tune each server under identical hardware and memory constraints, report the best verified throughput for each, and preserve the commands and measurements needed to reproduce the comparison."

Exit code của print mode (đọc từ modes/print-mode.ts, không phải từ README):

Tình huống Exit
Hoàn tất bình thường 0
Message cuối của assistant có stopReason là error hoặc aborted — lỗi in ra stderr 1
Nhận SIGHUP 129
Nhận SIGTERM 143

Nghĩa là: exit 0 không đảm bảo nhiệm vụ nghiên cứu thành công, chỉ đảm bảo phiên agent kết thúc không lỗi. Muốn gác chất lượng thì phải tự kiểm sản phẩm nó tạo ra.

3. Gọi thẳng một skill khi đã biết chính xác cần gì

disco --researcher -p "/skill:vllm determine and verify the highest-throughput vLLM configuration for <model and workload>"

Quy ước tên lệnh là skill:<tên-skill> (dựng trong agent-session.ts / interactive-mode.ts / rpc-mode.ts). Gọi thẳng thì bỏ qua bước router, tiết kiệm lượt và dễ audit hơn.

Read the full file on GitHub · 118 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. yesterday First seen · 118 lines · 57 tokens per session scan A 2f5122aac875

Subscribe to this mod's changes

dym-arex-skill-chay-viec-researcher is a skill published in the GitHub repository Rheinmir/setup (11 stars, last pushed 20d ago), licensed MIT. It adds 57 tokens to every session and 1,504 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 2026-11-07.

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