Advanced Research & Fact-Check Guide Agent Skill

Provides structured templates and IFCN-based workflows for high-integrity fact-checking and deep research tasks.

Context cost
5.8k tokensestimated from the bundle, loaded when it triggers
Bundle
2 files · 23.0 kBtext throughout, nothing executable
Licence
MITthe author’s own terms
Last change
—v3.3.0
Servers it uses
Noneruns standalone

What it does

Use when composing factcheck or research prompts — IFCN 원칙 기반 검증 워크플로우와 일반 리서치 템플릿을 담은 레퍼런스의 라우팅 인덱스. 본문 = references/full.md.

What this skill changes about the agent has not been set out here as a list. Its SKILL.md, shown below, says it in the author’s own words.

contentresearch

The skill itself

A skill is instructions the model reads, and here they are in full: the front matter loads with every session, and the body below it loads when the skill triggers. The other files in the bundle are listed further down.

SKILL.md1.4 kB
--- name: research-prompt-guide disable-model-invocation: true references: - prompt-engineering-guide - context-engineering-collection - gpt-5.6-prompt-enhancement version: 3.3.0 updated: 2026-07-29 ---
13# research-prompt-guide — 라우팅 인덱스
14
15> **전체 본문 = [references/full.md](references/full.md)** (약 650줄). 내용 수정은 full.md 에만.
16> ⚠️ /prompt 팩트체크·리서치 게이트의 **베이스 템플릿 기준 파일은 prompt-engineering-guide** 쪽(LoopFactChecker·QuickFactCheck·StructuredResearch_v1.0 — [../prompt-engineering-guide/references/full.md](../prompt-engineering-guide/references/full.md)). 본 파일은 워크플로·출력 형식 보조.
17
18## 섹션 맵 (grep 앵커 — 줄번호는 as-of 2026-07-29 참고값)
19
20| 목적 | grep 앵커 | 위치(참고) |
21|---|---|---|
22| 팩트체크 프롬프트 | ## 1. 팩트체크 프롬프트 | L18 |
23| 일반 리서치 프롬프트 | ## 2. 일반 리서치 프롬프트 | L194 |
24| 모델별 최적화 | ## 3. 모델별 최적화 | L386 |
25| 전문가 3인 퇴고 | ## 4. 품질 관리: 전문가 3인 퇴고 | L497 |
26| 출력 형식 가이드 | ## 5. 출력 형식 가이드 | L555 |
27
This is the whole of SKILL.md. Install the skill to get it and everything beside it.
In the file
SKILL.md157 words
Files2
LicenceMIT
Why you can read it

Nothing in a skill executes. The client loads the text and the model follows it, so a skill can be audited the way a runbook is — by reading it.

What it costs in context

Skills are not billed by the call. They are paid for in context: every token the instructions occupy is a token your code, your diff and your conversation cannot use. Here is what this one takes and when it takes it.

≈90
always loaded
The name and description, so the model knows the skill exists and when to reach for it.
5,660
on trigger
The instruction body and 1 supporting file, read only when the skill fires.
2.9%
of a 200k window
Ten skills this size would take about 29% of the window before you open a file.
050k100k150k200k context window

5.8k tokens, estimated from the bundle at four bytes to the token, held for the rest of the session once it triggers. Heavy. Teams tend to install this one per project rather than globally, and load it only when the job comes up.

Servers bill, skills cost

A server charges by the month. A skill charges once per session, in context, and then keeps charging it for as long as the session lives.

Before and after

The same question, put to the same model twice: once as it comes, and once with these instructions loaded.

No worked example has been published for this skill yet.

The procedure it runs

The procedure has not been set out here step by step. It is in the body of its SKILL.md, shown in full above.

Prose, not code

These steps are written for a model to follow, not executed by a runtime. It can still be told to skip one, and it will say so when it does.

Servers it uses

None. This skill calls no MCP servers at all.

Everything it needs is in the instructions, so it works in a project with nothing connected — the model reads the file and changes how it works with what it can already reach.

Its SKILL.md does not declare which tools it asks the agent for, so what it touches is whatever the instructions themselves ask for — read them before you install it.

What it asks for
Writes filesnot declared
Network accessnot declared

This SKILL.md carries no allowed-tools line, so neither is declared. A skill grants no permissions of its own — it can only ask for tools your client already has.

What it will not do

Every skill is narrow, and the useful ones say where they stop. These are the jobs this one is the wrong tool for.

What this skill is not for has not been published here. Nothing is implied by that: it is a section the author has not filled in.

What is in the bundle

2 files, 23.0 kB on disk. A bundle is text throughout: the instructions the model reads, plus the templates it fills in.

  • SKILL.md1.4 kB
  • references/full.md21.6 kB
What is not in it

No dependencies and nothing executable: a skill is text the agent reads, so the bundle is 2 files you can review in full before installing. The MIT licence covers the templates and examples as well as the instructions.

Install

Installing copies the bundle into your project. Nothing runs at install time — the files sit on disk until the model reads them.

# Advanced Research & Fact-Check Guide · 5.8k tokens when loaded · macOS, Linux mkdir -p .claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/advanced-research-fact-check-guide/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/advanced-research-fact-check-guide" ] && { [ ! -e .claude/skills/advanced-research-fact-check-guide ] || { mv .claude/skills/advanced-research-fact-check-guide "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/advanced-research-fact-check-guide" .claude/skills/ && echo "Installed .claude/skills/advanced-research-fact-check-guide"
On Windows, or any OS with Node 20+
npx mcprush@latest skill add treylom/advanced-research-fact-check-guide

Windows PowerShell says 'running scripts is disabled on this system'? Run Set-ExecutionPolicy -Scope CurrentUser RemoteSigned once, or type npx.cmd instead of npx (codex.cmd, gemini.cmd, grok.cmd likewise). PowerShell 7 needs neither. Writes to .claude/skills/advanced-research-fact-check-guide/ in the current project. For every project instead, run mkdir -p ~/.claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/advanced-research-fact-check-guide/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/advanced-research-fact-check-guide" ] && { [ ! -e ~/.claude/skills/advanced-research-fact-check-guide ] || { mv ~/.claude/skills/advanced-research-fact-check-guide "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/advanced-research-fact-check-guide" ~/.claude/skills/ && echo "Installed ~/.claude/skills/advanced-research-fact-check-guide" (macOS, Linux) — or add --global to the npx line. The curl line replaces .claude/skills/advanced-research-fact-check-guide/ only after the download succeeds, so files left there by another skill of the same name, or by an older release, do not mix in. A copy already there is moved aside, not deleted, and the line prints where. It appears as research-prompt-guide in Gemini CLI, Codex, Copilot and Grok (its own name); Claude Code lists it by the folder name, advanced-research-fact-check-guide.

Which clients pick it up on their own

A skill is a folder of text. Most of these read a skills folder and pick it up without being told; the rest take the same folder another way — an upload in the app, a parameter on an API call — and then choose it by its description just the same.

Claude Code.claude/skills/
Claude DesktopCustomize › Skills
ChatGPTSkills › Create › Upload
Cursor.cursor/skills/
VS Code.github/skills/
Codex CLI.agents/skills/
Gemini CLI.gemini/skills/
Grok Build.grok/skills/
Microsoft CopilotSkills › Upload a skill
PerplexityComputer › Skills › Upload a skill
DeepSeek Harness.dsh/skills/
Zed.agents/skills/
Devin Desktop.devin/skills/
Windsurf (legacy).windsurf/skills/
OpenAI Agents SDKInstructions or sandbox Skills
HTTP / APIa request parameter
This release
Version3.3.0
Publishedno release date on file
PriceFree
Referencetreylom/advanced-research-fact-check-guide

Versions

v3.3.0 is what is on the shelf; no release here carries a date. Instructions change more often than APIs do — a skill can be rewritten entirely without anything it depends on moving.

v3.3.0
  • No earlier releases have been published to the marketplace.
Pinning

The install command always fetches the release that is current the day you run it — v3.3.0 today — and cannot ask for an earlier one. The copy on your disk does not change until you run it again.

Reviews

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Anybody with an account, one review each. It carries the version that was current when you wrote it, and the publisher may reply once.

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