Agent skill

Misq Topic Selection

by franklee16 in franklee16/academic-research-skills

A skill your agent uses when shaping or stress-testing a research question for MIS Quarterly — confirming it is a genuine information-systems question, naming which of the four IS traditions…

No licenceAuto-check passedTesting & QA

Install Misq Topic Selection

skills CLI
$ npx skills add franklee16/academic-research-skills --skill misq-topic-selection -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install franklee16/academic-research-skills misq-topic-selection --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/Awesome-Journal-Skills-main/MIS-Quarterly-Skills/skills/misq-topic-selection .claude/skills/misq-topic-selection && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
misq-topic-selection
GitHub stars
223
Used in
1 other repo
Token cost
~1k tokens
SKILL.md length
454 words
Files
1
Skills in repo
1,616
Repo updated
First seen
Licence
None found

At a glance

A skill your agent uses when shaping or stress-testing a research question for MIS Quarterly — confirming it is a genuine information-systems question, naming which of the four IS traditions…

  • Stress-testing a research question for MIS Quarterly — confirming it is a genuine information-systems question
  • SKILL.md covers When to trigger, Is it an information-systems…, Name the tradition — it… and Choose the matching manuscript…, plus 3 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
  • Naming which of the four IS traditions (behavioral

What it does

Misq Topic Selection is an agent skill from franklee16/academic-research-skills. Use when shaping or stress-testing a research question for MIS Quarterly — confirming it is a genuine information-systems question, naming which of the four IS traditions (behavioral, design science, economics, organizational) it lives in, and choosing the matching manuscript category before any data are collected or any artifact is built.

Its SKILL.md is about 1k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Testing & QA, covering Load testing and Hypothesis generation. The repository describes itself as: Comprehensive collection of Claude Code skills for academic research in economics, finance, and social sciences.

When your agent uses it

  • Stress-testing a research question for MIS Quarterly — confirming it is a genuine information-systems question
  • Naming which of the four IS traditions (behavioral
  • Organizational) it lives in
  • Choosing the matching manuscript category before any data are collected

Example prompts

  • “/misq-topic-selection”

What it can do on your machine

Read from SKILL.md and the folder at commit 9a4b2db. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Misq Topic Selection loads about 1k tokens when it runs. Until then it costs about 91 tokens; SKILL.md has 454 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~91
When it runs · the whole SKILL.md, loaded when a task matches
~1k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

Without a licence we can't republish the file, so here is its outline and opening line. It has 454 words (~1,020 tokens).

“MISQ publishes research on the development, use, impact, management, and economics of information technology — IT-based services, the management of IT resources, and the use and impact of IT with managerial, organizational, and societal implications. The IT artifact (a system…”

— opening of SKILL.md by franklee16
name
misq-topic-selection

Read the full SKILL.md on GitHub

Files

Just SKILL.md in Awesome-Journal-Skills-main/MIS-Quarterly-Skills/skills/misq-topic-selection of franklee16/academic-research-skills.

Open the folder on GitHubat commit 9a4b2db

Used in 1 other repository

We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in franklee16/academic-research-skills, which our catalogue first saw on October 7, 2026.

Compare with similar skills

Misq Topic Selection next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Misq Topic Selection compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Misq Topic Selection this skillfranklee16/academic-research-skills2231 repos~1kAutomated safety check: PassNone
Get Available ResourcesK-Dense-AI/scientific-agent-skills48k1 repos~2.9kAutomated safety check: PassMIT
Data Finderbrycewang-stanford/Auto-Empirical-Research-Skills4.5k—~1.7kAutomated safety check: PassCustom licence
Epi Demand Funnelhh-health-AI/healthcare-equity101—~822Automated safety check: PassMIT
Research Refineappleweiping/WEIPING_WIKI119—~887Automated safety check: PassMIT
Advmat Methodsbrycewang-stanford/Awesome-Journal-Skills1.2k—~1.5kAutomated safety check: PassMIT

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Questions about Misq Topic Selection

What does Misq Topic Selection do?

A skill your agent uses when shaping or stress-testing a research question for MIS Quarterly — confirming it is a genuine information-systems question, naming which of the four IS traditions…. Misq Topic Selection is an agent skill from franklee16/academic-research-skills. Use when shaping or stress-testing a research question for MIS Quarterly — confirming it is a genuine information-systems question, naming which of the four IS traditions (behavioral, design science, economics, organizational) it lives in, and choosing the matching manuscript category before any data are collected or any artifact is built.

When should I use Misq Topic Selection?

Misq Topic Selection fits situations like: stress-testing a research question for MIS Quarterly — confirming it is a genuine information-systems question; naming which of the four IS traditions (behavioral; organizational) it lives in; choosing the matching manuscript category before any data are collected.

How do I install Misq Topic Selection in Claude Code?

Run `npx skills add franklee16/academic-research-skills --skill misq-topic-selection -a claude-code`. Or copy the skill folder (Awesome-Journal-Skills-main/MIS-Quarterly-Skills/skills/misq-topic-selection in franklee16/academic-research-skills) into .claude/skills/misq-topic-selection in your project. Claude Code loads it when a task matches its description.

How do I install Misq Topic Selection in Codex?

Run `npx skills add franklee16/academic-research-skills --skill misq-topic-selection -a codex`. Or copy the skill folder (Awesome-Journal-Skills-main/MIS-Quarterly-Skills/skills/misq-topic-selection in franklee16/academic-research-skills) into .agents/skills/misq-topic-selection in your project. Codex loads it when a task matches its description.

Can I use Misq Topic Selection in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add franklee16/academic-research-skills --skill misq-topic-selection -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/misq-topic-selection, .gemini/skills/misq-topic-selection, .github/skills/misq-topic-selection and .opencode/skills/misq-topic-selection in your project.

What does Misq Topic Selection need to run?

SKILL.md names no scripts, command-line tools or credentials: Misq Topic Selection is instructions for the agent only.

Does Misq Topic Selection access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Misq Topic Selection safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Misq Topic Selection use?

No licence was found for Misq Topic Selection or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Misq Topic Selection use?

About 1k tokens (SKILL.md is roughly 4.1k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Misq Topic Selection?

Skills that share tags, products or a category with Misq Topic Selection: Get Available Resources (K-Dense-AI/scientific-agent-skills, 48k stars), Data Finder (brycewang-stanford/Auto-Empirical-Research-Skills, 4.5k stars), Epi Demand Funnel (hh-health-AI/healthcare-equity, 101 stars) and Research Refine (appleweiping/WEIPING_WIKI, 119 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Misq Topic Selection?

franklee16 (a GitHub user) maintains it in franklee16/academic-research-skills, which has 223 GitHub stars. The repository holds 1,616 skills in this directory. The repository was last updated on September 18, 2026.

Source: franklee16/academic-research-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.