Claude Academy Guide
anthropics/skills
Adds a matching Claude Academy course, tutorial or use case to the end of an answer about learning to use Claude, but only when the match is strong.
A skill your agent uses when the theoretical puzzle is the bottleneck for an Academy of Management Review (AMR) manuscript — deciding whether an idea is theory-worthy and AMR-fit before any…
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Install Amr Topic Selection
$ npx skills add franklee16/academic-research-skills --skill amr-topic-selection -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install franklee16/academic-research-skills amr-topic-selection --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ 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/Academy-of-Management-Review-Skills/skills/amr-topic-selection .claude/skills/amr-topic-selection && rm -rf skills-srcUse ~/.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/
Install the "amr-topic-selection" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Academy-of-Management-Review-Skills/skills/amr-topic-selection into .claude/skills/amr-topic-selection/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "amr-topic-selection", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Academy-of-Management-Review-Skills/skills/amr-topic-selectionType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add franklee16/academic-research-skills --skill amr-topic-selection -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install franklee16/academic-research-skills amr-topic-selection --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/Awesome-Journal-Skills-main/Academy-of-Management-Review-Skills/skills/amr-topic-selection .agents/skills/amr-topic-selection && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "amr-topic-selection" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Academy-of-Management-Review-Skills/skills/amr-topic-selection into .agents/skills/amr-topic-selection/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "amr-topic-selection", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add franklee16/academic-research-skills --skill amr-topic-selection -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install franklee16/academic-research-skills amr-topic-selection --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/Awesome-Journal-Skills-main/Academy-of-Management-Review-Skills/skills/amr-topic-selection .cursor/skills/amr-topic-selection && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "amr-topic-selection" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Academy-of-Management-Review-Skills/skills/amr-topic-selection into .cursor/skills/amr-topic-selection/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "amr-topic-selection", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/franklee16/academic-research-skills.git --path Awesome-Journal-Skills-main/Academy-of-Management-Review-Skills/skills/amr-topic-selection--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add franklee16/academic-research-skills --skill amr-topic-selection -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install franklee16/academic-research-skills amr-topic-selection --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/Awesome-Journal-Skills-main/Academy-of-Management-Review-Skills/skills/amr-topic-selection .gemini/skills/amr-topic-selection && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "amr-topic-selection" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Academy-of-Management-Review-Skills/skills/amr-topic-selection into .gemini/skills/amr-topic-selection/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "amr-topic-selection", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install franklee16/academic-research-skills amr-topic-selectionInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add franklee16/academic-research-skills --skill amr-topic-selection -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/Awesome-Journal-Skills-main/Academy-of-Management-Review-Skills/skills/amr-topic-selection .github/skills/amr-topic-selection && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "amr-topic-selection" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Academy-of-Management-Review-Skills/skills/amr-topic-selection into .github/skills/amr-topic-selection/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "amr-topic-selection", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add franklee16/academic-research-skills --skill amr-topic-selection -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install franklee16/academic-research-skills amr-topic-selection --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/Awesome-Journal-Skills-main/Academy-of-Management-Review-Skills/skills/amr-topic-selection .opencode/skills/amr-topic-selection && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "amr-topic-selection" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Academy-of-Management-Review-Skills/skills/amr-topic-selection into .opencode/skills/amr-topic-selection/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "amr-topic-selection", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
amr-topic-selection- GitHub stars
- 223
- Used in
- 1 other repo
- Token cost
- ~1.3k tokens
- SKILL.md length
- 669 words
- Files
- 1
- Skills in repo
- 1,617
- Repo updated
- First seen
- Licence
- None found
At a glance
A skill your agent uses when the theoretical puzzle is the bottleneck for an Academy of Management Review (AMR) manuscript — deciding whether an idea is theory-worthy and AMR-fit before any…
- Works in 6 steps: Is it conceptual? AMR publishes no data.… → Is there a genuine puzzle / tension /… → Whose theory is at stake? Name the… → …
- SKILL.md covers When to trigger, The AMR fit test, Sources of a strong AMR puzzle and From phenomenon to puzzle…, plus 3 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Amr Topic Selection is an agent skill from franklee16/academic-research-skills. Use when the theoretical puzzle is the bottleneck for an Academy of Management Review (AMR) manuscript — deciding whether an idea is theory-worthy and AMR-fit before any theorizing begins. Frames the puzzle; it does NOT build constructs (that is amr-theory-development) or design any empirical study (AMR has none).
Its SKILL.md is about 1.3k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
The repository describes itself as: Comprehensive collection of Claude Code skills for academic research in economics, finance, and social sciences.
Example prompts
- “/amr-topic-selection”
Workflow steps
6 steps, taken from the first numbered list in SKILL.md.
- Is it conceptual? AMR publishes no data. If the natural next step is "collect a sample," stop — that is AMJ/ASQ/SMJ. AMR builds the theory…
- Is there a genuine puzzle / tension / contradiction? A gap ("no one has studied Z") is NOT a puzzle. A puzzle is a place where current…
- Whose theory is at stake? Name the existing theory you will challenge and extend. If you cannot, route to amr-literature-positioning.
- Will it change how scholars think? AMR asks for theory that reorients a conversation, not an incremental relabeling.
- Does it yield testable knowledge-based claims? AMR's scope requires submissions to "extend theory in ways that develop testable…
- Is the scope a journal article, not a book? One focused theoretical move, fully developed.
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
Amr Topic Selection loads about 1.3k tokens when it runs. Until then it costs about 84 tokens; SKILL.md has 669 words of instructions outside code blocks.
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 669 words (~1,303 tokens).
“AMR wants a theoretical puzzle, not a topic. A topic is "leadership and remote work." A puzzle is "existing leadership theory predicts X, yet under condition C we should see not-X — and no current theory resolves the contradiction." Run…”
- name
- amr-topic-selection
Files
Just SKILL.md in Awesome-Journal-Skills-main/Academy-of-Management-Review-Skills/skills/amr-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
Amr 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Amr Topic Selection this skillfranklee16/academic-research-skills | 223 | 1 repos | ~1.3k | Automated safety check: Pass | None | |
| Claude Academy Guideanthropics/skills | 180k | 3 repos | ~1.9k | Automated safety check: Pass | Apache-2.0 | |
| Puzzle Activity Plannersickn33/agentic-awesome-skills | 47k | 1 repos | ~790 | Automated safety check: Pass | MIT | |
| Supply-Chain Bottleneck HunterHKUDS/Vibe-Trading | 35k | — | ~2.7k | Automated safety check: Pass | MIT | |
| TopicsZimoLiao/scholaraio | 577 | — | ~294 | Automated safety check: Pass | MIT | |
| Puzzlegamedev-skills/awesome-gamedev-agent-skills | 1.4k | — | ~1.7k | Automated safety check: Pass | Apache-2.0 |
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Questions about Amr Topic Selection
What does Amr Topic Selection do?
A skill your agent uses when the theoretical puzzle is the bottleneck for an Academy of Management Review (AMR) manuscript — deciding whether an idea is theory-worthy and AMR-fit before any…. Amr Topic Selection is an agent skill from franklee16/academic-research-skills. Use when the theoretical puzzle is the bottleneck for an Academy of Management Review (AMR) manuscript — deciding whether an idea is theory-worthy and AMR-fit before any theorizing begins.
How do I install Amr Topic Selection in Claude Code?
Run `npx skills add franklee16/academic-research-skills --skill amr-topic-selection -a claude-code`. Or copy the skill folder (Awesome-Journal-Skills-main/Academy-of-Management-Review-Skills/skills/amr-topic-selection in franklee16/academic-research-skills) into .claude/skills/amr-topic-selection in your project. Claude Code loads it when a task matches its description.
How do I install Amr Topic Selection in Codex?
Run `npx skills add franklee16/academic-research-skills --skill amr-topic-selection -a codex`. Or copy the skill folder (Awesome-Journal-Skills-main/Academy-of-Management-Review-Skills/skills/amr-topic-selection in franklee16/academic-research-skills) into .agents/skills/amr-topic-selection in your project. Codex loads it when a task matches its description.
Can I use Amr 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 amr-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/amr-topic-selection, .gemini/skills/amr-topic-selection, .github/skills/amr-topic-selection and .opencode/skills/amr-topic-selection in your project.
What does Amr Topic Selection need to run?
SKILL.md names no scripts, command-line tools or credentials: Amr Topic Selection is instructions for the agent only.
Does Amr 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 Amr 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 Amr Topic Selection use?
No licence was found for Amr Topic Selection or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Amr Topic Selection use?
About 1.3k tokens (SKILL.md is roughly 5.2k 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 Amr Topic Selection?
Skills that share tags, products or a category with Amr Topic Selection: Claude Academy Guide (anthropics/skills, 180k stars), Puzzle Activity Planner (sickn33/agentic-awesome-skills, 47k stars), Supply-Chain Bottleneck Hunter (HKUDS/Vibe-Trading, 35k stars) and Topics (ZimoLiao/scholaraio, 577 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Amr Topic Selection?
franklee16 (a GitHub user) maintains it in franklee16/academic-research-skills, which has 223 GitHub stars. The repository holds 1,617 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.