Ieee Paper Reader
CloudWave818/ieee-skills
Read, decompose, and analyze IEEE-style papers using routed technical-reading workflows.
A skill your agent uses when positioning a manuscript against the existing economics literature, building the antecedents map for the introduction, deciding what to cite, or verifying that every…
Install Aer Literature
$ npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill aer-literature -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Auto-Empirical-Research-Skills aer-literature --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/brycewang-stanford/Auto-Empirical-Research-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/50-brycewang-aer-skills/skills/aer-literature .claude/skills/aer-literature && 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 "aer-literature" agent skill from https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/50-brycewang-aer-skills/skills/aer-literature into .claude/skills/aer-literature/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aer-literature", 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/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/50-brycewang-aer-skills/skills/aer-literatureType 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 brycewang-stanford/Auto-Empirical-Research-Skills --skill aer-literature -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Auto-Empirical-Research-Skills aer-literature --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/50-brycewang-aer-skills/skills/aer-literature .agents/skills/aer-literature && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "aer-literature" agent skill from https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/50-brycewang-aer-skills/skills/aer-literature into .agents/skills/aer-literature/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aer-literature", 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 brycewang-stanford/Auto-Empirical-Research-Skills --skill aer-literature -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Auto-Empirical-Research-Skills aer-literature --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/50-brycewang-aer-skills/skills/aer-literature .cursor/skills/aer-literature && 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 "aer-literature" agent skill from https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/50-brycewang-aer-skills/skills/aer-literature into .cursor/skills/aer-literature/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aer-literature", 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/brycewang-stanford/Auto-Empirical-Research-Skills.git --path skills/50-brycewang-aer-skills/skills/aer-literature--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 brycewang-stanford/Auto-Empirical-Research-Skills --skill aer-literature -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Auto-Empirical-Research-Skills aer-literature --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/50-brycewang-aer-skills/skills/aer-literature .gemini/skills/aer-literature && 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 "aer-literature" agent skill from https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/50-brycewang-aer-skills/skills/aer-literature into .gemini/skills/aer-literature/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aer-literature", 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 brycewang-stanford/Auto-Empirical-Research-Skills aer-literatureInstalls 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 brycewang-stanford/Auto-Empirical-Research-Skills --skill aer-literature -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/50-brycewang-aer-skills/skills/aer-literature .github/skills/aer-literature && 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 "aer-literature" agent skill from https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/50-brycewang-aer-skills/skills/aer-literature into .github/skills/aer-literature/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aer-literature", 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 brycewang-stanford/Auto-Empirical-Research-Skills --skill aer-literature -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install brycewang-stanford/Auto-Empirical-Research-Skills aer-literature --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/50-brycewang-aer-skills/skills/aer-literature .opencode/skills/aer-literature && 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 "aer-literature" agent skill from https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/50-brycewang-aer-skills/skills/aer-literature into .opencode/skills/aer-literature/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aer-literature", 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
aer-literature- GitHub stars
- 4.6k
- Used in
- 1 other repo
- Token cost
- ~2.5k tokens
- SKILL.md length
- 1,270 words
- Files
- 3 (incl. references)
- Skills in repo
- 383
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
A skill your agent uses when positioning a manuscript against the existing economics literature, building the antecedents map for the introduction, deciding what to cite, or verifying that every…
- Works in 5 steps: Existence → Field accuracy → Claim accuracy → …
- Positioning a manuscript against the existing economics literature
- SKILL.md covers Overview, When to Use, Search Protocol and The Antecedents Map, plus 8 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Aer Literature is an agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. Use when positioning a manuscript against the existing economics literature, building the antecedents map for the introduction, deciding what to cite, or verifying that every reference in the bibliography is real, correctly attributed, and cited to the published version. Apply at topic selection for the novelty scan and again before drafting the introduction.
Its SKILL.md is about 2.5k tokens, which your agent loads only when the skill is triggered. The skill folder holds 4 other files, including reference files (for example `agents/openai.yaml` and `references/citation-verification-protocol.md`).
It sits in Research & Science, covering Citation management and Positioning and messaging. The repository describes itself as: 🔬 A curated collection of 23,000+ agent skills for empirical research across 8 social science disciplines. | 精选 23,000+ AI Agent 技能库，覆盖8大社会科学学科的实证研究。CoPaper.AI…
When your agent uses it
- Positioning a manuscript against the existing economics literature
- Building the antecedents map for the introduction
- Deciding what to cite
- Verifying that every reference in the bibliography is real
Example prompts
- “/aer-literature”
Workflow steps
5 steps, taken from the step headings in SKILL.md.
- Existence
- Field accuracy
- Claim accuracy
- Status
- Ledger
What it can do on your machine
Read from SKILL.md and the folder at commit 9fa87d8. 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
Aer Literature loads about 2.5k tokens when it runs, and up to ~4.6k if it reads all its reference files. Until then it costs about 94 tokens; SKILL.md has 1,270 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
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 1,270 words (~2,527 tokens).
“This skill does two jobs that AER referees grade separately:”
- name
- aer-literature
Files
SKILL.md and 2 other files (references) in skills/50-brycewang-aer-skills/skills/aer-literature of brycewang-stanford/Auto-Empirical-Research-Skills.
- SKILL.md
- agents/openai.yaml
- references/citation-verification-protocol.md
Open the folder on GitHubat commit 9fa87d8
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 brycewang-stanford/Auto-Empirical-Research-Skills, which our catalogue first saw on October 7, 2026.
Compare with similar skills
Aer Literature 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 |
|---|---|---|---|---|---|---|
| Aer Literature this skillbrycewang-stanford/Auto-Empirical-Research-Skills | 4.6k | 1 repos | ~2.5k | Automated safety check: Pass | Custom licence | |
| Ieee Paper ReaderCloudWave818/ieee-skills | 359 | — | ~591 | Automated safety check: Pass | MIT | |
| Ectheory Literature Positioningfranklee16/academic-research-skills | 223 | 1 repos | ~787 | Automated safety check: Pass | None | |
| Gec Literature Positioningfranklee16/academic-research-skills | 223 | 1 repos | ~855 | Automated safety check: Pass | None | |
| Jape Literature Positioningfranklee16/academic-research-skills | 223 | 1 repos | ~572 | Automated safety check: Pass | None | |
| Aamas Related Workbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~970 | Automated safety check: Pass | MIT |
Similar skills
Ectheory Literature Positioning
franklee16/academic-research-skills
A skill your agent uses to stake an Econometric Theory (ET) contribution against the existing theory frontier — which assumptions you weaken, which limit result you generalize, what was previously…
Gec Literature Positioning
franklee16/academic-research-skills
A skill your agent uses when positioning a Global Environmental Change (GEC) manuscript against the relevant literatures.
Jape Literature Positioning
franklee16/academic-research-skills
A skill your agent uses when positioning a Journal of Applied Econometrics (JAE) manuscript against prior work — applied-econometrics precedent, the methods you apply, and JAE's own corpus and Data…
Aamas Related Work
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when positioning an AAMAS submission against multiagent, game-theory, and reinforcement-learning literature spread across AAMAS, AAAI, IJCAI, NeurIPS, ICML, EC, and JAAMAS…
Acl Related Work
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when positioning an ACL submission against the NLP literature, covering ACL Anthology citation practice, arXiv-versus-published version citation, concurrent LLM-era…
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Related
Categories
Questions about Aer Literature
What does Aer Literature do?
A skill your agent uses when positioning a manuscript against the existing economics literature, building the antecedents map for the introduction, deciding what to cite, or verifying that every…. Aer Literature is an agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. Use when positioning a manuscript against the existing economics literature, building the antecedents map for the introduction, deciding what to cite, or verifying that every reference in the bibliography is real, correctly attributed, and cited to the published version.
When should I use Aer Literature?
Aer Literature fits situations like: positioning a manuscript against the existing economics literature; building the antecedents map for the introduction; deciding what to cite; verifying that every reference in the bibliography is real.
How do I install Aer Literature in Claude Code?
Run `npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill aer-literature -a claude-code`. Or copy the skill folder (skills/50-brycewang-aer-skills/skills/aer-literature in brycewang-stanford/Auto-Empirical-Research-Skills) into .claude/skills/aer-literature in your project. Claude Code loads it when a task matches its description.
How do I install Aer Literature in Codex?
Run `npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill aer-literature -a codex`. Or copy the skill folder (skills/50-brycewang-aer-skills/skills/aer-literature in brycewang-stanford/Auto-Empirical-Research-Skills) into .agents/skills/aer-literature in your project. Codex loads it when a task matches its description.
Can I use Aer Literature 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 brycewang-stanford/Auto-Empirical-Research-Skills --skill aer-literature -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/aer-literature, .gemini/skills/aer-literature, .github/skills/aer-literature and .opencode/skills/aer-literature in your project.
What does Aer Literature need to run?
SKILL.md names no scripts, command-line tools or credentials: Aer Literature is instructions for the agent only.
Does Aer Literature 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 Aer Literature 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 Aer Literature use?
Aer Literature has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
How many tokens does Aer Literature use?
About 2.5k tokens (SKILL.md is roughly 10k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 2k tokens, read only when the agent opens those files.
What are the alternatives to Aer Literature?
Skills that share tags, products or a category with Aer Literature: Ieee Paper Reader (CloudWave818/ieee-skills, 359 stars), Ectheory Literature Positioning (franklee16/academic-research-skills, 223 stars), Gec Literature Positioning (franklee16/academic-research-skills, 223 stars) and Jape Literature Positioning (franklee16/academic-research-skills, 223 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Aer Literature?
brycewang-stanford (a GitHub user) maintains it in brycewang-stanford/Auto-Empirical-Research-Skills, which has 4,556 GitHub stars. The repository holds 383 skills in this directory. The repository was last updated on October 5, 2026.
Source: brycewang-stanford/Auto-Empirical-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.