academic-paper-strategist
brycewang-stanford/Auto-Empirical-Research-SkillsScience & research
academic-paper-strategist is a skill in brycewang-stanford/Auto-Empirical-Research-Skills, last changed 15 Jul 2026. It can run shell commands and name web addresses.
Systematic strategic planning framework for philosophy and interdisciplinary academic papers targeting preprint platforms (PhilArchive, arXiv, PhilSci-Archive). Use when users want to: (1) plan a paper on a specific topic, (2) identify research gaps and assess originality, (3) develop optimized paper outlines, (4) prepare for preprint submission, or (5) understand platform requirements and writing standards. Triggered by phrases like 'plan a paper on,' 'help me design a paper about,' 'identify research gaps in,' 'is this idea original,' or when users need structured research planning. The skill guides through three phases: Platform Analysis (identifying target venue and studying sample papers), Theoretical Framework (AI-driven literature search and gap identification), and Outline Optimization (structured design with reviewer-perspective self-assessment). Each phase includes quality evaluation standards and validation checkpoints. Output: optimized detailed outline ready for systematic writing (use with academic-paper-composer skill).
At a glance
What it can touch
How much a skill can do, not whether it is risky.
Pattern check
Nothing flagged
That isn't proof the skill is harmless.
Commit bfa0a6e · 3 Nov 2026
How the check worksPattern check: nothing flagged
That isn't proof the skill is harmless.
Install
Each tab says whether it installs commit bfa0a6e, the one we checked, or the latest version.
OpenCode also looks in .agents/skills/ and ~/.agents/skills/, so use the Any agent steps.
Goose also looks in .agents/skills/ and ~/.agents/skills/, so use the Any agent steps.
Windsurf (Devin Desktop) also looks in .agents/skills/ and ~/.agents/skills/, so use the Any agent steps.
Zed also looks in .agents/skills/ and ~/.agents/skills/, so use the Any agent steps.
Roo Code also looks in .agents/skills/ and ~/.agents/skills/, so use the Any agent steps.
Factory Droid also looks in .agents/skills/ and ~/.agents/skills/, so use the Any agent steps.
Junie also looks in .agents/skills/ and ~/.agents/skills/, so use the Any agent steps.
Amp also looks in .agents/skills/ and ~/.agents/skills/, so use the Any agent steps.
No install command here reaches Kiro. Copy the skill's folder into .kiro/skills/ in your project, or ~/.kiro/skills/ for all your projects. brycewang-stanford/Auto-Empirical-Research-Skills/skills/01-lishix520-academic-paper-skills/strategist (opens in a new tab)
Antigravity also looks in .agents/skills/, so the Any agent steps reach it with This project. For All projects, see where Antigravity looks.
Cline also looks in .claude/skills/, so the Claude Code steps reach it with This project. For All projects, see where Cline looks.
Claude Code
Pinned to commit bfa0a6e, the one we checked.
From your project's root folder:
tmp="$(mktemp -d)" &&git clone -q --depth 1 --filter=blob:none --no-checkout https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills.git "$tmp" &&git -C "$tmp" fetch -q --depth 1 origin bfa0a6e5a843babbf45a1ef1663fd5dc4f07c0ba &&git -C "$tmp" sparse-checkout set -- skills/01-lishix520-academic-paper-skills/strategist &&git -C "$tmp" checkout -q bfa0a6e5a843babbf45a1ef1663fd5dc4f07c0ba &&mkdir -p .claude/skills &&mkdir .claude/skills/academic-paper-strategist &&cp -R "$tmp"/skills/01-lishix520-academic-paper-skills/strategist/. .claude/skills/academic-paper-strategist/ &&rm -rf "$tmp"If Claude Code was already running and this created the skills folder, run /reload-skills.
Claude apps
Pinned to commit bfa0a6e, the one we checked.
Skills in the Claude apps belong to your account rather than to a project.
Make academic-paper-strategist.zip, with the skill folder at the top level:
tmp="$(mktemp -d)" &&git clone -q --depth 1 --filter=blob:none --no-checkout https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills.git "$tmp" &&git -C "$tmp" fetch -q --depth 1 origin bfa0a6e5a843babbf45a1ef1663fd5dc4f07c0ba &&git -C "$tmp" sparse-checkout set -- skills/01-lishix520-academic-paper-skills/strategist &&git -C "$tmp" checkout -q bfa0a6e5a843babbf45a1ef1663fd5dc4f07c0ba &&out="$(mktemp -d)" &&cp -R "$tmp"/skills/01-lishix520-academic-paper-skills/strategist "$out"/academic-paper-strategist &&(cd "$out" && zip -qr - academic-paper-strategist) > academic-paper-strategist.zip &&rm -rf "$tmp" "$out"In Claude, open Customize > Skills, select +, then + Create skill > Upload a skill, and choose academic-paper-strategist.zip.
On Free, Pro and Max plans, turn on Code execution and file creation (Create and edit files in newer settings) under Settings > Capabilities.
Codex
Pinned to commit bfa0a6e, the one we checked.
From your project's root folder:
tmp="$(mktemp -d)" &&git clone -q --depth 1 --filter=blob:none --no-checkout https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills.git "$tmp" &&git -C "$tmp" fetch -q --depth 1 origin bfa0a6e5a843babbf45a1ef1663fd5dc4f07c0ba &&git -C "$tmp" sparse-checkout set -- skills/01-lishix520-academic-paper-skills/strategist &&git -C "$tmp" checkout -q bfa0a6e5a843babbf45a1ef1663fd5dc4f07c0ba &&mkdir -p .agents/skills &&mkdir .agents/skills/academic-paper-strategist &&cp -R "$tmp"/skills/01-lishix520-academic-paper-skills/strategist/. .agents/skills/academic-paper-strategist/ &&rm -rf "$tmp"Codex picks up new skills on its own; restart it if this one does not appear.
Cursor
Pinned to commit bfa0a6e, the one we checked.
From your project's root folder:
tmp="$(mktemp -d)" &&git clone -q --depth 1 --filter=blob:none --no-checkout https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills.git "$tmp" &&git -C "$tmp" fetch -q --depth 1 origin bfa0a6e5a843babbf45a1ef1663fd5dc4f07c0ba &&git -C "$tmp" sparse-checkout set -- skills/01-lishix520-academic-paper-skills/strategist &&git -C "$tmp" checkout -q bfa0a6e5a843babbf45a1ef1663fd5dc4f07c0ba &&mkdir -p .cursor/skills &&mkdir .cursor/skills/academic-paper-strategist &&cp -R "$tmp"/skills/01-lishix520-academic-paper-skills/strategist/. .cursor/skills/academic-paper-strategist/ &&rm -rf "$tmp"Copilot & VS Code
Pinned to commit bfa0a6e, the one we checked.
From your project's root folder:
tmp="$(mktemp -d)" &&git clone -q --depth 1 --filter=blob:none --no-checkout https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills.git "$tmp" &&git -C "$tmp" fetch -q --depth 1 origin bfa0a6e5a843babbf45a1ef1663fd5dc4f07c0ba &&git -C "$tmp" sparse-checkout set -- skills/01-lishix520-academic-paper-skills/strategist &&git -C "$tmp" checkout -q bfa0a6e5a843babbf45a1ef1663fd5dc4f07c0ba &&mkdir -p .github/skills &&mkdir .github/skills/academic-paper-strategist &&cp -R "$tmp"/skills/01-lishix520-academic-paper-skills/strategist/. .github/skills/academic-paper-strategist/ &&rm -rf "$tmp"In a running Copilot CLI session, run /skills reload.
Or install it with gh skill, which also installs the commit we checked. Needs GitHub CLI 2.90 or later.
gh skill install brycewang-stanford/Auto-Empirical-Research-Skills skills/01-lishix520-academic-paper-skills/strategist/SKILL.md@bfa0a6e5a843babbf45a1ef1663fd5dc4f07c0ba --agent github-copilot --scope projectGemini CLI
Pinned to commit bfa0a6e, the one we checked.
From your project's root folder:
tmp="$(mktemp -d)" &&git clone -q --depth 1 --filter=blob:none --no-checkout https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills.git "$tmp" &&git -C "$tmp" fetch -q --depth 1 origin bfa0a6e5a843babbf45a1ef1663fd5dc4f07c0ba &&git -C "$tmp" sparse-checkout set -- skills/01-lishix520-academic-paper-skills/strategist &&git -C "$tmp" checkout -q bfa0a6e5a843babbf45a1ef1663fd5dc4f07c0ba &&mkdir -p .gemini/skills &&mkdir .gemini/skills/academic-paper-strategist &&cp -R "$tmp"/skills/01-lishix520-academic-paper-skills/strategist/. .gemini/skills/academic-paper-strategist/ &&rm -rf "$tmp"In a running session, run /skills reload.
Or use Gemini CLI’s own installer. Installs the latest version, not the one we checked.
gemini skills install https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills.git --path skills/01-lishix520-academic-paper-skills/strategist --scope workspaceAny agent
Pinned to commit bfa0a6e, the one we checked.
OpenCode, Goose, Windsurf (Devin Desktop), Zed, Roo Code, Factory Droid, Junie, Amp and Antigravity read .agents/skills in a project.
From your project's root folder:
tmp="$(mktemp -d)" &&git clone -q --depth 1 --filter=blob:none --no-checkout https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills.git "$tmp" &&git -C "$tmp" fetch -q --depth 1 origin bfa0a6e5a843babbf45a1ef1663fd5dc4f07c0ba &&git -C "$tmp" sparse-checkout set -- skills/01-lishix520-academic-paper-skills/strategist &&git -C "$tmp" checkout -q bfa0a6e5a843babbf45a1ef1663fd5dc4f07c0ba &&mkdir -p .agents/skills &&mkdir .agents/skills/academic-paper-strategist &&cp -R "$tmp"/skills/01-lishix520-academic-paper-skills/strategist/. .agents/skills/academic-paper-strategist/ &&rm -rf "$tmp"Or use the skills CLI from skills.sh. Installs the latest version, not the one we checked. The skills CLI reports installs to skills.sh unless you set DISABLE_TELEMETRY=1.
npx skills@1.7.4 add brycewang-stanford/Auto-Empirical-Research-Skills --skill academic-paper-strategistWhat it can touch
From the files and frontmatter at commit bfa0a6e. This is how much a skill can do, not whether it is risky.
Pattern check
Pattern check: nothing flagged · commit bfa0a6e · 3 Nov 2026
We checked every text file in this skill, at commit bfa0a6e on 3 Nov 2026, against 45 published patterns such as download-and-run commands, hidden text and credential access. We don't run the skill, we don't read the web pages it points to, and we can't judge everything its instructions might lead an agent to do. In published tests, pattern checks like this one missed most malicious skills. Read the skill before you install it — especially anything it asks you to download or run.
How the check worksReport an incorrect finding
Outside links we did not follow
- https://copaper.ai
- https://github.com/lishix520/academic-paper-skills
Format check
Each agent reads SKILL.md a little differently. We check the file against each one's published rules; we don't run the skill in any agent.
Agent Skills specFails
The open format from agentskills.io, held to the strictest version of each rule among the agents we check.
- Error
The name "academic-paper-strategist" doesn't match its folder "strategist". The spec requires them to match. N4
Fix: Set name: strategist, or rename the folder to academic-paper-strategist.
- Error
The description is 1,050 characters; the limit is 1,024. D2
Fix: Shorten it to 1,024 characters or fewer, and move detail into the body.
- Warning
The body is 680 lines; the spec suggests under 500. B1
Fix: Move detailed sections into reference files and link to them from SKILL.md.
- Warning
The body is about 5,284 tokens (approx.); the spec suggests under 5,000. B2
Fix: Move detail into reference files that the agent reads only when needed.
- Note
There is no license field, so readers can't tell whether they may reuse the skill. O2
Fix: Add license: with an SPDX name such as MIT or Apache-2.0, or the name of a bundled licence file.
- Note
Reference files over 100 lines with no table of contents at the top: references/quality_standards.md (352 lines) and references/search_strategy.md (475 lines). B5
Fix: Add a short list of the sections at the top of each.
- Error
Claude CodePasses
Claude Code reads its own extra fields, ignores unknown ones, and still loads a skill whose frontmatter is broken, without its fields.
- Note
The name "academic-paper-strategist" doesn't match its folder "strategist". Claude Code shows the skill as /academic-paper-strategist, and the folder name also invokes it. N4
Fix: Set name: strategist, or rename the folder to academic-paper-strategist.
- Note
The body is 680 lines; the spec suggests under 500. Claude Code's docs say the same. B1
Fix: Move detailed sections into reference files and link to them from SKILL.md.
- Note
The body is about 5,284 tokens (approx.); the spec suggests under 5,000. After compaction Claude Code keeps only the first 5,000 tokens of a skill. B2
Fix: Move detail into reference files that the agent reads only when needed.
- Note
Reference files over 100 lines with no table of contents at the top: references/quality_standards.md (352 lines) and references/search_strategy.md (475 lines). B5
Fix: Add a short list of the sections at the top of each.
- Note
Claude apps & API uploadFails
Uploading to claude.ai or the Claude API, or packaging with Anthropic's script, accepts only the six spec fields and stops on anything else.
- Error
The name "academic-paper-strategist" doesn't match its folder "strategist". claude.ai refuses an upload whose folder name doesn't match the skill name. N4
Fix: Set name: strategist, or rename the folder to academic-paper-strategist.
- Error
The description is 1,050 characters; the limit is 1,024. Anthropic's validator rejects it. D2
Fix: Shorten it to 1,024 characters or fewer, and move detail into the body.
- Note
The body is 680 lines; the spec suggests under 500. Anthropic's guidance says the same. B1
Fix: Move detailed sections into reference files and link to them from SKILL.md.
- Note
The body is about 5,284 tokens (approx.); the spec suggests under 5,000. Anthropic's guidance says the same. B2
Fix: Move detail into reference files that the agent reads only when needed.
- Note
Reference files over 100 lines with no table of contents at the top: references/quality_standards.md (352 lines) and references/search_strategy.md (475 lines). B5
Fix: Add a short list of the sections at the top of each.
- Error
OpenAI (Codex & API)Fails
Codex finds SKILL.md by its exact name and needs a description; OpenAI's Skills API checks the frontmatter against the spec and caps uploads.
- Error
The description is 1,050 characters; the limit is 1,024. Codex has no limit, but OpenAI's upload follows the spec. D2
Fix: Shorten it to 1,024 characters or fewer, and move detail into the body.
- Warning
The name "academic-paper-strategist" doesn't match its folder "strategist". OpenAI's own upload example uses a differently named folder, but the spec it follows says they must match. N4
Fix: Set name: strategist, or rename the folder to academic-paper-strategist.
- Error
VS Code & CopilotPasses with warnings
VS Code reads skills one folder below .github/skills, .claude/skills or .agents/skills and falls back to the folder name when the name is missing or differs; GitHub's Copilot docs require the exact name SKILL.md.
- Warning
The name "academic-paper-strategist" doesn't match its folder "strategist". VS Code uses the folder name, strategist, instead. N4
Fix: Set name: strategist, or rename the folder to academic-paper-strategist.
- Warning
The description is 1,050 characters; the limit is 1,024. VS Code cuts it at 1,024 characters. D2
Fix: Shorten it to 1,024 characters or fewer, and move detail into the body.
- Warning
SKILL.md
We only show SKILL.md text here when its licence clearly allows it.
Read SKILL.md on GitHub (opens in a new tab)Files
3 files
| Path | Size |
|---|---|
| SKILL.md (opens in a new tab) | 22.3 KB |
| references/quality_standards.md (opens in a new tab) | 10.2 KB |
| references/search_strategy.md (opens in a new tab) | 14 KB |
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