Apify Generate Output Schema
sickn33/agentic-awesome-skills
Generate output schemas (datasetschema.json, outputschema.json, keyvaluestoreschema.json) for an Apify Actor by analyzing its source code.
Draft a full academic paper manuscript from analysis outputs, project spec, and lit review.
Custom licenceAuto-check passed
Install Write Paper
$ npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill write-paper -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Auto-Empirical-Research-Skills write-paper --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/15-Felpix-Studios-social-science-research/skills/write-paper .claude/skills/write-paper && 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 "write-paper" agent skill from https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/15-Felpix-Studios-social-science-research/skills/write-paper into .claude/skills/write-paper/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "write-paper", 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/15-Felpix-Studios-social-science-research/skills/write-paperType 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 write-paper -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Auto-Empirical-Research-Skills write-paper --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/15-Felpix-Studios-social-science-research/skills/write-paper .agents/skills/write-paper && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "write-paper" agent skill from https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/15-Felpix-Studios-social-science-research/skills/write-paper into .agents/skills/write-paper/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "write-paper", 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 write-paper -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Auto-Empirical-Research-Skills write-paper --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/15-Felpix-Studios-social-science-research/skills/write-paper .cursor/skills/write-paper && 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 "write-paper" agent skill from https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/15-Felpix-Studios-social-science-research/skills/write-paper into .cursor/skills/write-paper/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "write-paper", 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/15-Felpix-Studios-social-science-research/skills/write-paper--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 write-paper -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Auto-Empirical-Research-Skills write-paper --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/15-Felpix-Studios-social-science-research/skills/write-paper .gemini/skills/write-paper && 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 "write-paper" agent skill from https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/15-Felpix-Studios-social-science-research/skills/write-paper into .gemini/skills/write-paper/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "write-paper", 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 write-paperInstalls 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 write-paper -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/15-Felpix-Studios-social-science-research/skills/write-paper .github/skills/write-paper && 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 "write-paper" agent skill from https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/15-Felpix-Studios-social-science-research/skills/write-paper into .github/skills/write-paper/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "write-paper", 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 write-paper -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 write-paper --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/15-Felpix-Studios-social-science-research/skills/write-paper .opencode/skills/write-paper && 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 "write-paper" agent skill from https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/15-Felpix-Studios-social-science-research/skills/write-paper into .opencode/skills/write-paper/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "write-paper", 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
write-paper- GitHub stars
- 4.5k
- Token cost
- ~1.2k tokens
- SKILL.md length
- 505 words
- Files
- 1
- Skills in repo
- 364
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Draft a full academic paper manuscript from analysis outputs, project spec, and lit review.
- Works in 7 steps: Orient → Inventory Analysis Outputs → Propose Outline (WAIT FOR APPROVAL) → …
- The user wants to turn completed analysis into a written paper — not to run analysis
- SKILL.md covers Step 1: Orient, Step 2: Inventory Analysis…, Step 3: Propose Outline (WAIT… and Step 4: Draft Section by Section, plus 4 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Write Paper is an agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. Draft a full academic paper manuscript from analysis outputs, project spec, and lit review. Make sure to use this skill whenever the user wants to turn completed analysis into a written paper — not to run analysis or review existing writing. Triggers include: "write the paper", "draft the manuscript", "write up the results", "start the paper", "turn my results into a paper", "write the introduction", "draft the empirics section", "I have my results, now write the paper", "help me write this up", "write the…
Its SKILL.md is about 1.2k 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: 🔬 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
- The user wants to turn completed analysis into a written paper — not to run analysis
- Review existing writing
- Include: write the paper
- Draft the manuscript
Example prompts
- “write the paper”
- “draft the manuscript”
- “write up the results”
- “/write-paper”
Requirements
- Pre-approved tools (allowed-tools): Read, Grep, Glob, Write, Edit, Task
Workflow steps
7 steps, taken from the step headings in SKILL.md.
- Orient
- Inventory Analysis Outputs
- Propose Outline (WAIT FOR APPROVAL)
- Draft Section by Section
- Save the Draft
- Run Domain Review
- Recommend Next Steps
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 these tools, so the agent can use them without asking each time:
ReadGrepGlobWriteEditTask
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
Write Paper loads about 1.2k tokens when it runs. Until then it costs about 152 tokens; SKILL.md has 505 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 505 words (~1,219 tokens).
“Draft an academic manuscript from existing analysis outputs. Follows propose-first — the outline is always shown for approval before writing begins.”
- name
- write-paper
- allowed-tools
- Read, Grep, Glob, Write, Edit, Task
- argument-hint
- [paper title, research question, or 'from spec']
Files
Just SKILL.md in skills/15-Felpix-Studios-social-science-research/skills/write-paper of brycewang-stanford/Auto-Empirical-Research-Skills.
Open the folder on GitHubat commit 9fa87d8
Compare with similar skills
Write Paper 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 |
|---|---|---|---|---|---|---|
| Write Paper this skillbrycewang-stanford/Auto-Empirical-Research-Skills | 4.5k | — | ~1.2k | Automated safety check: Pass | Custom licence | |
| Apify Generate Output Schemasickn33/agentic-awesome-skills | 47k | 1 repos | ~4.3k | Automated safety check: Pass | MIT | |
| Piece Output Schemaactivepieces/activepieces | 25k | — | ~2.2k | Automated safety check: Pass | Custom licence | |
| High Output Managementwondelai/skills | 2.4k | — | ~5.1k | Automated safety check: Pass | MIT | |
| Latex OutputNorman-bury/research-writing-skill | 3.4k | — | ~977 | Automated safety check: Pass | MIT | |
| Worktrunk CLI Output Rulesmax-sixty/worktrunk | 9k | — | ~12k | Automated safety check: Pass | Custom licence |
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Latex Output
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Worktrunk CLI Output Rules
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CLI output standards for worktrunk: message functions, ANSI color nesting and the shell integration that changes directory after the wt command exits.
Ripwire Output Emission
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Rules for writing and converting formatted output in ripwire's C++ source with its emit helpers, keeping every printed byte identical to the old printf output.
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Questions about Write Paper
What does Write Paper do?
Draft a full academic paper manuscript from analysis outputs, project spec, and lit review. Write Paper is an agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. Draft a full academic paper manuscript from analysis outputs, project spec, and lit review.
When should I use Write Paper?
Write Paper fits situations like: the user wants to turn completed analysis into a written paper — not to run analysis; review existing writing; include: write the paper; draft the manuscript.
How do I install Write Paper in Claude Code?
Run `npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill write-paper -a claude-code`. Or copy the skill folder (skills/15-Felpix-Studios-social-science-research/skills/write-paper in brycewang-stanford/Auto-Empirical-Research-Skills) into .claude/skills/write-paper in your project. Claude Code loads it when a task matches its description.
How do I install Write Paper in Codex?
Run `npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill write-paper -a codex`. Or copy the skill folder (skills/15-Felpix-Studios-social-science-research/skills/write-paper in brycewang-stanford/Auto-Empirical-Research-Skills) into .agents/skills/write-paper in your project. Codex loads it when a task matches its description.
Can I use Write Paper 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 write-paper -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/write-paper, .gemini/skills/write-paper, .github/skills/write-paper and .opencode/skills/write-paper in your project.
What does Write Paper need to run?
SKILL.md names no scripts, command-line tools or credentials: Write Paper is instructions for the agent only. Its frontmatter pre-approves these tools: Read, Grep, Glob, Write, Edit, Task.
Does Write Paper 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 Write Paper 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 Write Paper use?
Write Paper 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 Write Paper use?
About 1.2k tokens (SKILL.md is roughly 4.9k 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 Write Paper?
Skills that share tags, products or a category with Write Paper: Apify Generate Output Schema (sickn33/agentic-awesome-skills, 47k stars), Piece Output Schema (activepieces/activepieces, 25k stars), High Output Management (wondelai/skills, 2.4k stars) and Latex Output (Norman-bury/research-writing-skill, 3.4k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Write Paper?
brycewang-stanford (a GitHub user) maintains it in brycewang-stanford/Auto-Empirical-Research-Skills, which has 4,529 GitHub stars. The repository holds 364 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.