Manage Project
Aperivue/medsci-skills
A skill your agent uses when managing a manuscript project over time.
Audit-style editing pass for output/DRAFT.md: remove template boilerplate, improve coherence, and enforce citation anchoring.
Install Draft Polisher
$ npx skills add WILLOSCAR/research-units-pipeline-skills --skill draft-polisher -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install WILLOSCAR/research-units-pipeline-skills draft-polisher --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/WILLOSCAR/research-units-pipeline-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.codex/skills/draft-polisher .claude/skills/draft-polisher && 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 "draft-polisher" agent skill from https://github.com/WILLOSCAR/research-units-pipeline-skills/tree/main/.codex/skills/draft-polisher into .claude/skills/draft-polisher/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "draft-polisher", 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/WILLOSCAR/research-units-pipeline-skills/tree/main/.codex/skills/draft-polisherType 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 WILLOSCAR/research-units-pipeline-skills --skill draft-polisher -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install WILLOSCAR/research-units-pipeline-skills draft-polisher --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/WILLOSCAR/research-units-pipeline-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.codex/skills/draft-polisher .agents/skills/draft-polisher && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "draft-polisher" agent skill from https://github.com/WILLOSCAR/research-units-pipeline-skills/tree/main/.codex/skills/draft-polisher into .agents/skills/draft-polisher/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "draft-polisher", 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 WILLOSCAR/research-units-pipeline-skills --skill draft-polisher -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install WILLOSCAR/research-units-pipeline-skills draft-polisher --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/WILLOSCAR/research-units-pipeline-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.codex/skills/draft-polisher .cursor/skills/draft-polisher && 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 "draft-polisher" agent skill from https://github.com/WILLOSCAR/research-units-pipeline-skills/tree/main/.codex/skills/draft-polisher into .cursor/skills/draft-polisher/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "draft-polisher", 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/WILLOSCAR/research-units-pipeline-skills.git --path .codex/skills/draft-polisher--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 WILLOSCAR/research-units-pipeline-skills --skill draft-polisher -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install WILLOSCAR/research-units-pipeline-skills draft-polisher --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/WILLOSCAR/research-units-pipeline-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.codex/skills/draft-polisher .gemini/skills/draft-polisher && 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 "draft-polisher" agent skill from https://github.com/WILLOSCAR/research-units-pipeline-skills/tree/main/.codex/skills/draft-polisher into .gemini/skills/draft-polisher/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "draft-polisher", 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 WILLOSCAR/research-units-pipeline-skills draft-polisherInstalls 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 WILLOSCAR/research-units-pipeline-skills --skill draft-polisher -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/WILLOSCAR/research-units-pipeline-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/.codex/skills/draft-polisher .github/skills/draft-polisher && 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 "draft-polisher" agent skill from https://github.com/WILLOSCAR/research-units-pipeline-skills/tree/main/.codex/skills/draft-polisher into .github/skills/draft-polisher/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "draft-polisher", 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 WILLOSCAR/research-units-pipeline-skills --skill draft-polisher -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install WILLOSCAR/research-units-pipeline-skills draft-polisher --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/WILLOSCAR/research-units-pipeline-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.codex/skills/draft-polisher .opencode/skills/draft-polisher && 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 "draft-polisher" agent skill from https://github.com/WILLOSCAR/research-units-pipeline-skills/tree/main/.codex/skills/draft-polisher into .opencode/skills/draft-polisher/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "draft-polisher", 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
draft-polisher- GitHub stars
- 513
- Token cost
- ~2.8k tokens
- SKILL.md length
- 1,210 words
- Files
- 2 (incl. scripts)
- Skills in repo
- 107
- Repo updated
- First seen
- Licence
- None found
At a glance
Audit-style editing pass for output/DRAFT.md: remove template boilerplate, improve coherence, and enforce citation anchoring.
- Tasks that involve Citation management
- SKILL.md covers Triggers & routing, Role cards (use explicitly), Role prompt: Style Harmonizer… and Inputs, plus 6 more sections
- Runs Python scripts from its folder; calls uv
- Tasks that involve Project scaffolding
What it does
Draft Polisher is an agent skill from WILLOSCAR/research-units-pipeline-skills. Audit-style editing pass for output/DRAFT.md: remove template boilerplate, improve coherence, and enforce citation anchoring.
Its SKILL.md is about 2.8k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including scripts (for example `scripts/run.py`).
It sits in Research & Science, covering Citation management and Project scaffolding. The repository describes itself as: Research pipelines as semantic execution units: each skill declares inputs/outputs, acceptance criteria, and guardrails. Evidence-first methodology prevents hollow writing…
When your agent uses it
- Tasks that involve Citation management
- Tasks that involve Project scaffolding
Example prompts
- “/draft-polisher”
Requirements
- Python 3
What it can do on your machine
Read from SKILL.md and the folder at commit c92912a. 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
Ships 1 file in scripts/ (Python), which the agent can run.
Shell commands in SKILL.md call:
uv
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md. Its commands use uv, which can reach the network depending on how they are called.
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
Draft Polisher loads about 2.8k tokens when it runs. Until then it costs about 36 tokens; SKILL.md has 1,210 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); the scripts in this folder are not scanned.
SKILL.md
Without a licence we can't republish the file, so here is its outline and opening line. It has 1,210 words (~2,755 tokens).
“Goal: turn a first-pass draft into readable survey prose without breaking the evidence contract.”
- name
- draft-polisher
Files
SKILL.md and 1 other file (scripts) in .codex/skills/draft-polisher of WILLOSCAR/research-units-pipeline-skills.
- SKILL.md
- scripts/run.py
Open the folder on GitHubat commit c92912a
Compare with similar skills
Draft Polisher 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 |
|---|---|---|---|---|---|---|
| Draft Polisher this skillWILLOSCAR/research-units-pipeline-skills | 513 | — | ~2.8k | Automated safety check: Pass | None | |
| Manage ProjectAperivue/medsci-skills | 329 | — | ~1.6k | Automated safety check: Pass | MIT | |
| Review PaperAperivue/medsci-skills | 329 | — | ~1.3k | Automated safety check: Pass | MIT | |
| Outreach Communicationinfometa/workbuddyskills | 344 | — | ~1.3k | Automated safety check: Pass | None | |
| Collaborating With Claudeappautomaton/latex-arxiv-SKILL | 457 | 1 repos | ~1.5k | Automated safety check: Pass | MIT | |
| Collaborating With Geminiappautomaton/latex-arxiv-SKILL | 457 | 1 repos | ~1.1k | Automated safety check: Pass | MIT |
Similar skills
Review Paper
Aperivue/medsci-skills
A skill your agent uses when writing a literature review article (narrative, scoping PRISMA-ScR or systematic).
Outreach Communication
infometa/workbuddyskills
This skill should be used when the user is NOT a parent seeking counseling, but instead a researcher, journalist, editor, public speaker, policy maker, content creator, or training instructor who…
Collaborating With Claude
appautomaton/latex-arxiv-SKILL
Use the Claude Code CLI to consult Claude and delegate coding tasks for prototyping, debugging, and code review.
Collaborating With Gemini
appautomaton/latex-arxiv-SKILL
Use the Gemini CLI to consult Gemini and delegate coding tasks for prototyping, debugging, and code review.
Research Lookup
davila7/claude-code-templates
Look up current research information using Perplexity's Sonar Pro Search or Sonar Reasoning Pro models through OpenRouter.
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All 107 skills in this repoAppendix Table Writer
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Curate reader-facing survey tables for the Appendix (clean layout + high information density), using only in-scope evidence and existing citation keys.
Artifact Contract Auditor
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Retrieve arXiv paper metadata with keyword queries or import an offline arXiv export, and save results as JSONL (papers/papersraw.jsonl).
Chapter Lead Writer
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Write H2 chapter lead blocks (sections/S<secidlead.md) that preview the chapter's comparison lens and connect its H3 subsections, without adding new facts.
Chapter Skeleton
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Build a retrieval-informed chapter skeleton (outline/chapterskeleton.yml) from taxonomy/core scope before stable H3 decomposition.
Dedupe Rank
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Related
Categories
Questions about Draft Polisher
What does Draft Polisher do?
Audit-style editing pass for output/DRAFT.md: remove template boilerplate, improve coherence, and enforce citation anchoring. Draft Polisher is an agent skill from WILLOSCAR/research-units-pipeline-skills.md: remove template boilerplate, improve coherence, and enforce citation anchoring.
When should I use Draft Polisher?
Draft Polisher fits situations like: tasks that involve Citation management; tasks that involve Project scaffolding.
How do I install Draft Polisher in Claude Code?
Run `npx skills add WILLOSCAR/research-units-pipeline-skills --skill draft-polisher -a claude-code`. Or copy the skill folder (.codex/skills/draft-polisher in WILLOSCAR/research-units-pipeline-skills) into .claude/skills/draft-polisher in your project. Claude Code loads it when a task matches its description.
How do I install Draft Polisher in Codex?
Run `npx skills add WILLOSCAR/research-units-pipeline-skills --skill draft-polisher -a codex`. Or copy the skill folder (.codex/skills/draft-polisher in WILLOSCAR/research-units-pipeline-skills) into .agents/skills/draft-polisher in your project. Codex loads it when a task matches its description.
Can I use Draft Polisher 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 WILLOSCAR/research-units-pipeline-skills --skill draft-polisher -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/draft-polisher, .gemini/skills/draft-polisher, .github/skills/draft-polisher and .opencode/skills/draft-polisher in your project.
What does Draft Polisher need to run?
Going by SKILL.md and its folder, Draft Polisher needs Python for the scripts in its folder and the command-line tools its instructions call (uv). Our summary lists: Python 3.
Does Draft Polisher access the network?
SKILL.md contains no URLs. Its commands use uv, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Is Draft Polisher 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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
What licence does Draft Polisher use?
No licence was found for Draft Polisher or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Draft Polisher use?
About 2.8k tokens (SKILL.md is roughly 11k 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 Draft Polisher?
Skills that share tags, products or a category with Draft Polisher: Manage Project (Aperivue/medsci-skills, 329 stars), Review Paper (Aperivue/medsci-skills, 329 stars), Outreach Communication (infometa/workbuddyskills, 344 stars) and Collaborating With Claude (appautomaton/latex-arxiv-SKILL, 457 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Draft Polisher?
WILLOSCAR (a GitHub user) maintains it in WILLOSCAR/research-units-pipeline-skills, which has 513 GitHub stars. The repository holds 107 skills in this directory. The repository was last updated on October 5, 2026.
Source: WILLOSCAR/research-units-pipeline-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.