Hypothesis Generation
spacering-net/codeg
Structured hypothesis formulation from observations. An agent skill from spacering-net/codeg.
A skill your agent uses when researchers need Chinese academic prose translated into publication-oriented English or English manuscript paragraphs and complete sections polished for SCI, SSCI, or…
Install Sci Ssci Polishing
$ npx skills add franklee16/academic-research-skills --skill sci-ssci-polishing -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install franklee16/academic-research-skills sci-ssci-polishing --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/research-workflow/sci-ssci-polishing .claude/skills/sci-ssci-polishing && 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 "sci-ssci-polishing" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/research-workflow/sci-ssci-polishing into .claude/skills/sci-ssci-polishing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sci-ssci-polishing", 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/research-workflow/sci-ssci-polishingType 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 sci-ssci-polishing -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install franklee16/academic-research-skills sci-ssci-polishing --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/research-workflow/sci-ssci-polishing .agents/skills/sci-ssci-polishing && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "sci-ssci-polishing" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/research-workflow/sci-ssci-polishing into .agents/skills/sci-ssci-polishing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sci-ssci-polishing", 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 sci-ssci-polishing -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install franklee16/academic-research-skills sci-ssci-polishing --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/research-workflow/sci-ssci-polishing .cursor/skills/sci-ssci-polishing && 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 "sci-ssci-polishing" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/research-workflow/sci-ssci-polishing into .cursor/skills/sci-ssci-polishing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sci-ssci-polishing", 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 research-workflow/sci-ssci-polishing--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 sci-ssci-polishing -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install franklee16/academic-research-skills sci-ssci-polishing --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/research-workflow/sci-ssci-polishing .gemini/skills/sci-ssci-polishing && 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 "sci-ssci-polishing" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/research-workflow/sci-ssci-polishing into .gemini/skills/sci-ssci-polishing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sci-ssci-polishing", 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 sci-ssci-polishingInstalls 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 sci-ssci-polishing -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/research-workflow/sci-ssci-polishing .github/skills/sci-ssci-polishing && 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 "sci-ssci-polishing" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/research-workflow/sci-ssci-polishing into .github/skills/sci-ssci-polishing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sci-ssci-polishing", 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 sci-ssci-polishing -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 sci-ssci-polishing --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/research-workflow/sci-ssci-polishing .opencode/skills/sci-ssci-polishing && 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 "sci-ssci-polishing" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/research-workflow/sci-ssci-polishing into .opencode/skills/sci-ssci-polishing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sci-ssci-polishing", 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
sci-ssci-polishing- GitHub stars
- 223
- Used in
- 1 other repo
- Token cost
- ~1.5k tokens
- SKILL.md length
- 721 words
- Files
- 7 (incl. scripts, references)
- Skills in repo
- 1,617
- Repo updated
- First seen
- Licence
- None found
At a glance
A skill your agent uses when researchers need Chinese academic prose translated into publication-oriented English or English manuscript paragraphs and complete sections polished for SCI, SSCI, or…
- Works in 5 steps: Classify the request → Build a preservation ledger before… → Route by rhetorical function → …
- Researchers need Chinese academic prose translated into publication-oriented English
- SKILL.md covers Load only what is needed, Inputs, Workflow and Editing intensity, plus 2 more sections
- Runs Python scripts from its folder
What it does
Sci Ssci Polishing is an agent skill from franklee16/academic-research-skills. Use when researchers need Chinese academic prose translated into publication-oriented English or English manuscript paragraphs and complete sections polished for SCI, SSCI, or interdisciplinary submission.
Its SKILL.md is about 1.5k tokens, which your agent loads only when the skill is triggered. The skill folder holds 9 other files, including scripts and reference files (for example `agents/openai.yaml`, `references/corpus-method.md` and `references/invariants.md`).
It sits in Research & Science. The repository describes itself as: Comprehensive collection of Claude Code skills for academic research in economics, finance, and social sciences.
When your agent uses it
- Researchers need Chinese academic prose translated into publication-oriented English
- English manuscript paragraphs and complete sections polished for SCI
- Interdisciplinary submission
Example prompts
- “/sci-ssci-polishing”
Requirements
- Python 3
Workflow steps
5 steps, taken from the step headings in SKILL.md.
- Classify the request
- Build a preservation ledger before rewriting
- Route by rhetorical function
- Revise the prose
- Run the preservation audit
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
Ships 1 file in scripts/ (Python), which the agent can run.
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
Sci Ssci Polishing loads about 1.5k tokens when it runs, and up to ~4.8k if it reads all its reference files. Until then it costs about 56 tokens; SKILL.md has 721 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 721 words (~1,480 tokens).
“Polish the writing, not the science. Improve clarity, precision, coherence, concision, and disciplinary register while treating the author's evidence and claims as immutable unless the author explicitly authorizes a substantive change.”
- name
- sci-ssci-polishing
Files
SKILL.md and 6 other files (scripts, references) in research-workflow/sci-ssci-polishing of franklee16/academic-research-skills.
- SKILL.md
- agents/openai.yaml
- references/corpus-method.md
- references/invariants.md
- references/output-contract.md
- references/rhetorical-routing.md
- scripts/check_invariants.py
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
Sci Ssci Polishing 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 |
|---|---|---|---|---|---|---|
| Sci Ssci Polishing this skillfranklee16/academic-research-skills | 223 | 1 repos | ~1.5k | Automated safety check: Pass | None | |
| Hypothesis Generationspacering-net/codeg | 3.9k | 14 repos | ~3.6k | Automated safety check: Notes | MIT | |
| GitHub Deep Researchbytedance/deer-flow | 84k | 4 repos | ~1.3k | Automated safety check: Pass | MIT | |
| Nature Paper CardYuan1z0825/nature-skills | 47k | 2 repos | ~2.1k | Automated safety check: Pass | Apache-2.0 | |
| Content Research Writerweapp-tailwindcss/weapp-tailwindcss | 1.9k | 25 repos | ~3.5k | Automated safety check: Pass | MIT | |
| Last30daysmvanhorn/last30days-skill | 64k | — | ~7.9k | Automated safety check: Notes | MIT |
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GitHub Deep Research
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Researches a GitHub repository over four rounds using the GitHub API and web search, then writes a structured markdown report with timeline, metrics and Mermaid diagrams.
Nature Paper Card
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Builds a structured deep-reading card for one scientific paper, covering methods, how experiments support claims, limitations and research ideas, with a script to prepare the source.
Content Research Writer
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Assists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines, and providing real-time feedback on each section.
Last30days
mvanhorn/last30days-skill
Research what people actually say about any topic in the last 30 days.
Peer Review
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Structured manuscript/grant review with checklist-based evaluation.
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Related
Categories
Questions about Sci Ssci Polishing
What does Sci Ssci Polishing do?
A skill your agent uses when researchers need Chinese academic prose translated into publication-oriented English or English manuscript paragraphs and complete sections polished for SCI, SSCI, or…. Sci Ssci Polishing is an agent skill from franklee16/academic-research-skills. Use when researchers need Chinese academic prose translated into publication-oriented English or English manuscript paragraphs and complete sections polished for SCI, SSCI, or interdisciplinary submission.
When should I use Sci Ssci Polishing?
Sci Ssci Polishing fits situations like: researchers need Chinese academic prose translated into publication-oriented English; english manuscript paragraphs and complete sections polished for SCI; interdisciplinary submission.
How do I install Sci Ssci Polishing in Claude Code?
Run `npx skills add franklee16/academic-research-skills --skill sci-ssci-polishing -a claude-code`. Or copy the skill folder (research-workflow/sci-ssci-polishing in franklee16/academic-research-skills) into .claude/skills/sci-ssci-polishing in your project. Claude Code loads it when a task matches its description.
How do I install Sci Ssci Polishing in Codex?
Run `npx skills add franklee16/academic-research-skills --skill sci-ssci-polishing -a codex`. Or copy the skill folder (research-workflow/sci-ssci-polishing in franklee16/academic-research-skills) into .agents/skills/sci-ssci-polishing in your project. Codex loads it when a task matches its description.
Can I use Sci Ssci Polishing 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 sci-ssci-polishing -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/sci-ssci-polishing, .gemini/skills/sci-ssci-polishing, .github/skills/sci-ssci-polishing and .opencode/skills/sci-ssci-polishing in your project.
What does Sci Ssci Polishing need to run?
Going by SKILL.md and its folder, Sci Ssci Polishing needs Python for the scripts in its folder. Our summary lists: Python 3.
Does Sci Ssci Polishing 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 Sci Ssci Polishing 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 Sci Ssci Polishing use?
No licence was found for Sci Ssci Polishing or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Sci Ssci Polishing use?
About 1.5k tokens (SKILL.md is roughly 5.9k 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 3.4k tokens, read only when the agent opens those files.
What are the alternatives to Sci Ssci Polishing?
Skills that share tags, products or a category with Sci Ssci Polishing: Hypothesis Generation (spacering-net/codeg, 3.9k stars), GitHub Deep Research (bytedance/deer-flow, 84k stars), Nature Paper Card (Yuan1z0825/nature-skills, 47k stars) and Content Research Writer (weapp-tailwindcss/weapp-tailwindcss, 1.9k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Sci Ssci Polishing?
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.