Hypothesis Generation
spacering-net/codeg
Structured hypothesis formulation from observations. An agent skill from spacering-net/codeg.
Condense Stage 3 combined discussion content into compact markdown context for Stage 4 multi-round follow-up drafting.
Install Stage4 Condense Context
$ npx skills add runtsang/RebuttalStudio --skill stage4-condense-context -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install runtsang/RebuttalStudio stage4-condense-context --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/runtsang/RebuttalStudio.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/stage4/condense .claude/skills/stage4-condense-context && 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 "stage4-condense-context" agent skill from https://github.com/runtsang/RebuttalStudio/tree/master/skills/stage4/condense into .claude/skills/stage4-condense-context/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "stage4-condense-context", 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/runtsang/RebuttalStudio/tree/master/skills/stage4/condenseType 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 runtsang/RebuttalStudio --skill stage4-condense-context -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install runtsang/RebuttalStudio stage4-condense-context --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/runtsang/RebuttalStudio.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/stage4/condense .agents/skills/stage4-condense-context && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "stage4-condense-context" agent skill from https://github.com/runtsang/RebuttalStudio/tree/master/skills/stage4/condense into .agents/skills/stage4-condense-context/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "stage4-condense-context", 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 runtsang/RebuttalStudio --skill stage4-condense-context -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install runtsang/RebuttalStudio stage4-condense-context --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/runtsang/RebuttalStudio.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/stage4/condense .cursor/skills/stage4-condense-context && 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 "stage4-condense-context" agent skill from https://github.com/runtsang/RebuttalStudio/tree/master/skills/stage4/condense into .cursor/skills/stage4-condense-context/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "stage4-condense-context", 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/runtsang/RebuttalStudio.git --path skills/stage4/condense--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 runtsang/RebuttalStudio --skill stage4-condense-context -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install runtsang/RebuttalStudio stage4-condense-context --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/runtsang/RebuttalStudio.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/stage4/condense .gemini/skills/stage4-condense-context && 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 "stage4-condense-context" agent skill from https://github.com/runtsang/RebuttalStudio/tree/master/skills/stage4/condense into .gemini/skills/stage4-condense-context/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "stage4-condense-context", 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 runtsang/RebuttalStudio stage4-condense-contextInstalls 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 runtsang/RebuttalStudio --skill stage4-condense-context -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/runtsang/RebuttalStudio.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/stage4/condense .github/skills/stage4-condense-context && 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 "stage4-condense-context" agent skill from https://github.com/runtsang/RebuttalStudio/tree/master/skills/stage4/condense into .github/skills/stage4-condense-context/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "stage4-condense-context", 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 runtsang/RebuttalStudio --skill stage4-condense-context -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install runtsang/RebuttalStudio stage4-condense-context --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/runtsang/RebuttalStudio.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/stage4/condense .opencode/skills/stage4-condense-context && 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 "stage4-condense-context" agent skill from https://github.com/runtsang/RebuttalStudio/tree/master/skills/stage4/condense into .opencode/skills/stage4-condense-context/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "stage4-condense-context", 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
stage4-condense-context- GitHub stars
- 218
- Token cost
- ~197 tokens
- SKILL.md length
- 74 words
- Files
- 1
- Skills in repo
- 19
- Repo updated
- First seen
- Licence
- None found
At a glance
Condense Stage 3 combined discussion content into compact markdown context for Stage 4 multi-round follow-up drafting.
- Works in 5 steps: Keep wording concise and factual. → Preserve key technical claims and… → Remove repetition and non-essential… → …
- Research & Science work in your project
- SKILL.md covers Goal, Input, Output and Required structure in…, plus 1 more section
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Stage4 Condense Context is an agent skill from runtsang/RebuttalStudio. Condense Stage 3 combined discussion content into compact markdown context for Stage 4 multi-round follow-up drafting.
Its SKILL.md is about 200 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Research & Science. The repository describes itself as: A rebuttal editor for researchers to craft high-quality academic rebuttals — so you can focus on what to say, not how to format it.
When your agent uses it
- Research & Science work in your project
Example prompts
- “/stage4-condense-context”
Workflow steps
5 steps, taken from the first numbered list in SKILL.md.
- Keep wording concise and factual.
- Preserve key technical claims and commitments.
- Remove repetition and non-essential greetings.
- Do not invent numbers, experiments, or citations.
- Produce markdown ready for local file persistence.
What it can do on your machine
Read from SKILL.md and the folder at commit 1f81e2f. 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 (its code samples are json).
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
Stage4 Condense Context loads about 197 tokens when it runs. Until then it costs about 36 tokens; SKILL.md has 74 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
Without a licence we can't republish the file, so here is its outline and opening line. It has 74 words (~197 tokens).
“Convert long Stage 3 "All" content into short reusable markdown context.”
- name
- stage4-condense-context
Files
Just SKILL.md in skills/stage4/condense of runtsang/RebuttalStudio.
Open the folder on GitHubat commit 1f81e2f
Compare with similar skills
Stage4 Condense Context 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 |
|---|---|---|---|---|---|---|
| Stage4 Condense Context this skillruntsang/RebuttalStudio | 218 | — | ~197 | Automated safety check: Pass | None | |
| Hypothesis Generationspacering-net/codeg | 3.8k | 15 repos | ~3.6k | Automated safety check: Notes | MIT | |
| GitHub Deep Researchbytedance/deer-flow | 83k | 5 repos | ~1.3k | Automated safety check: Pass | MIT | |
| Nature Paper CardYuan1z0825/nature-skills | 46k | 2 repos | ~2.1k | Automated safety check: Pass | Apache-2.0 | |
| Read arXiv Paperkarpathy/nanochat | 58k | 2 repos | ~494 | Automated safety check: Pass | MIT | |
| Content Research Writerweapp-tailwindcss/weapp-tailwindcss | 1.9k | 25 repos | ~3.5k | Automated safety check: Pass | MIT |
Similar skills
GitHub Deep Research
bytedance/deer-flow
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
Yuan1z0825/nature-skills
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.
Read arXiv Paper
karpathy/nanochat
Fetches the TeX source of an arXiv paper from its URL, reads it and writes a markdown summary tied to the nanochat project.
Content Research Writer
weapp-tailwindcss/weapp-tailwindcss
Assists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines, and providing real-time feedback on each section.
Peer Review
spacering-net/codeg
Structured manuscript/grant review with checklist-based evaluation.
More from runtsang/RebuttalStudio
All 19 skills in this repoCitation Verification
runtsang/RebuttalStudio
Verification guide for citations added during rebuttal writing.
Review Response
runtsang/RebuttalStudio
Systematic review response strategy guide for RebuttalStudio.
Stage5 Final Remarks
runtsang/RebuttalStudio
Fill a Stage5 final remarks template using condensed discussion markdown from all reviewers and optional rating changes.
Document Memory Summarize
runtsang/RebuttalStudio
Summarize extracted paper text into concise Markdown memory for later Stage 2 and Stage 4 background use, with fixed section headings and no fabricated claims.
Writing Anti AI
runtsang/RebuttalStudio
Remove AI-generated writing patterns from rebuttal prose to make it sound natural, direct, and authentically human-authored.
Text Condense
runtsang/RebuttalStudio
Condense rebuttal prose into fewer words without changing the original meaning.
Related
Categories
Questions about Stage4 Condense Context
What does Stage4 Condense Context do?
Condense Stage 3 combined discussion content into compact markdown context for Stage 4 multi-round follow-up drafting. Stage4 Condense Context is an agent skill from runtsang/RebuttalStudio. Condense Stage 3 combined discussion content into compact markdown context for Stage 4 multi-round follow-up drafting.
When should I use Stage4 Condense Context?
Stage4 Condense Context fits situations like: research & Science work in your project.
How do I install Stage4 Condense Context in Claude Code?
Run `npx skills add runtsang/RebuttalStudio --skill stage4-condense-context -a claude-code`. Or copy the skill folder (skills/stage4/condense in runtsang/RebuttalStudio) into .claude/skills/stage4-condense-context in your project. Claude Code loads it when a task matches its description.
How do I install Stage4 Condense Context in Codex?
Run `npx skills add runtsang/RebuttalStudio --skill stage4-condense-context -a codex`. Or copy the skill folder (skills/stage4/condense in runtsang/RebuttalStudio) into .agents/skills/stage4-condense-context in your project. Codex loads it when a task matches its description.
Can I use Stage4 Condense Context 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 runtsang/RebuttalStudio --skill stage4-condense-context -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/stage4-condense-context, .gemini/skills/stage4-condense-context, .github/skills/stage4-condense-context and .opencode/skills/stage4-condense-context in your project.
What does Stage4 Condense Context need to run?
SKILL.md names no scripts, command-line tools or credentials: Stage4 Condense Context is instructions for the agent only.
Does Stage4 Condense Context 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 Stage4 Condense Context 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 Stage4 Condense Context use?
No licence was found for Stage4 Condense Context or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Stage4 Condense Context use?
About 197 tokens (SKILL.md is roughly 788 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 Stage4 Condense Context?
Skills that share tags, products or a category with Stage4 Condense Context: Hypothesis Generation (spacering-net/codeg, 3.8k stars), GitHub Deep Research (bytedance/deer-flow, 83k stars), Nature Paper Card (Yuan1z0825/nature-skills, 46k stars) and Read arXiv Paper (karpathy/nanochat, 58k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Stage4 Condense Context?
runtsang (a GitHub user) maintains it in runtsang/RebuttalStudio, which has 218 GitHub stars. The repository holds 19 skills in this directory. The repository was last updated on April 3, 2026.
Source: runtsang/RebuttalStudio on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.