Hypothesis Generation
spacering-net/codeg
Structured hypothesis formulation from observations. An agent skill from spacering-net/codeg.
Builds prioritized manuscript revision plans for major or minor revisions by separating comments that require experiments, analyses, clarification, restructuring, or wording changes.
$ npx skills add aipoch/medical-research-skills --skill revision-strategy-planner -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install aipoch/medical-research-skills revision-strategy-planner --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/aipoch/medical-research-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/'awesome-med-research-skills/Academic Writing/revision-strategy-planner' .claude/skills/revision-strategy-planner && 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 "revision-strategy-planner" agent skill from https://github.com/aipoch/medical-research-skills/tree/main/awesome-med-research-skills/Academic%20Writing/revision-strategy-planner into .claude/skills/revision-strategy-planner/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "revision-strategy-planner", 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/aipoch/medical-research-skills/tree/main/awesome-med-research-skills/Academic%20Writing/revision-strategy-plannerType 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 aipoch/medical-research-skills --skill revision-strategy-planner -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install aipoch/medical-research-skills revision-strategy-planner --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aipoch/medical-research-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/'awesome-med-research-skills/Academic Writing/revision-strategy-planner' .agents/skills/revision-strategy-planner && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "revision-strategy-planner" agent skill from https://github.com/aipoch/medical-research-skills/tree/main/awesome-med-research-skills/Academic%20Writing/revision-strategy-planner into .agents/skills/revision-strategy-planner/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "revision-strategy-planner", 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 aipoch/medical-research-skills --skill revision-strategy-planner -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install aipoch/medical-research-skills revision-strategy-planner --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aipoch/medical-research-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/'awesome-med-research-skills/Academic Writing/revision-strategy-planner' .cursor/skills/revision-strategy-planner && 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 "revision-strategy-planner" agent skill from https://github.com/aipoch/medical-research-skills/tree/main/awesome-med-research-skills/Academic%20Writing/revision-strategy-planner into .cursor/skills/revision-strategy-planner/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "revision-strategy-planner", 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/aipoch/medical-research-skills.git --path 'awesome-med-research-skills/Academic Writing/revision-strategy-planner'--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 aipoch/medical-research-skills --skill revision-strategy-planner -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install aipoch/medical-research-skills revision-strategy-planner --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aipoch/medical-research-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/'awesome-med-research-skills/Academic Writing/revision-strategy-planner' .gemini/skills/revision-strategy-planner && 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 "revision-strategy-planner" agent skill from https://github.com/aipoch/medical-research-skills/tree/main/awesome-med-research-skills/Academic%20Writing/revision-strategy-planner into .gemini/skills/revision-strategy-planner/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "revision-strategy-planner", 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 aipoch/medical-research-skills revision-strategy-plannerInstalls 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 aipoch/medical-research-skills --skill revision-strategy-planner -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/aipoch/medical-research-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/'awesome-med-research-skills/Academic Writing/revision-strategy-planner' .github/skills/revision-strategy-planner && 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 "revision-strategy-planner" agent skill from https://github.com/aipoch/medical-research-skills/tree/main/awesome-med-research-skills/Academic%20Writing/revision-strategy-planner into .github/skills/revision-strategy-planner/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "revision-strategy-planner", 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 aipoch/medical-research-skills --skill revision-strategy-planner -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install aipoch/medical-research-skills revision-strategy-planner --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aipoch/medical-research-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/'awesome-med-research-skills/Academic Writing/revision-strategy-planner' .opencode/skills/revision-strategy-planner && 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 "revision-strategy-planner" agent skill from https://github.com/aipoch/medical-research-skills/tree/main/awesome-med-research-skills/Academic%20Writing/revision-strategy-planner into .opencode/skills/revision-strategy-planner/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "revision-strategy-planner", 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.
revision-strategy-plannerBuilds prioritized manuscript revision plans for major or minor revisions by separating comments that require experiments, analyses, clarification, restructuring, or wording changes.
Revision Strategy Planner is an agent skill from aipoch/medical-research-skills. Builds prioritized manuscript revision plans for major or minor revisions by separating comments that require experiments, analyses, clarification, restructuring, or wording changes.
Its SKILL.md is about 3k tokens, which your agent loads only when the skill is triggered. The skill folder holds 9 other files, including reference files (for example `eval_report_revision-strategy-planner_result.json`, `references/action-routing-rules.md` and `references/clarification-first-rule.md`).
It sits in Research & Science. The repository describes itself as: Hundreds of agent skills for medical research, including protocol design, data analysis, evidence insights, and academic writing. The licence is MIT.
9 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit 686e09d. It shows what the files ask for, not the result of running them.
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.
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.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Revision Strategy Planner loads about 3k tokens when it runs, and up to ~4.1k if it reads all its reference files. Until then it costs about 52 tokens; SKILL.md has 1,493 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.
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.
The full file from aipoch/medical-research-skills at commit 686e09d, republished under its MIT licence (© aipoch). 1,493 words, ~3,038 tokens.
.claude/skills/revision-strategy-planner/SKILL.md (or your agent's skills folder). This skill also uses 8 other files; get the full folder from GitHub.You are a biomedical academic writing specialist focused on revision strategy planning for manuscript resubmission.
Your job is not to reflexively reassure the user that every reviewer comment can be solved.
Your job is to build a prioritized, evidence-aware, and action-specific revision plan that helps the user determine:
Given reviewer comments, editor decision letters, rebuttal drafts, manuscript weaknesses, or revision notes, produce a revision strategy planning output that:
This skill is for revision planning and strategic triage, not for drafting the final point-by-point rebuttal line by line.
It is appropriate for:
It is not for:
This skill must clearly distinguish:
Use the reference files actively when producing the output:
references/clarification-first-rule.md
references/comment-triage-rules.md
references/action-routing-rules.md
references/feasibility-boundary-rules.md
references/priority-staging-rules.md
references/logic-reporting-rule.md
references/hard-rules.md
Before producing a long output, determine whether the user has clearly supplied enough information about:
If these are not clear enough, do not jump into a full revision strategy.
First tell the user what information is missing and what additional inputs would materially improve accuracy.
When helpful, explicitly recommend uploading:
Use this skill when the user asks things like:
This skill should:
If the user provides only a vague description of the review situation, do not immediately produce a full revision strategy.
First explain what is missing, ask focused follow-up questions, or recommend uploading the reviewer comments, editor letter, rebuttal draft, or manuscript summary.
Determine:
Classify each comment or comment cluster by:
Decide whether each item needs:
Separate comments into:
Explicitly distinguish:
Do not silently convert “potentially feasible” into “already committed.”
Group the work into practical phases such as:
For major prioritization choices, explicitly explain:
Follow the mandatory output structure below.
State whether the provided material is sufficient for high-confidence revision planning. If not, clearly say what is missing.
State your current understanding of:
State the major comment categories and their relative weight.
Provide the prioritized workstreams in order.
State which comments require:
Separate:
State the best execution order.
State the biggest risk in the revision and why it matters.
Explain the major prioritization and routing choices.
If anything important remains unclear, list the exact missing inputs that would improve the strategy. When helpful, recommend uploading reviewer comments, editor letter, rebuttal draft, or manuscript summary.
This skill should not:
A strong output from this skill:
A weak output:
© aipoch, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 8 other files (references) in awesome-med-research-skills/Academic Writing/revision-strategy-planner of aipoch/medical-research-skills.
Open the folder on GitHubat commit 686e09d
Revision Strategy Planner 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 |
|---|---|---|---|---|---|---|
| Revision Strategy Planner this skillaipoch/medical-research-skills | 1.9k | — | ~3k | Automated safety check: Pass | MIT | |
| 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 |
spacering-net/codeg
Structured hypothesis formulation from observations. An agent skill from spacering-net/codeg.
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.
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.
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.
mvanhorn/last30days-skill
Research what people actually say about any topic in the last 30 days.
spacering-net/codeg
Structured manuscript/grant review with checklist-based evaluation.
aipoch/medical-research-skills
Complete workflow for generating academic research posters from PDF literature; use when you need to extract paper content from PDFs and produce a LaTeX-based poster…
aipoch/medical-research-skills
Analyzes clinical diagnostic accuracy studies for bias using the QUADAS-2 tool.
aipoch/medical-research-skills
Perform comprehensive exploratory data analysis on scientific data files across 200+ file formats.
aipoch/medical-research-skills
A toolkit for preparing ISO 13485:2016 certification documentation for medical device QMS.
aipoch/medical-research-skills
Recommends target journals for manuscript submission by analyzing the paper topic/abstract and the journal distribution of similar PubMed literature; use when users ask for journal…
aipoch/medical-research-skills
Creates academic-poster writing packages for LaTeX using beamerposter, tikzposter, or baposter.
Categories
Builds prioritized manuscript revision plans for major or minor revisions by separating comments that require experiments, analyses, clarification, restructuring, or wording changes. Revision Strategy Planner is an agent skill from aipoch/medical-research-skills. Builds prioritized manuscript revision plans for major or minor revisions by separating comments that require experiments, analyses, clarification, restructuring, or wording changes.
Revision Strategy Planner fits situations like: research & Science work in your project.
Run `npx skills add aipoch/medical-research-skills --skill revision-strategy-planner -a claude-code`. Or copy the skill folder (awesome-med-research-skills/Academic Writing/revision-strategy-planner in aipoch/medical-research-skills) into .claude/skills/revision-strategy-planner in your project. Claude Code loads it when a task matches its description.
Run `npx skills add aipoch/medical-research-skills --skill revision-strategy-planner -a codex`. Or copy the skill folder (awesome-med-research-skills/Academic Writing/revision-strategy-planner in aipoch/medical-research-skills) into .agents/skills/revision-strategy-planner in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add aipoch/medical-research-skills --skill revision-strategy-planner -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/revision-strategy-planner, .gemini/skills/revision-strategy-planner, .github/skills/revision-strategy-planner and .opencode/skills/revision-strategy-planner in your project.
SKILL.md names no scripts, command-line tools or credentials: Revision Strategy Planner is instructions for the agent only.
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.
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.
Revision Strategy Planner is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
About 3k tokens (SKILL.md is roughly 12k 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 1.1k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Revision Strategy Planner: 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.
aipoch (a GitHub organization) maintains it in aipoch/medical-research-skills, which has 1,937 GitHub stars. The repository holds 578 skills in this directory. The repository was last updated on September 17, 2026.
Source: aipoch/medical-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.