Hypothesis Generation
spacering-net/codeg
Structured hypothesis formulation from observations. An agent skill from spacering-net/codeg.
A skill your agent uses when a 《中国行政管理》 manuscript is at the topic-selection stage and the public-administration theory frame, the research question, or the venue match are unsettled.
Install Cpa Topic Selection
$ npx skills add franklee16/academic-research-skills --skill cpa-topic-selection -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install franklee16/academic-research-skills cpa-topic-selection --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/Awesome-Journal-Skills-main/Chinese-Public-Administration-Skills/skills/cpa-topic-selection .claude/skills/cpa-topic-selection && 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 "cpa-topic-selection" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Chinese-Public-Administration-Skills/skills/cpa-topic-selection into .claude/skills/cpa-topic-selection/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cpa-topic-selection", 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/Awesome-Journal-Skills-main/Chinese-Public-Administration-Skills/skills/cpa-topic-selectionType 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 cpa-topic-selection -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install franklee16/academic-research-skills cpa-topic-selection --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/Awesome-Journal-Skills-main/Chinese-Public-Administration-Skills/skills/cpa-topic-selection .agents/skills/cpa-topic-selection && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "cpa-topic-selection" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Chinese-Public-Administration-Skills/skills/cpa-topic-selection into .agents/skills/cpa-topic-selection/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cpa-topic-selection", 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 cpa-topic-selection -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install franklee16/academic-research-skills cpa-topic-selection --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/Awesome-Journal-Skills-main/Chinese-Public-Administration-Skills/skills/cpa-topic-selection .cursor/skills/cpa-topic-selection && 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 "cpa-topic-selection" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Chinese-Public-Administration-Skills/skills/cpa-topic-selection into .cursor/skills/cpa-topic-selection/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cpa-topic-selection", 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 Awesome-Journal-Skills-main/Chinese-Public-Administration-Skills/skills/cpa-topic-selection--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 cpa-topic-selection -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install franklee16/academic-research-skills cpa-topic-selection --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/Awesome-Journal-Skills-main/Chinese-Public-Administration-Skills/skills/cpa-topic-selection .gemini/skills/cpa-topic-selection && 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 "cpa-topic-selection" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Chinese-Public-Administration-Skills/skills/cpa-topic-selection into .gemini/skills/cpa-topic-selection/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cpa-topic-selection", 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 cpa-topic-selectionInstalls 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 cpa-topic-selection -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/Awesome-Journal-Skills-main/Chinese-Public-Administration-Skills/skills/cpa-topic-selection .github/skills/cpa-topic-selection && 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 "cpa-topic-selection" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Chinese-Public-Administration-Skills/skills/cpa-topic-selection into .github/skills/cpa-topic-selection/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cpa-topic-selection", 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 cpa-topic-selection -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 cpa-topic-selection --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/Awesome-Journal-Skills-main/Chinese-Public-Administration-Skills/skills/cpa-topic-selection .opencode/skills/cpa-topic-selection && 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 "cpa-topic-selection" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Chinese-Public-Administration-Skills/skills/cpa-topic-selection into .opencode/skills/cpa-topic-selection/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cpa-topic-selection", 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
cpa-topic-selection- GitHub stars
- 223
- Used in
- 1 other repo
- Token cost
- ~510 tokens
- SKILL.md length
- 84 words
- Files
- 1
- Skills in repo
- 1,616
- Repo updated
- First seen
- Licence
- None found
At a glance
A skill your agent uses when a 《中国行政管理》 manuscript is at the topic-selection stage and the public-administration theory frame, the research question, or the venue match are unsettled.
- Works in 3 steps: 公共管理理论定位：仅有"现象 + 数据 / 案例 +… → 可研究的中国治理问题：宏大议题必须收敛为一个具体、可回答的研究问题，并能在第一段说… → 贡献可枚举：能拆成 3–4 条独立的、互不重叠的贡献（理论 / 经验 / 方法…
- A 《中国行政管理》 manuscript is at the topic-selection stage and the public-administration theory frame
- SKILL.md covers 触发时机, 三个硬约束, 从宏大议题到可研究问题 and 理论框架自检, plus 3 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Cpa Topic Selection is an agent skill from franklee16/academic-research-skills. Use when a 《中国行政管理》 manuscript is at the topic-selection stage and the public-administration theory frame, the research question, or the venue match are unsettled. Produces the theory-frame checklist and the research-question / contribution template; does not design the empirics.
Its SKILL.md is about 510 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, covering Hypothesis generation. 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
- A 《中国行政管理》 manuscript is at the topic-selection stage and the public-administration theory frame
- The research question
- The venue match are unsettled
Example prompts
- “/cpa-topic-selection”
Workflow steps
3 steps, taken from the first numbered list in SKILL.md.
- 公共管理理论定位：仅有"现象 + 数据 / 案例 + 对策"不够，必须能挂上某一支公共管理理论（治理理论、政策过程理论、新公共管理 / 新公共服务、官僚制 / 街头官僚、央地关系等）
- 可研究的中国治理问题：宏大议题必须收敛为一个具体、可回答的研究问题，并能在第一段说清"这个问题为什么在中国当下值得做"
- 贡献可枚举：能拆成 3–4 条独立的、互不重叠的贡献（理论 / 经验 / 方法 / 实践）
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
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
Cpa Topic Selection loads about 510 tokens when it runs. Until then it costs about 75 tokens; SKILL.md has 84 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 84 words (~510 tokens).
- name
- cpa-topic-selection
Files
Just SKILL.md in Awesome-Journal-Skills-main/Chinese-Public-Administration-Skills/skills/cpa-topic-selection of franklee16/academic-research-skills.
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
Cpa Topic Selection 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 |
|---|---|---|---|---|---|---|
| Cpa Topic Selection this skillfranklee16/academic-research-skills | 223 | 1 repos | ~510 | Automated safety check: Pass | None | |
| Hypothesis Generationspacering-net/codeg | 3.8k | 15 repos | ~3.6k | Automated safety check: Notes | MIT | |
| Nature Paper CardYuan1z0825/nature-skills | 46k | 2 repos | ~2.1k | Automated safety check: Pass | Apache-2.0 | |
| Hypothesis GenerationK-Dense-AI/claude-scientific-writer | 2.4k | 2 repos | ~3.9k | Automated safety check: Pass | MIT | |
| Good QuestionRimagination/good-question | 305 | 1 repos | ~4.3k | Automated safety check: Pass | MIT | |
| Claim-Driven Experiment PlannerzjYao36/Auto-Research-Refine | 128 | 7 repos | ~2.3k | Automated safety check: Notes | None |
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Yuan1z0825/nature-skills
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Hypothesis Generation
K-Dense-AI/claude-scientific-writer
Formulate evidence-bounded scientific questions, candidate hypotheses, rival explanations, causal or associational claims, discriminating predictions, measurements, and preregistration-ready…
Good Question
Rimagination/good-question
A skill your agent uses when a researcher is choosing, framing, refining, or stress-testing a research question, hypothesis, thesis topic, project idea, grant direction, paper angle, or stalled…
Claim-Driven Experiment Planner
zjYao36/Auto-Research-Refine
Turns a refined research proposal into a claim-to-evidence-to-run-order roadmap instead of a sprawling benchmark wishlist.
High Stakes Analytics Decision Lab
limingrui679-design/high-stakes-analytics-decision-lab
Build or review source-backed descriptive, diagnostic, predictive, and prescriptive analysis for consequential decisions.
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Related
Categories
Questions about Cpa Topic Selection
What does Cpa Topic Selection do?
A skill your agent uses when a 《中国行政管理》 manuscript is at the topic-selection stage and the public-administration theory frame, the research question, or the venue match are unsettled. Cpa Topic Selection is an agent skill from franklee16/academic-research-skills. Use when a 《中国行政管理》 manuscript is at the topic-selection stage and the public-administration theory frame, the research question, or the venue match are unsettled.
When should I use Cpa Topic Selection?
Cpa Topic Selection fits situations like: A 《中国行政管理》 manuscript is at the topic-selection stage and the public-administration theory frame; the research question; the venue match are unsettled.
How do I install Cpa Topic Selection in Claude Code?
Run `npx skills add franklee16/academic-research-skills --skill cpa-topic-selection -a claude-code`. Or copy the skill folder (Awesome-Journal-Skills-main/Chinese-Public-Administration-Skills/skills/cpa-topic-selection in franklee16/academic-research-skills) into .claude/skills/cpa-topic-selection in your project. Claude Code loads it when a task matches its description.
How do I install Cpa Topic Selection in Codex?
Run `npx skills add franklee16/academic-research-skills --skill cpa-topic-selection -a codex`. Or copy the skill folder (Awesome-Journal-Skills-main/Chinese-Public-Administration-Skills/skills/cpa-topic-selection in franklee16/academic-research-skills) into .agents/skills/cpa-topic-selection in your project. Codex loads it when a task matches its description.
Can I use Cpa Topic Selection 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 cpa-topic-selection -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/cpa-topic-selection, .gemini/skills/cpa-topic-selection, .github/skills/cpa-topic-selection and .opencode/skills/cpa-topic-selection in your project.
What does Cpa Topic Selection need to run?
SKILL.md names no scripts, command-line tools or credentials: Cpa Topic Selection is instructions for the agent only.
Does Cpa Topic Selection 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 Cpa Topic Selection 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 Cpa Topic Selection use?
No licence was found for Cpa Topic Selection or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Cpa Topic Selection use?
About 510 tokens (SKILL.md is roughly 2k 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 Cpa Topic Selection?
Skills that share tags, products or a category with Cpa Topic Selection: Hypothesis Generation (spacering-net/codeg, 3.8k stars), Nature Paper Card (Yuan1z0825/nature-skills, 46k stars), Hypothesis Generation (K-Dense-AI/claude-scientific-writer, 2.4k stars) and Good Question (Rimagination/good-question, 305 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Cpa Topic Selection?
franklee16 (a GitHub user) maintains it in franklee16/academic-research-skills, which has 223 GitHub stars. The repository holds 1,616 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.