Enforce First
danielvm-git/bigpowers
Apply the F.I.R.S.T test quality rubric (per CONVENTIONS.md §Tests) to a test suite or individual tests.
Collaboratively build and refine paper screening rubrics through brainstorming, test-driven development, and iterative feedback
Install Building Screening Rubrics
$ npx skills add wentorai/Research-Claw --skill building-screening-rubrics -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install wentorai/Research-Claw building-screening-rubrics --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/wentorai/Research-Claw.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/building-screening-rubrics .claude/skills/building-screening-rubrics && 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 "building-screening-rubrics" agent skill from https://github.com/wentorai/Research-Claw/tree/main/skills/building-screening-rubrics into .claude/skills/building-screening-rubrics/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "building-screening-rubrics", 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/wentorai/Research-Claw/tree/main/skills/building-screening-rubricsType 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 wentorai/Research-Claw --skill building-screening-rubrics -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install wentorai/Research-Claw building-screening-rubrics --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/wentorai/Research-Claw.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/building-screening-rubrics .agents/skills/building-screening-rubrics && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "building-screening-rubrics" agent skill from https://github.com/wentorai/Research-Claw/tree/main/skills/building-screening-rubrics into .agents/skills/building-screening-rubrics/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "building-screening-rubrics", 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 wentorai/Research-Claw --skill building-screening-rubrics -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install wentorai/Research-Claw building-screening-rubrics --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/wentorai/Research-Claw.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/building-screening-rubrics .cursor/skills/building-screening-rubrics && 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 "building-screening-rubrics" agent skill from https://github.com/wentorai/Research-Claw/tree/main/skills/building-screening-rubrics into .cursor/skills/building-screening-rubrics/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "building-screening-rubrics", 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/wentorai/Research-Claw.git --path skills/building-screening-rubrics--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 wentorai/Research-Claw --skill building-screening-rubrics -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install wentorai/Research-Claw building-screening-rubrics --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/wentorai/Research-Claw.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/building-screening-rubrics .gemini/skills/building-screening-rubrics && 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 "building-screening-rubrics" agent skill from https://github.com/wentorai/Research-Claw/tree/main/skills/building-screening-rubrics into .gemini/skills/building-screening-rubrics/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "building-screening-rubrics", 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 wentorai/Research-Claw building-screening-rubricsInstalls 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 wentorai/Research-Claw --skill building-screening-rubrics -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/wentorai/Research-Claw.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/building-screening-rubrics .github/skills/building-screening-rubrics && 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 "building-screening-rubrics" agent skill from https://github.com/wentorai/Research-Claw/tree/main/skills/building-screening-rubrics into .github/skills/building-screening-rubrics/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "building-screening-rubrics", 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 wentorai/Research-Claw --skill building-screening-rubrics -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install wentorai/Research-Claw building-screening-rubrics --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/wentorai/Research-Claw.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/building-screening-rubrics .opencode/skills/building-screening-rubrics && 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 "building-screening-rubrics" agent skill from https://github.com/wentorai/Research-Claw/tree/main/skills/building-screening-rubrics into .opencode/skills/building-screening-rubrics/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "building-screening-rubrics", 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
building-screening-rubrics- GitHub stars
- 858
- Used in
- 3 other repos
- Token cost
- ~4.5k tokens
- SKILL.md length
- 998 words
- Files
- 1
- Skills in repo
- 29
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Collaboratively build and refine paper screening rubrics through brainstorming, test-driven development, and iterative feedback
- Works in 4 steps: Collaborative Rubric Design → Test-Driven Refinement → Bulk Screening → …
- Tasks that involve Quizzes and assessments
- SKILL.md covers Overview, When to Use, Two-Phase Process and File Structure, plus 7 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Building Screening Rubrics is an agent skill from wentorai/Research-Claw. Collaboratively build and refine paper screening rubrics through brainstorming, test-driven development, and iterative feedback
Its SKILL.md is about 4.5k 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 Education, covering Quizzes and assessments, Brainstorming and Test-driven development. The repository describes itself as: In the AI era, why can't everyone be a Principal Investigator?
When your agent uses it
- Tasks that involve Quizzes and assessments
- Tasks that involve Brainstorming
- Tasks that involve Test-driven development
Example prompts
- “/building-screening-rubrics”
Requirements
- Python 3
Workflow steps
4 steps, taken from the step headings in SKILL.md.
- Collaborative Rubric Design
- Test-Driven Refinement
- Bulk Screening
- Offline Review & Re-screening
What it can do on your machine
Read from SKILL.md and the folder at commit 5015be7. 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, python and bash).
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
Building Screening Rubrics loads about 4.5k tokens when it runs. Until then it costs about 39 tokens; SKILL.md has 998 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
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 998 words (~4,472 tokens).
“Core principle: Build screening rubrics collaboratively through brainstorming → test → refine → automate → review → iterate.”
- name
- building-screening-rubrics
- when_to_use
- Starting new literature search. When automated screening misclassifies papers. When need to screen 50+ papers efficiently. Before creating screening scripts…
- version
- 2.0.0
Files
Just SKILL.md in skills/building-screening-rubrics of wentorai/Research-Claw.
Open the folder on GitHubat commit 5015be7
Used in 3 other repositories
We found 5 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 3 other GitHub owners. This page covers the copy in wentorai/Research-Claw, which our catalogue first saw on October 7, 2026.
- kthorn/research-superpowerskills/research/building-screening-rubrics
- brycewang-stanford/Auto-Empirical-Research-Skillsskills/05-kthorn-research-superpower/research/building-screening-rubrics
- Drchronx/ai-agent-research-starter-kit综合学术部署包/02_文献检索综述引用Skills/research-superpower/research/building-screening-rubrics本地Skills功能分类库/02_文献检索综述引用Skills/research-superpower/research/building-screening-rubrics+1 more
Compare with similar skills
Building Screening Rubrics 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 |
|---|---|---|---|---|---|---|
| Building Screening Rubrics this skillwentorai/Research-Claw | 858 | 3 repos | ~4.5k | Automated safety check: Pass | Custom licence | |
| Enforce Firstdanielvm-git/bigpowers | 260 | — | ~463 | Automated safety check: Pass | MIT | |
| Agentic Evalgithub/awesome-copilot | 40k | 3 repos | ~1.5k | Automated safety check: Pass | MIT | |
| Brainstormingxpinjection/test-driven-spring-boot | 112 | 53 repos | ~2.6k | Automated safety check: Pass | MIT | |
| DeepTutor CLIHKUDS/DeepTutor | 41k | — | ~2.8k | Automated safety check: Pass | Apache-2.0 | |
| AI Engineering Placement Quizrohitg00/ai-engineering-from-scratch | 67k | — | ~2k | Automated safety check: Pass | MIT |
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- Official
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You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior.
DeepTutor CLI
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Teaches the agent to set up and run DeepTutor from the command line: chat and capabilities, knowledge bases, partners, memory, sessions, notebooks and the server or Web app.
AI Engineering Placement Quiz
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Runs a 10-question quiz across five areas to place a learner in the AI Engineering from Scratch curriculum, so they skip what they already know.
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Turns a codebase into an interactive single-page HTML course for non-technical learners, with scroll modules, animated diagrams, quizzes and plain-English code translations.
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Related
Categories
Questions about Building Screening Rubrics
What does Building Screening Rubrics do?
Collaboratively build and refine paper screening rubrics through brainstorming, test-driven development, and iterative feedback. Building Screening Rubrics is an agent skill from wentorai/Research-Claw.
When should I use Building Screening Rubrics?
Building Screening Rubrics fits situations like: tasks that involve Quizzes and assessments; tasks that involve Brainstorming; tasks that involve Test-driven development.
How do I install Building Screening Rubrics in Claude Code?
Run `npx skills add wentorai/Research-Claw --skill building-screening-rubrics -a claude-code`. Or copy the skill folder (skills/building-screening-rubrics in wentorai/Research-Claw) into .claude/skills/building-screening-rubrics in your project. Claude Code loads it when a task matches its description.
How do I install Building Screening Rubrics in Codex?
Run `npx skills add wentorai/Research-Claw --skill building-screening-rubrics -a codex`. Or copy the skill folder (skills/building-screening-rubrics in wentorai/Research-Claw) into .agents/skills/building-screening-rubrics in your project. Codex loads it when a task matches its description.
Can I use Building Screening Rubrics 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 wentorai/Research-Claw --skill building-screening-rubrics -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/building-screening-rubrics, .gemini/skills/building-screening-rubrics, .github/skills/building-screening-rubrics and .opencode/skills/building-screening-rubrics in your project.
What does Building Screening Rubrics need to run?
SKILL.md names no scripts, command-line tools or credentials: Building Screening Rubrics is instructions for the agent only. Our summary lists: Python 3.
Does Building Screening Rubrics 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 Building Screening Rubrics 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 Building Screening Rubrics use?
Building Screening Rubrics has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
How many tokens does Building Screening Rubrics use?
About 4.5k tokens (SKILL.md is roughly 18k 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 Building Screening Rubrics?
Skills that share tags, products or a category with Building Screening Rubrics: Enforce First (danielvm-git/bigpowers, 260 stars), Agentic Eval (github/awesome-copilot, 40k stars), Brainstorming (xpinjection/test-driven-spring-boot, 112 stars) and DeepTutor CLI (HKUDS/DeepTutor, 41k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Building Screening Rubrics?
wentorai (a GitHub user) maintains it in wentorai/Research-Claw, which has 858 GitHub stars. The repository holds 29 skills in this directory. The repository was last updated on August 20, 2026.
Source: wentorai/Research-Claw on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.