Meteora Dlmm Pool Screening
sickn33/agentic-awesome-skills
Screen and rank Meteora DLMM pools for LP quality using public Meteora APIs (fee/TVL, bin step, organic score).
Converge the screened direction pool into a small, discussion-ready shortlist, writing output/trace/IDEASHORTLIST.md.
No licenceAuto-check passed
Install Idea Shortlist Curator
$ npx skills add WILLOSCAR/research-units-pipeline-skills --skill idea-shortlist-curator -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install WILLOSCAR/research-units-pipeline-skills idea-shortlist-curator --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/WILLOSCAR/research-units-pipeline-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.codex/skills/idea-shortlist-curator .claude/skills/idea-shortlist-curator && 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 "idea-shortlist-curator" agent skill from https://github.com/WILLOSCAR/research-units-pipeline-skills/tree/main/.codex/skills/idea-shortlist-curator into .claude/skills/idea-shortlist-curator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "idea-shortlist-curator", 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/WILLOSCAR/research-units-pipeline-skills/tree/main/.codex/skills/idea-shortlist-curatorType 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 WILLOSCAR/research-units-pipeline-skills --skill idea-shortlist-curator -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install WILLOSCAR/research-units-pipeline-skills idea-shortlist-curator --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/WILLOSCAR/research-units-pipeline-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.codex/skills/idea-shortlist-curator .agents/skills/idea-shortlist-curator && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "idea-shortlist-curator" agent skill from https://github.com/WILLOSCAR/research-units-pipeline-skills/tree/main/.codex/skills/idea-shortlist-curator into .agents/skills/idea-shortlist-curator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "idea-shortlist-curator", 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 WILLOSCAR/research-units-pipeline-skills --skill idea-shortlist-curator -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install WILLOSCAR/research-units-pipeline-skills idea-shortlist-curator --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/WILLOSCAR/research-units-pipeline-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.codex/skills/idea-shortlist-curator .cursor/skills/idea-shortlist-curator && 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 "idea-shortlist-curator" agent skill from https://github.com/WILLOSCAR/research-units-pipeline-skills/tree/main/.codex/skills/idea-shortlist-curator into .cursor/skills/idea-shortlist-curator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "idea-shortlist-curator", 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/WILLOSCAR/research-units-pipeline-skills.git --path .codex/skills/idea-shortlist-curator--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 WILLOSCAR/research-units-pipeline-skills --skill idea-shortlist-curator -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install WILLOSCAR/research-units-pipeline-skills idea-shortlist-curator --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/WILLOSCAR/research-units-pipeline-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.codex/skills/idea-shortlist-curator .gemini/skills/idea-shortlist-curator && 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 "idea-shortlist-curator" agent skill from https://github.com/WILLOSCAR/research-units-pipeline-skills/tree/main/.codex/skills/idea-shortlist-curator into .gemini/skills/idea-shortlist-curator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "idea-shortlist-curator", 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 WILLOSCAR/research-units-pipeline-skills idea-shortlist-curatorInstalls 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 WILLOSCAR/research-units-pipeline-skills --skill idea-shortlist-curator -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/WILLOSCAR/research-units-pipeline-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/.codex/skills/idea-shortlist-curator .github/skills/idea-shortlist-curator && 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 "idea-shortlist-curator" agent skill from https://github.com/WILLOSCAR/research-units-pipeline-skills/tree/main/.codex/skills/idea-shortlist-curator into .github/skills/idea-shortlist-curator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "idea-shortlist-curator", 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 WILLOSCAR/research-units-pipeline-skills --skill idea-shortlist-curator -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install WILLOSCAR/research-units-pipeline-skills idea-shortlist-curator --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/WILLOSCAR/research-units-pipeline-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.codex/skills/idea-shortlist-curator .opencode/skills/idea-shortlist-curator && 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 "idea-shortlist-curator" agent skill from https://github.com/WILLOSCAR/research-units-pipeline-skills/tree/main/.codex/skills/idea-shortlist-curator into .opencode/skills/idea-shortlist-curator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "idea-shortlist-curator", 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
idea-shortlist-curator- GitHub stars
- 513
- Token cost
- ~484 tokens
- SKILL.md length
- 201 words
- Files
- 5 (incl. scripts, references, assets)
- Skills in repo
- 107
- Repo updated
- First seen
- Licence
- None found
At a glance
Converge the screened direction pool into a small, discussion-ready shortlist, writing output/trace/IDEASHORTLIST.md.
- SKILL.md covers Triggers & routing, Load Order, Script Boundary and Script
- Runs Python scripts from its folder; calls uv
What it does
Idea Shortlist Curator is an agent skill from WILLOSCAR/research-units-pipeline-skills. Converge the screened direction pool into a small, discussion-ready shortlist, writing output/trace/IDEASHORTLIST.md.
Its SKILL.md is about 480 tokens, which your agent loads only when the skill is triggered. The skill folder holds 7 other files, including scripts, reference files and assets (for example `assets/rationale_templates.json`, `references/overview.md` and `references/ranking_rubric.md`).
The repository describes itself as: Research pipelines as semantic execution units: each skill declares inputs/outputs, acceptance criteria, and guardrails. Evidence-first methodology prevents hollow writing…
Example prompts
- “/idea-shortlist-curator”
Requirements
- Python 3
What it can do on your machine
Read from SKILL.md and the folder at commit c92912a. 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.
Shell commands in SKILL.md call:
uv
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md. Its commands use uv, which can reach the network depending on how they are called.
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
Idea Shortlist Curator loads about 484 tokens when it runs, and up to ~1.2k if it reads all its reference files. Until then it costs about 36 tokens; SKILL.md has 201 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 201 words (~484 tokens).
- name
- idea-shortlist-curator
Files
SKILL.md and 4 other files (scripts, references, assets) in .codex/skills/idea-shortlist-curator of WILLOSCAR/research-units-pipeline-skills.
- SKILL.md
- assets/rationale_templates.json
- references/overview.md
- references/ranking_rubric.md
- scripts/run.py
Open the folder on GitHubat commit c92912a
Compare with similar skills
Idea Shortlist Curator 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 |
|---|---|---|---|---|---|---|
| Idea Shortlist Curator this skillWILLOSCAR/research-units-pipeline-skills | 513 | — | ~484 | Automated safety check: Pass | None | |
| Meteora Dlmm Pool Screeningsickn33/agentic-awesome-skills | 47k | 1 repos | ~1.7k | Automated safety check: Notes | MIT | |
| Bio Crispr Screens Screen QcFreedomIntelligence/OpenClaw-Medical-Skills | 3.1k | — | ~2.1k | Automated safety check: Pass | None | |
| Direction Pickernexu-io/open-design | 100k | — | ~472 | Automated safety check: Warn | Apache-2.0 | |
| Frontend Design Directionaffaan-m/ECC | 277k | 1 repos | ~2.2k | Automated safety check: Pass | MIT | |
| Direction Attributethedaviddias/Front-End-Checklist | 74k | — | ~534 | Automated safety check: Pass | MIT |
Similar skills
Bio Crispr Screens Screen Qc
FreedomIntelligence/OpenClaw-Medical-Skills
Quality control for pooled CRISPR screens. An agent skill from FreedomIntelligence/OpenClaw-Medical-Skills.
Direction Picker
nexu-io/open-design
Resolves the visual direction at the plan stage from the brief and design system, without asking the user.
Frontend Design Direction
affaan-m/ECC
Set an ECC-specific frontend design direction for production UI work.
Direction Attribute
thedaviddias/Front-End-Checklist
A skill your agent uses when reviewing templates, rendered HTML, or shared components related to Set text direction for RTL languages.
Convergence
parcadei/Continuous-Claude-v3
Problem-solving strategies for convergence in real analysis. An agent skill from parcadei/Continuous-Claude-v3.
More from WILLOSCAR/research-units-pipeline-skills
All 107 skills in this repoAppendix Table Writer
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Curate reader-facing survey tables for the Appendix (clean layout + high information density), using only in-scope evidence and existing citation keys.
Artifact Contract Auditor
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Audit one research Workspace for declared Unit outputs and Pipeline target Artifacts, writing output/CONTRACTREPORT.md; use for mid-Run coverage snapshots or final delivery completeness, not deep…
Arxiv Search
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Retrieve arXiv paper metadata with keyword queries or import an offline arXiv export, and save results as JSONL (papers/papersraw.jsonl).
Chapter Lead Writer
WILLOSCAR/research-units-pipeline-skills
Write H2 chapter lead blocks (sections/S<secidlead.md) that preview the chapter's comparison lens and connect its H3 subsections, without adding new facts.
Chapter Skeleton
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Build a retrieval-informed chapter skeleton (outline/chapterskeleton.yml) from taxonomy/core scope before stable H3 decomposition.
Dedupe Rank
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A skill your agent uses when a broad paper candidate pool needs deterministic deduplication and a stable core set.
Questions about Idea Shortlist Curator
What does Idea Shortlist Curator do?
Converge the screened direction pool into a small, discussion-ready shortlist, writing output/trace/IDEASHORTLIST.md. Idea Shortlist Curator is an agent skill from WILLOSCAR/research-units-pipeline-skills.md.
How do I install Idea Shortlist Curator in Claude Code?
Run `npx skills add WILLOSCAR/research-units-pipeline-skills --skill idea-shortlist-curator -a claude-code`. Or copy the skill folder (.codex/skills/idea-shortlist-curator in WILLOSCAR/research-units-pipeline-skills) into .claude/skills/idea-shortlist-curator in your project. Claude Code loads it when a task matches its description.
How do I install Idea Shortlist Curator in Codex?
Run `npx skills add WILLOSCAR/research-units-pipeline-skills --skill idea-shortlist-curator -a codex`. Or copy the skill folder (.codex/skills/idea-shortlist-curator in WILLOSCAR/research-units-pipeline-skills) into .agents/skills/idea-shortlist-curator in your project. Codex loads it when a task matches its description.
Can I use Idea Shortlist Curator 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 WILLOSCAR/research-units-pipeline-skills --skill idea-shortlist-curator -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/idea-shortlist-curator, .gemini/skills/idea-shortlist-curator, .github/skills/idea-shortlist-curator and .opencode/skills/idea-shortlist-curator in your project.
What does Idea Shortlist Curator need to run?
Going by SKILL.md and its folder, Idea Shortlist Curator needs Python for the scripts in its folder and the command-line tools its instructions call (uv). Our summary lists: Python 3.
Does Idea Shortlist Curator access the network?
SKILL.md contains no URLs. Its commands use uv, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Is Idea Shortlist Curator 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 Idea Shortlist Curator use?
No licence was found for Idea Shortlist Curator or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Idea Shortlist Curator use?
About 484 tokens (SKILL.md is roughly 1.9k 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 691 tokens, read only when the agent opens those files.
What are the alternatives to Idea Shortlist Curator?
Skills that share tags, products or a category with Idea Shortlist Curator: Meteora Dlmm Pool Screening (sickn33/agentic-awesome-skills, 47k stars), Bio Crispr Screens Screen Qc (FreedomIntelligence/OpenClaw-Medical-Skills, 3.1k stars), Direction Picker (nexu-io/open-design, 100k stars) and Frontend Design Direction (affaan-m/ECC, 277k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Idea Shortlist Curator?
WILLOSCAR (a GitHub user) maintains it in WILLOSCAR/research-units-pipeline-skills, which has 513 GitHub stars. The repository holds 107 skills in this directory. The repository was last updated on October 5, 2026.
Source: WILLOSCAR/research-units-pipeline-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.