idea-generation
Skill0 starsChanged 3 months agoNo licenceView on GitHub
description: Systematic stock screening and investment idea sourcing. Combines quantitative screens, thematic research, and pattern recognition to surface new long and short ideas. Use when looking for new ideas, running…
10 other projects use a version of this, 2 of them edited.
Adopted by
Most recently taken up by
- fkguo/nulliustheir own version, first seen Oct 17, 2026
- openai/pluginstheir own version, first seen Oct 13, 2026
- willlee1995/skillstheir own version, first seen Oct 13, 2026
- tsingyuai/scientifytheir own version, first seen Oct 8, 2026
- anthropics/financial-services-pluginsedited, first seen Oct 8, 2026
- crfldrxyz/AuthorOps-Skillstheir own version, first seen Sep 1, 2026
Used with
Projects with it also use atomic-decomposition, math-reasoning and 4 more.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
lingzhi227Skillatomic-decomposition
Decompose research ideas into atomic, self-contained concepts with bidirectional math-code mapping. For each concept, extract the math formula from papers and find code implementations. Use for complex system papers requiring formal grounding.
Also in 3 projects that use this
lingzhi227Skillmath-reasoning
Formal mathematical reasoning for research papers — derive equations, write proofs, formalize problem settings, select statistical tests, and generate LaTeX math notation. Use when the user needs mathematical derivations, theorem proofs, notation tables, or statistical analysis formalization.
Also in 3 projects that use this
- +4 more from lingzhi227
Other versions10 projects use a version of this.
Word for word · 0
None found.
Edited · 2
- anthropics/financial-services★ 41k99% same
- anthropics/financial-services-plugins★ 41k99% same
Wrote their own version · 8
- openai/plugins★ 7.8ksame name
- tsingyuai/scientify★ 2.2ksame name
- lingzhi227/agent-research-skills★ 350same name
- voidful/academic-skills★ 126same name
- fkguo/nullius★ 20same name
- dongzhigang13305312738-art/paper-skills★ 1same name
- willlee1995/skills★ 1same name
- crfldrxyz/AuthorOps-Skills★ 0same name
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository167 other files it gives its agents.
- 3-statementsSkill
- account-researchSkill
- account-researchSkill
- board-meeting-prepSkill
- brainstormingSkill
- brand-guidelinesSkill
- brand-voice-enforcementSkill
- business-case-builderSkill
- buyer-listSkill
- call-prepSkill
- call-prepSkill
- campaign-plannerSkill
- canned-responsesSkill
- canvas-designSkill
- catalyst-calendarSkill
- changelog-generatorSkill
- change-managementSkill
- check-modelSkill
- churn-analysisSkill
- cim-builderSkill
- client-reportSkill
- client-reviewSkill
- code-reviewSkill
- compensation-benchmarkingSkill
- competitive-ads-extractorSkill
- competitive-analysisSkill
- competitive-intelligenceSkill
- complianceSkill
- compliance-trackingSkill
- compose-outreachSkill
- fsi-comps-analysisSkill
- contact-researchSkill
- content-research-writerSkill
- context7-mcpSkill
- contract-negotiationSkill
- contract-reviewSkill
- create-an-assetSkill
- csv-data-summarizerSkill
- customer-researchSkill
- daily-briefingSkill
- data-context-extractorSkill
- data-explorationSkill
- datapack-builderSkill
- data-validationSkill
- data-visualizationSkill
- dcf-modelSkill
- dd-checklistSkill
- dd-meeting-prepSkill
- deal-screeningSkill
- deal-sourcingSkill
- deal-trackerSkill
- deep-researchSkill
- dei-strategySkill
- developer-growth-analysisSkill
- discover-brandSkill
- doc-coauthoringSkill
- documentationSkill
- docxSkill
- domain-name-brainstormerSkill
- draft-outreachSkill
- The first 60 shown.
The file
We split this skill into the rules it gives an agent
4 rules. 0 are common, 4 are distinctive, and 0 are very specific to this project.
0
Common
Most of the 9 edited versions we read keep these.
4
Distinctive
This author's own choices. Worth a look.
0
Very specific
Tied to their project's names, files or tools. Probably skip.
No licence file, so all rights are reserved — read it at the source. We count its rules but don't quote them. Read them on GitHub.
“Common” is measured: kept by at least 6 in 10 of the 9 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

