literature-research
Skill1 starsChanged 15 days agoMITView on GitHub
Investigate a question against high-trust primary sources and capture the findings as a Markdown file in the repo. Use when the user wants a topic researched, or to find the state of the art on a hypothesis.
7 other projects use a version of this.
Adopted by
Most recently taken up by
- gigio1023/agent-skillstheir own version, first seen Oct 13, 2026
- gigio1023/gigio-skillstheir own version, first seen Oct 13, 2026
- MohamedEssam0-0/claude-skillstheir own version, first seen Oct 11, 2026
- nalada16/my_MLIntern_claude_skilltheir own version, first seen Jun 25, 2026
- aiagentwithdhruv/skillstheir own version, first seen Mar 2, 2026
- phuongdo/claude-skillstheir own version, first seen Feb 17, 2026
Used with
Projects with it also use skill-builder.
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.
BlockSkillskill-builder
Create, edit, or inspect Berd skills stored as skill folders with SKILL.md files. Use when the user wants to build a new skill, update an existing skill, convert a workflow into a reusable skill, or decide whether instructions, scripts, references, or assets belong in a skill.
Also in 3 projects that use this
Other versions7 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 7
- nickjwells/skills-workspace★ 28same name
- aiagentwithdhruv/skills★ 16same name
- nalada16/my_MLIntern_claude_skill★ 7same name
- gigio1023/agent-skills★ 2same name
- gigio1023/gigio-skills★ 2same name
- MohamedEssam0-0/claude-skills★ 0same name
- phuongdo/claude-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 repository15 other files it gives its agents.
- CLAUDE.mdCLAUDE.md
- llms.txtllms.txt
- critic-reviewSkill
- developing-data-science-notebooksSkill
- expectation-driven-scienceSkill
- experiment-graphSkill
- experiment-pipelineSkill
- exp-reviewSkill
- hypothesysSkill
- let-it-ripSkill
- mad-science-setupSkill
- notify-gchat-human-waitSkill
- to-articleSkill
- to-docSkill
- what-i-doSkill
The file
We split this skill into the rules it gives an agent
1 rule. 0 are common, 1 is distinctive, and 0 are very specific to this project.
0
Common
Most of the 7 edited versions we read keep these.
1
Distinctive
This author's own choices. Worth a look.
0
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 15
Write the findings to a single Markdown file, citing each claim's source.
“Common” is measured: kept by at least 6 in 10 of the 7 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.
Files
Spin up a background agent to do the research, so you keep working while it reads.
Its job:
- Investigate state-of-the-art articles on the internet, preferring gold-standard sources; report their results and how they solved the problem, with references.
- Compare the findings against the input.
- Write the findings to a single Markdown file, citing each claim's source.
- Save it where the repo already keeps such notes; match the existing convention, and if there is none, put it somewhere sensible and say where.
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.