research
Skill1 starsChanged 3 months agoNo licenceView on GitHub
Research a problem on the internet — search the web and pull answers from authoritative sources (official docs, GitHub issues/PRs, Stack Overflow, Reddit, forums, blogs) to find a fix, a known bug, correct library usage, or best practice. Cross-checks sources, weighs recency and version, and cites links. Use whenever the user invokes /research or asks to "look this up online", "search for a fix", "is this a known issue", "how do others solve X", "find docs for Y", or when you're stuck on an error and need outside information. Needs internet (won't run under /no-internet).
- Pipes a download into a shell
We split this skill into the rules it gives an agent
5 rules. 0 are common, 4 are distinctive, and 1 is very specific to this project.
0
Common
Most of the 164 edited versions we read keep these.
4
Distinctive
This author's own choices. Worth a look.
1
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 164 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.
Other versions187 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 187
- mattpocock/skills★ 309ksame name
- Yeachan-Heo/oh-my-claude-sisyphus★ 40ksame name
- Yeachan-Heo/oh-my-claudecode★ 40ksame name
- QuivrHQ/quivr★ 40ksame name
- udecode/plate★ 17ksame name
- openai/plugins★ 7.4ksame name
- ArcReel/ArcReel★ 6ksame name
- vinvcn/mattpocock-skills-zh-CN★ 5.5ksame name
- withcoral/coral★ 4.9ksame name
- docker/docs★ 4.7ksame name
177 more not listed
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.
Used alongsideProjects with it also use daily-arxiv, exp-eval and 10 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.
LambenthanSkilldaily-arxiv
每日从 arXiv 拉取新论文，过滤相关性，auto-ingest 高优先级论文，检测 SOTA 更新
Also in 5 projects that use this
- LambenthanSkill
exp-eval
实验判决门：Review LLM 独立评判实验结果 → 4 种判决路径 → 自动更新 claims confidence、ideas status、graph edges
Also in 5 projects that use this
truongtv22SkillProblem-Solving Techniques
Apply systematic problem-solving techniques for complexity spirals (simplification cascades), innovation blocks (collision-zone thinking), recurring patterns (meta-pattern recognition), assumption constraints (inversion exercise), scale uncertainty (scale game), and dispatch when stuck. Techniques derived from Microsoft Amplifier project patterns adapted for immediate application.
Also in 5 projects that use this
liufeng1976Skillsetup-ts-deep-modules
Wire dependency-cruiser into a TypeScript repo so each package is a deep module — implementation hidden in subfolders, reachable only through its entry-point files. User-invoked.
Also in 38 projects that use this
skyllwtSkillexp-pilot-eval
Pilot result evaluation — read pilot results, apply success criteria, update idea page (pilot_result, failure_reason if failed), generate PILOT_VERDICT_REPORT. Called by /ideate Phase 5 after /exp-pilot-run.
Also in 4 projects that use this
- skyllwtSkill
exp-pilot-run
Pilot experiment execution — read Pilot Spec YAML, write pilot code, run experiment(Confirm with the user before operation and require the applicant to conduct manual inspection), return results. Called by /ideate Phase 5. Does NOT modify wiki pages or judge pass/fail.
Also in 4 projects that use this
- +5 more from Lambenthan
- +1 more from skyllwt
In this repository73 other files it gives its agents.
- backupSkill
- behindSkill
- big-changeSkill
- bug-huntSkill
- build-it-newSkill
- carefulSkill
- checklistSkill
- cleanupSkill
- continueSkill
- controlSkill
- create-videoSkill
- decideSkill
- documentateSkill
- dont-stop-till-completeSkill
- dont-use-skills-rnSkill
- find-the-virusSkill
- fixSkill
- flutter-designSkill
- full-controlSkill
- full-implementSkill
- full-speedSkill
- full-stopSkill
- improve-designSkill
- improvement-ideasSkill
- improve-performanceSkill
- improveSkill
- inventSkill
- just-do-itSkill
- laptop-modeSkill
- later-ideasSkill
- learnSkill
- legit-projectSkill
- limit-refreshSkill
- loopSkill
- make-it-make-senseSkill
- mapSkill
- maskSkill
- missingSkill
- new-featuresSkill
- no-internetSkill
- no-talkSkill
- no-waitingSkill
- optimizeSkill
- pauseSkill
- placeholder-replacerSkill
- play-sound-when-doneSkill
- portSkill
- protectSkill
- quick-cleanupSkill
- quick-documentateSkill
- quick-fixSkill
- quick-improveSkill
- quick-mapSkill
- read-skills-againSkill
- reverse-engineerSkill
- save-usageSkill
- selfmadeSkill
- shutdown-when-doneSkill
- sickSkill
- smoothenerSkill
- The first 60 shown.
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
Reviews can't be read right now.
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.