refine
Skill1 starsChanged 22 days agoLicence not identifiedView on GitHub
Use to improve workflows, turn preferences into rules or skills, or address recurring task friction.
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 36 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.
The licence could not be identified — 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 36 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 versions41 projects use a version of this.
Word for word · 0
None found.
Edited · 4
- ryanportfolio/Harness-Firmware★ 148% same
- ryanportfolio/savetokens★ 177% same
- ryanportfolio/STK★ 177% same
- ryanportfolio/HarnessFirmware.com★ 077% same
Wrote their own version · 37
- PrimeIntellect-ai/prime-agent★ 22ksame name
- windmill-labs/windmill★ 18ksame name
- DAIR-AutoResearch/AutoSci★ 1.7ksame name
- PKU-DAIR/AutoSci★ 1.7ksame name
- skyllwt/AutoSci★ 1.7ksame name
- skyllwt/OmegaWiki★ 1.7ksame name
- AlexPEClub/ai-coding-starter-kit★ 382same name
- rsi-gear/gear★ 374same name
- automagik-dev/genie★ 345same name
- namastexlabs/automagik-genie★ 345same name
27 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 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.
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
LambenthanSkillexp-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
- +4 more from Lambenthan
In this repository83 other files it gives its agents.
- AGENTS.mdAGENTS.md
- CLAUDE.mdCLAUDE.md
- addskillSkill
- adopt-repoSkill
- advocateSkill
- arenaSkill
- astra-reviewSkill
- babysit-ciSkill
- brainstormingSkill
- broSkill
- cavemanSkill
- clarity-passSkill
- claude-reviewSkill
- codex-reviewSkill
- create-guideSkill
- crosslinkSkill
- dareSkill
- design-studySkill
- enhance-promptSkill
- fable-modeSkill
- forge-repo-ui-skillSkill
- handoff-auditSkill
- impartial-reviewSkill
- ingestSkill
- init-projectSkill
- labSkill
- long-horizonSkill
- optimize-contextSkill
- perf-loopSkill
- plain-wordsSkill
- recallSkill
- refineSkill
- session-hubSkill
- showpieceSkill
- sync-starterSkill
- whySkill
- wow-loopSkill
- writing-plansSkill
- writingSkill
- addskillSkill
- adopt-repoSkill
- advocateSkill
- arenaSkill
- astra-fullreviewSkill
- astra-reviewSkill
- babysit-ciSkill
- brainstormingSkill
- broSkill
- cavemanSkill
- clarity-passSkill
- claude-reviewSkill
- codex-fullreviewSkill
- codex-reviewSkill
- compact-reviewSkill
- create-guideSkill
- crosslinkSkill
- dareSkill
- design-studySkill
- enhance-promptSkill
- fable-modeSkill
- 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.
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.

