discover
Skill0 starsChanged 55 days agoNo licenceView on GitHub
Contextual skill discovery - observe what the user is working on and surface relevant WFK skills and principles they might not know about. Use this skill when the user says "discover", "what skills should I use", "what can you do", "help me work better", "workflow tips", "what am I missing", or when a new user wants to learn the kit. Can also run as a lightweight tip during /orient.
57 other projects use a version of this.
Adopted by
Most recently taken up by
- anombyte93/prd-taskmastertheir own version, first seen Nov 8, 2026
- charles-adedotun/sre-plugintheir own version, first seen Nov 8, 2026
- rajanrx/skillstheir own version, first seen Nov 8, 2026
- joeldevz/skynex-pitheir own version, first seen Nov 8, 2026
- AsiaOstrich/EngramGraphtheir own version, first seen Nov 8, 2026
- islandhopper81/claude-skillstheir own version, first seen Nov 1, 2026
Used with
Projects 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
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
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
skyllwtSkillexp-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
phanghonghaoSkillposter
HTML/CSS A4 海报生成。从沙龙/活动 Markdown 文件生成科技风 A4 海报 PDF/PNG。Use when user mentions: poster, 海报, 海报生成, make poster, generate poster, 活动海报, 沙龙海报.
Also in 4 projects that use this
- +6 more from Lambenthan
- +1 more from skyllwt
Other versions57 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 57
- skyllwt/OmegaWiki★ 1.7ksame name
- DAIR-AutoResearch/AutoSci★ 1.7ksame name
- PKU-DAIR/AutoSci★ 1.7ksame name
- skyllwt/AutoSci★ 1.7ksame name
- suboss87/FDEOps★ 940same name
- anombyte93/prd-taskmaster★ 608same name
- zaxbysauce/opencode-swarm★ 519same name
- ZaxbyHub/opencode-swarm★ 518same name
- hsantanna88/clo-author★ 262same name
- hugosantanna/clo-author★ 262same name
47 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.
In this repository73 other files it gives its agents.
- AGENTS.mdAGENTS.md
- CLAUDE.mdCLAUDE.md
- wfk-closeoutSkill
- wfk-create-noteSkill
- wfk-create-specSkill
- wfk-discoverSkill
- wfk-explainSkill
- wfk-git-safeSkill
- wfk-implementSkill
- wfk-learnSkill
- wfk-log-workSkill
- wfk-orientSkill
- wfk-parkSkill
- wfk-pickupSkill
- wfk-plan-specSkill
- wfk-projectSkill
- wfk-review-specSkill
- wfk-rollupSkill
- wfk-setupSkill
- create-planSkill
- create-specSkill
- plan-specSkill
- wfk-projectSkill
- wfk-rollupSkill
- apikeysSkill
- article-intelSkill
- auto-researchSkill
- best-practiceSkill
- bracketSkill
- closeoutSkill
- create-noteSkill
- distill-lessonsSkill
- dreamSkill
- end-daySkill
- explainSkill
- frontend-designSkill
- git-safeSkill
- grillSkill
- impeccableSkill
- implementSkill
- intakeSkill
- itermSkill
- landscape-surveySkill
- learnSkill
- limitlessSkill
- log-workSkill
- oracle-askSkill
- oracle-createSkill
- oracle-researchSkill
- orientSkill
- parkSkill
- pickupSkill
- plan-specSkill
- prototypeSkill
- pr-reviewSkill
- qa-coordSkill
- recapSkill
- resolve-irSkill
- retroSkill
- review-specSkill
- The first 60 shown.
The file
Show its rules and text
We split this skill into the rules it gives an agent
18 rules. 0 are common, 13 are distinctive, and 5 are very specific to this project.
0
Common
Most of the 50 edited versions we read keep these.
13
Distinctive
This author's own choices. Worth a look.
5
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 50 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.
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.

