Live survey304 models · 14 providers · 22,792 auditsAudited grill-with-docs · SAFE →What changedHow we verifyllms.txt

Publisher · GitHub organization

willoscar

github.com/willoscar ↗Last audit 19 Oct 2026

willoscar publishes 74 agent skills on the atlas: 72 SAFE, 2 CAUTION, 0 BLOCK, with a mean score of 89/100. Every listing below is audited on its own.
Ask an AI about this pageGChatGPTCClaudePPerplexityGeGeminiXGrok
More
Cite

Cite this page

ModelsAtlas. “willoscar: skills and MCP servers”. Retrieved 19 Oct 2026. https://modelsatlas.com/orgs/willoscar
Listings
74

0 MCP servers · 74 skills

Mean score
89 / 100

mean of the audit scores

Findings
160

across all listings

Stars
38K

on the listed repositories

✓SAFE 72!CAUTION 2✕BLOCK 0

Everything willoscar publishes here

Most stars first · stamps show the audited version

Beamer Compile QaWILLOSCAR/research-units-pipeline-skills
Skill ★ 514
✓SAFEB · 89 · 14 Oct 2026
Beamer ScaffoldWILLOSCAR/research-units-pipeline-skills
Skill ★ 514
✓SAFEB · 89 · 14 Oct 2026
Chapter SkeletonWILLOSCAR/research-units-pipeline-skills
Skill ★ 514
✓SAFEB · 89 · 14 Oct 2026
Deliverable SelfloopWILLOSCAR/research-units-pipeline-skills
Skill ★ 514
✓SAFEB · 89 · 14 Oct 2026
Human CheckpointWILLOSCAR/research-units-pipeline-skills
Skill ★ 514
✓SAFEB · 89 · 14 Oct 2026
Idea BriefWILLOSCAR/research-units-pipeline-skills
Skill ★ 514
✓SAFEB · 89 · 14 Oct 2026
Idea Direction GeneratorWILLOSCAR/research-units-pipeline-skills
Skill ★ 514
✓SAFEB · 89 · 14 Oct 2026
Idea Memo WriterWILLOSCAR/research-units-pipeline-skills
Skill ★ 514
✓SAFEB · 89 · 14 Oct 2026
Idea ScreenerWILLOSCAR/research-units-pipeline-skills
Skill ★ 514
✓SAFEB · 89 · 14 Oct 2026
Idea Shortlist CuratorWILLOSCAR/research-units-pipeline-skills
Skill ★ 514
✓SAFEB · 89 · 14 Oct 2026
Idea Signal MapperWILLOSCAR/research-units-pipeline-skills
Skill ★ 514
✓SAFEB · 89 · 14 Oct 2026
Manuscript IngestWILLOSCAR/research-units-pipeline-skills
Skill ★ 514
✓SAFEB · 89 · 14 Oct 2026
Module Source CoverageWILLOSCAR/research-units-pipeline-skills
Skill ★ 514
✓SAFEB · 89 · 14 Oct 2026
Paragraph CuratorWILLOSCAR/research-units-pipeline-skills
Skill ★ 514
✓SAFEB · 89 · 14 Oct 2026
Section BindingsWILLOSCAR/research-units-pipeline-skills
Skill ★ 514
✓SAFEB · 89 · 14 Oct 2026
Section BriefsWILLOSCAR/research-units-pipeline-skills
Skill ★ 514
✓SAFEB · 89 · 14 Oct 2026
Source IngestWILLOSCAR/research-units-pipeline-skills
Skill ★ 514
✓SAFEB · 89 · 14 Oct 2026
Source ManifestWILLOSCAR/research-units-pipeline-skills
Skill ★ 514
✓SAFEB · 89 · 14 Oct 2026
Source Tutorial SpecWILLOSCAR/research-units-pipeline-skills
Skill ★ 514
✓SAFEB · 89 · 14 Oct 2026
Source Tutorial WriterWILLOSCAR/research-units-pipeline-skills
Skill ★ 514
✓SAFEB · 89 · 14 Oct 2026
Template Reference FirstWILLOSCAR/research-units-pipeline-skills
Skill ★ 514
✓SAFEB · 89 · 14 Oct 2026
Thesis Chapter ReconstructorWILLOSCAR/research-units-pipeline-skills
Skill ★ 514
✓SAFEB · 89 · 14 Oct 2026
Thesis Citation Enhance ReviewWILLOSCAR/research-units-pipeline-skills
Skill ★ 514
✓SAFEB · 89 · 14 Oct 2026
Thesis Compile ReviewWILLOSCAR/research-units-pipeline-skills
Skill ★ 514
✓SAFEB · 89 · 14 Oct 2026
Thesis Frontmatter SyncWILLOSCAR/research-units-pipeline-skills
Skill ★ 514
✓SAFEB · 89 · 14 Oct 2026
Thesis Markdown AlignerWILLOSCAR/research-units-pipeline-skills
Skill ★ 514
✓SAFEB · 89 · 14 Oct 2026
Thesis Question ListWILLOSCAR/research-units-pipeline-skills
Skill ★ 514
✓SAFEB · 89 · 14 Oct 2026
Thesis Source Role MapperWILLOSCAR/research-units-pipeline-skills
Skill ★ 514
✓SAFEB · 89 · 14 Oct 2026
Thesis Style PolisherWILLOSCAR/research-units-pipeline-skills
Skill ★ 514
✓SAFEB · 89 · 14 Oct 2026
Thesis Tex WritebackWILLOSCAR/research-units-pipeline-skills
Skill ★ 514
✓SAFEB · 89 · 14 Oct 2026
Thesis Visual Layout PlannerWILLOSCAR/research-units-pipeline-skills
Skill ★ 514
✓SAFEB · 89 · 14 Oct 2026
Thesis Workspace InitWILLOSCAR/research-units-pipeline-skills
Skill ★ 514
✓SAFEB · 89 · 14 Oct 2026
Tutorial Context PackWILLOSCAR/research-units-pipeline-skills
Skill ★ 514
✓SAFEB · 89 · 14 Oct 2026
Tutorial SelfloopWILLOSCAR/research-units-pipeline-skills
Skill ★ 514
✓SAFEB · 89 · 14 Oct 2026
Appendix Table WriterWILLOSCAR/research-units-pipeline-skills
Skill ★ 513
✓SAFEB · 89 · 19 Oct 2026
Argument SelfloopWILLOSCAR/research-units-pipeline-skills
Skill ★ 513
✓SAFEB · 89 · 19 Oct 2026
Arxiv SearchWILLOSCAR/research-units-pipeline-skills
Skill ★ 513
✓SAFEB · 89 · 19 Oct 2026
Bias AssessorWILLOSCAR/research-units-pipeline-skills
Skill ★ 513
✓SAFEB · 89 · 19 Oct 2026
Chapter Lead WriterWILLOSCAR/research-units-pipeline-skills
Skill ★ 513
✓SAFEB · 89 · 19 Oct 2026
Citation InjectorWILLOSCAR/research-units-pipeline-skills
Skill ★ 513
✓SAFEB · 89 · 19 Oct 2026
Claims ExtractorWILLOSCAR/research-units-pipeline-skills
Skill ★ 513
✓SAFEB · 89 · 19 Oct 2026
Concept GraphWILLOSCAR/research-units-pipeline-skills
Skill ★ 513
✓SAFEB · 89 · 19 Oct 2026
Dedupe RankWILLOSCAR/research-units-pipeline-skills
Skill ★ 513
✓SAFEB · 89 · 19 Oct 2026
Draft PolisherWILLOSCAR/research-units-pipeline-skills
Skill ★ 513
✓SAFEB · 89 · 19 Oct 2026
Evaluation Anchor CheckerWILLOSCAR/research-units-pipeline-skills
Skill ★ 513
✓SAFEB · 89 · 19 Oct 2026
Evidence AuditorWILLOSCAR/research-units-pipeline-skills
Skill ★ 513
✓SAFEB · 89 · 19 Oct 2026
Evidence DraftWILLOSCAR/research-units-pipeline-skills
Skill ★ 513
✓SAFEB · 89 · 19 Oct 2026
Exercise BuilderWILLOSCAR/research-units-pipeline-skills
Skill ★ 513
✓SAFEB · 89 · 19 Oct 2026
Extraction FormWILLOSCAR/research-units-pipeline-skills
Skill ★ 513
✓SAFEB · 89 · 19 Oct 2026
Front Matter WriterWILLOSCAR/research-units-pipeline-skills
Skill ★ 513
✓SAFEB · 89 · 19 Oct 2026
Latex ScaffoldWILLOSCAR/research-units-pipeline-skills
Skill ★ 513
✓SAFEB · 89 · 19 Oct 2026
Literature EngineerWILLOSCAR/research-units-pipeline-skills
Skill ★ 513
✓SAFEB · 89 · 19 Oct 2026
Module PlannerWILLOSCAR/research-units-pipeline-skills
Skill ★ 513
✓SAFEB · 89 · 19 Oct 2026
Novelty MatrixWILLOSCAR/research-units-pipeline-skills
Skill ★ 513
✓SAFEB · 89 · 19 Oct 2026
Opener VariatorWILLOSCAR/research-units-pipeline-skills
Skill ★ 513
✓SAFEB · 89 · 19 Oct 2026
Outline BuilderWILLOSCAR/research-units-pipeline-skills
Skill ★ 513
!CAUTIONB · 89 · 19 Oct 2026
Paper NotesWILLOSCAR/research-units-pipeline-skills
Skill ★ 513
!CAUTIONB · 89 · 19 Oct 2026
Pipeline RouterWILLOSCAR/research-units-pipeline-skills
Skill ★ 513
✓SAFEB · 89 · 19 Oct 2026
Protocol WriterWILLOSCAR/research-units-pipeline-skills
Skill ★ 513
✓SAFEB · 89 · 19 Oct 2026
Research Pipeline RunnerWILLOSCAR/research-units-pipeline-skills
Skill ★ 513
✓SAFEB · 89 · 19 Oct 2026

Showing the 60 most-starred of 74 listings. The rest have their own pages and are linked from the skills and MCP server hubs.

Questions

Are willoscar's skills safe to install?
Of 74 listings, 72 are SAFE, 2 CAUTION and 0 BLOCK, with a mean score of 89 out of 100. That is an average over separate audits: check each listing's own stamp before installing.
What does this page tell me about willoscar?
It collects every skill and MCP server on the atlas whose source lives under github.com/willoscar, with each one's verdict. It says nothing about who runs the organisation, and publisher identity is not verified here.
Can a publisher change its verdicts?
No. Each verdict comes from reading the source at a named commit. If a finding is wrong, report it with your reasoning on the listing's page and it is re-audited; the correction is public.

Keep going in your AI

Opens with this page as the source. We add nothing else to the prompt.