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

Publisher · agent skills

Agent skills by willoscar

willoscar publishes 74 audited skills on 1 repository: 72 SAFE, 2 CAUTION, 0 BLOCK.

Ask an AI about this pageGChatGPTCClaudePPerplexityGeGeminiXGrok
More
Cite

Cite this page

ModelsAtlas. “Agent skills by willoscar”. Retrieved 12 Nov 2026. https://modelsatlas.com/skills/willoscar

Verdicts across 74 skills

✓SAFE72!CAUTION2✕BLOCK0

Repositories

74 skills by willoscar · page 1 of 4 · ranked by trust score, then stars
Beamer Compile Qa✓SAFE B

WILLOSCAR/research-units-pipeline-skills

Compile the Beamer tutorial deck and write a build report.

★ 514GitHub starsAutomation
Beamer Scaffold✓SAFE B

WILLOSCAR/research-units-pipeline-skills

Generate a Beamer slide deck from the final tutorial and approved module structure.

★ 514GitHub starsAutomation
Chapter Skeleton✓SAFE B

WILLOSCAR/research-units-pipeline-skills

Build a retrieval-informed chapter skeleton (`outline/chapter_skeleton.yml`) from taxonomy/core scope before stable H3 decomposition.

★ 514GitHub starsAutomation
Deliverable Selfloop✓SAFE B

WILLOSCAR/research-units-pipeline-skills

Score an existing reader-facing deliverable and emit a deterministic PASS/FAIL scorecard plus bounded repair plan; use after synthesis, not to rewrite content.

★ 514GitHub starsAutomation
Human Checkpoint✓SAFE B

WILLOSCAR/research-units-pipeline-skills

Review and record one pending human checkpoint in a research Workspace; use when a HUMAN Unit is blocked on an `Approve C*` decision, and never treat silence or artifact existence as approval.

★ 514GitHub starsAutomation
Idea Brief✓SAFE B

WILLOSCAR/research-units-pipeline-skills

Lock an ideation run into a single-source-of-truth brainstorm brief (`output/trace/IDEA_BRIEF.md`) and a replayable multi-query plan (`queries.md`).

★ 514GitHub starsAutomation
Idea Direction Generator✓SAFE B

WILLOSCAR/research-units-pipeline-skills

Generate a compact pool of discussion-worthy research directions from the signal table, writing `output/trace/IDEA_DIRECTION_POOL.md`.

★ 514GitHub starsAutomation
Idea Memo Writer✓SAFE B

WILLOSCAR/research-units-pipeline-skills

Synthesize the shortlist into a discussion-ready research idea brainstorm memo, writing `output/REPORT.md`, `output/APPENDIX.md`, and `output/REPORT.json`.

★ 514GitHub starsAutomation
Idea Screener✓SAFE B

WILLOSCAR/research-units-pipeline-skills

Screen the direction pool with a discussion-first scoring pass, writing `output/trace/IDEA_SCREENING_TABLE.md`.

★ 514GitHub starsAutomation
Idea Shortlist Curator✓SAFE B

WILLOSCAR/research-units-pipeline-skills

Converge the screened direction pool into a small, discussion-ready shortlist, writing `output/trace/IDEA_SHORTLIST.md`.

★ 514GitHub starsAutomation
Idea Signal Mapper✓SAFE B

WILLOSCAR/research-units-pipeline-skills

Map paper notes + taxonomy into a signal table of tensions, missing pieces, and promising academic axes for brainstorm discussion. Writes `output/trace/IDEA_SIGNAL_TABLE.md`.

★ 514GitHub starsAutomation
Manuscript Ingest✓SAFE B

WILLOSCAR/research-units-pipeline-skills

Use when `paper-review` needs a canonical manuscript text artifact before claim extraction.

★ 514GitHub starsAutomation
Module Source Coverage✓SAFE B

WILLOSCAR/research-units-pipeline-skills

Use when a tutorial module plan exists and the run needs an auditable module-to-source grounding file before prose.

★ 514GitHub starsAutomation
Paragraph Curator✓SAFE B

WILLOSCAR/research-units-pipeline-skills

Deterministically compact final H3 bodies to the active delivery profile's paragraph budget without deleting prose or changing citation-block order.

★ 514GitHub starsAutomation
Section Bindings✓SAFE B

WILLOSCAR/research-units-pipeline-skills

Bind papers to chapter-level sections first, writing `outline/section_bindings.jsonl` and `outline/section_binding_report.md`.

★ 514GitHub starsAutomation
Section Briefs✓SAFE B

WILLOSCAR/research-units-pipeline-skills

Build chapter-level briefs (`outline/section_briefs.jsonl`) from chapter skeleton plus section bindings before stable H3 decomposition.

★ 514GitHub starsAutomation
Source Ingest✓SAFE B

WILLOSCAR/research-units-pipeline-skills

Fetch and normalize supported source-tutorial inputs into local, traceable text artifacts.

★ 514GitHub starsAutomation
Source Manifest✓SAFE B

WILLOSCAR/research-units-pipeline-skills

Build or validate the source manifest for the source-tutorial pipeline from user-provided URLs/files.

★ 514GitHub starsAutomation
Source Tutorial Spec✓SAFE B

WILLOSCAR/research-units-pipeline-skills

Use when a `source-tutorial` workspace has ingested sources and needs a grounded tutorial contract before structure planning.

★ 514GitHub starsAutomation
Source Tutorial Writer✓SAFE B

WILLOSCAR/research-units-pipeline-skills

Use when approved tutorial context packs exist and the run needs the final article-first tutorial deliverable.

★ 514GitHub starsAutomation
Template Reference First✓SAFE B

WILLOSCAR/research-units-pipeline-skills

Internal template for creating or refactoring a skill into the repository's reference-first shape. **Trigger**: reference-first template, blueprint skill, create a reusable skill, refactor a script-heavy skill. **Use…

★ 514GitHub starsAutomation
Thesis Chapter Reconstructor✓SAFE B

WILLOSCAR/research-units-pipeline-skills

围绕毕业论文主线重构章节:把原论文式叙事改成学位论文式叙事,重写章节目标、内容比重、前后承接与论证方式。

★ 514GitHub starsAutomation
Thesis Citation Enhance Review✓SAFE B

WILLOSCAR/research-units-pipeline-skills

为中文毕业论文补强并核验引用:找出必须有引文支撑的句子,扩展候选文献,检查引用与论断是否匹配,并回写参考文献与正文引用。

★ 514GitHub starsAutomation
Thesis Compile Review✓SAFE B

WILLOSCAR/research-units-pipeline-skills

对中文毕业论文进行编译、warning 分级、模板模式检查、数据与引用复查,并把问题回写成可继续迭代的 review checklist。

★ 514GitHub starsAutomation

Questions about willoscar's skills

Are willoscar's skills safe?
72 of 74 are SAFE, 2 CAUTION and 0 BLOCK. Each skill is audited on its own, so check the page of the one you want.
Where do willoscar's skills come from?
1 repository: WILLOSCAR/research-units-pipeline-skills (74 skills).

Keep going in your AI

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