Scan reports · Master-cai/Research-Paper-Writing-Skills
research-paper-writing: scan report
Improve academic paper writing quality for ML/CV/NLP-style papers with clear section structure, paragraph flow, and reviewer-facing presentation. Use when drafting or revising Abstract, Introduction, Related Work,… An automated scan of this public skill from Master-cai/Research-Paper-Writing-Skills: security, token cost, spec and clarity, with every finding and its fix.
Result
Verdict
research-paper-writing
70/100 · grade C
Master-cai/Research-Paper-Writing-Skills/research-paper-writing at 77e7c2c
Spec 25 · Efficiency 0 · Clarity 20 · Security 25 (each out of 25)
Always loaded 95 tokens · on trigger 1,108 · on demand 11,353
clarity/exampleswarn · SKILL.mdNo examples or code blocks. One concrete input → output example improves consistency more than extra rules.eff/orphan-fileinfo · references/examples/abstract-examples.mdreferences/examples/abstract-examples.md is never mentioned in SKILL.md, so the agent won't know to read it.eff/orphan-fileinfo · references/examples/abstract/template-a.mdreferences/examples/abstract/template-a.md is never mentioned in SKILL.md, so the agent won't know to read it.eff/orphan-fileinfo · references/examples/abstract/template-b.mdreferences/examples/abstract/template-b.md is never mentioned in SKILL.md, so the agent won't know to read it.eff/orphan-fileinfo · references/examples/abstract/template-c.mdreferences/examples/abstract/template-c.md is never mentioned in SKILL.md, so the agent won't know to read it.eff/orphan-fileinfo · references/examples/introduction-examples.mdreferences/examples/introduction-examples.md is never mentioned in SKILL.md, so the agent won't know to read it.eff/orphan-fileinfo · references/examples/introduction/novel-task-challenge-decomposition.mdreferences/examples/introduction/novel-task-challenge-decomposition.md is never mentioned in SKILL.md, so the agent won't know to read it.eff/orphan-fileinfo · references/examples/introduction/pipeline-not-recommended-abstract-only.mdreferences/examples/introduction/pipeline-not-recommended-abstract-only.md is never mentioned in SKILL.md, so the agent won't know to read it.eff/orphan-fileinfo · references/examples/introduction/pipeline-version-1-one-contribution-multi-advantages.mdreferences/examples/introduction/pipeline-version-1-one-contribution-multi-advantages.md is never mentioned in SKILL.md, so the agent won't know to read it.eff/orphan-fileinfo · references/examples/introduction/pipeline-version-2-two-contributions.mdreferences/examples/introduction/pipeline-version-2-two-contributions.md is never mentioned in SKILL.md, so the agent won't know to read it.eff/orphan-fileinfo · references/examples/introduction/pipeline-version-3-new-module-on-existing-pipeline.mdreferences/examples/introduction/pipeline-version-3-new-module-on-existing-pipeline.md is never mentioned in SKILL.md, so the agent won't know to read it.eff/orphan-fileinfo · references/examples/introduction/pipeline-version-4-observation-driven.mdreferences/examples/introduction/pipeline-version-4-observation-driven.md is never mentioned in SKILL.md, so the agent won't know to read it.eff/orphan-fileinfo · references/examples/introduction/technical-challenge-version-1-existing-task.mdreferences/examples/introduction/technical-challenge-version-1-existing-task.md is never mentioned in SKILL.md, so the agent won't know to read it.eff/orphan-fileinfo · references/examples/introduction/technical-challenge-version-2-existing-task-insight-backed-by-traditional.mdreferences/examples/introduction/technical-challenge-version-2-existing-task-insight-backed-by-traditional.md is never mentioned in SKILL.md, so the agent won't know to read it.eff/orphan-fileinfo · references/examples/introduction/technical-challenge-version-3-novel-task.mdreferences/examples/introduction/technical-challenge-version-3-novel-task.md is never mentioned in SKILL.md, so the agent won't know to read it.eff/orphan-fileinfo · references/examples/introduction/version-1-task-then-application.mdreferences/examples/introduction/version-1-task-then-application.md is never mentioned in SKILL.md, so the agent won't know to read it.eff/orphan-fileinfo · references/examples/introduction/version-2-application-first.mdreferences/examples/introduction/version-2-application-first.md is never mentioned in SKILL.md, so the agent won't know to read it.eff/orphan-fileinfo · references/examples/introduction/version-3-general-to-specific-setting.mdreferences/examples/introduction/version-3-general-to-specific-setting.md is never mentioned in SKILL.md, so the agent won't know to read it.eff/orphan-fileinfo · references/examples/introduction/version-4-open-with-challenge.mdreferences/examples/introduction/version-4-open-with-challenge.md is never mentioned in SKILL.md, so the agent won't know to read it.eff/orphan-fileinfo · references/examples/method-examples.mdreferences/examples/method-examples.md is never mentioned in SKILL.md, so the agent won't know to read it.eff/nested-refsinfo · references/examples/abstract-examples.mdreferences/examples/abstract-examples.md is nested deeply; keep references one level below SKILL.md.eff/nested-refsinfo · references/examples/abstract/template-a.mdreferences/examples/abstract/template-a.md is nested deeply; keep references one level below SKILL.md.eff/nested-refsinfo · references/examples/abstract/template-b.mdreferences/examples/abstract/template-b.md is nested deeply; keep references one level below SKILL.md.eff/nested-refsinfo · references/examples/abstract/template-c.mdreferences/examples/abstract/template-c.md is nested deeply; keep references one level below SKILL.md.eff/nested-refsinfo · references/examples/index.mdreferences/examples/index.md is nested deeply; keep references one level below SKILL.md.eff/nested-refsinfo · references/examples/introduction-examples.mdreferences/examples/introduction-examples.md is nested deeply; keep references one level below SKILL.md.eff/nested-refsinfo · references/examples/introduction/novel-task-challenge-decomposition.mdreferences/examples/introduction/novel-task-challenge-decomposition.md is nested deeply; keep references one level below SKILL.md.eff/nested-refsinfo · references/examples/introduction/pipeline-not-recommended-abstract-only.mdreferences/examples/introduction/pipeline-not-recommended-abstract-only.md is nested deeply; keep references one level below SKILL.md.eff/nested-refsinfo · references/examples/introduction/pipeline-version-1-one-contribution-multi-advantages.mdreferences/examples/introduction/pipeline-version-1-one-contribution-multi-advantages.md is nested deeply; keep references one level below SKILL.md.eff/nested-refsinfo · references/examples/introduction/pipeline-version-2-two-contributions.mdreferences/examples/introduction/pipeline-version-2-two-contributions.md is nested deeply; keep references one level below SKILL.md.eff/nested-refsinfo · references/examples/introduction/pipeline-version-3-new-module-on-existing-pipeline.mdreferences/examples/introduction/pipeline-version-3-new-module-on-existing-pipeline.md is nested deeply; keep references one level below SKILL.md.eff/nested-refsinfo · references/examples/introduction/pipeline-version-4-observation-driven.mdreferences/examples/introduction/pipeline-version-4-observation-driven.md is nested deeply; keep references one level below SKILL.md.eff/nested-refsinfo · references/examples/introduction/technical-challenge-version-1-existing-task.mdreferences/examples/introduction/technical-challenge-version-1-existing-task.md is nested deeply; keep references one level below SKILL.md.eff/nested-refsinfo · references/examples/introduction/technical-challenge-version-2-existing-task-insight-backed-by-traditional.mdreferences/examples/introduction/technical-challenge-version-2-existing-task-insight-backed-by-traditional.md is nested deeply; keep references one level below SKILL.md.eff/nested-refsinfo · references/examples/introduction/technical-challenge-version-3-novel-task.mdreferences/examples/introduction/technical-challenge-version-3-novel-task.md is nested deeply; keep references one level below SKILL.md.eff/nested-refsinfo · references/examples/introduction/version-1-task-then-application.mdreferences/examples/introduction/version-1-task-then-application.md is nested deeply; keep references one level below SKILL.md.eff/nested-refsinfo · references/examples/introduction/version-2-application-first.mdreferences/examples/introduction/version-2-application-first.md is nested deeply; keep references one level below SKILL.md.eff/nested-refsinfo · references/examples/introduction/version-3-general-to-specific-setting.mdreferences/examples/introduction/version-3-general-to-specific-setting.md is nested deeply; keep references one level below SKILL.md.eff/nested-refsinfo · references/examples/introduction/version-4-open-with-challenge.mdreferences/examples/introduction/version-4-open-with-challenge.md is nested deeply; keep references one level below SKILL.md.eff/nested-refsinfo · references/examples/method-examples.mdreferences/examples/method-examples.md is nested deeply; keep references one level below SKILL.md.
Where it comes from
Source
| Fact | Value |
|---|---|
| Repository | Master-cai/Research-Paper-Writing-Skills |
| Skill folder | research-paper-writing |
| Stars | 7,807 |
| License | MIT |
| Commit scanned | 77e7c2c |
| Scanned | 2026-10-26 |
| Files | 25 |
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Scanned alternatives on ProSkills
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- PR ReviewerStaff-level review. Every finding labelled, with a line.Loads when the user asks for a code review or whether a change is safe to merge.5 rules · Code ReviewScan 100$12
- Test WriterTests that fail before the fix and pass after.Loads when the user needs tests for new code or a bug fix.5 rules · Code ReviewScan 100$9
FAQ
Questions
- Is research-paper-writing safe to install?
- No known risky patterns found. The scan covers prompt injection, hidden Unicode, remote code execution and credential access in every text file of the skill. It cannot judge intent, so read any flagged line in context before installing.
- How was this score calculated?
- Four checks of 25 points each: spec, efficiency, clarity and security. Findings take points off the check they belong to, and any critical finding caps the grade at F. The same scanner runs in your browser at proskills.dev/scan.
- Is this report current?
- It was made from commit 77e7c2c on 2026-10-26. If the skill has changed since, paste the new version into the scanner for a fresh score.
- I wrote this skill. Can I fix the score or have the page removed?
- Fix the findings and push. The reports are rebuilt from GitHub on a schedule, so the next run picks the change up. To have the page removed, open an issue on the ProSkills GitHub repo.
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