Is academic-paper safe to install?

No critical findings, some security notes. 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 cfd081d on 2026-10-19. 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.

Scan reports · Imbad0202/academic-research-skills

academic-paper: scan report

12-agent academic paper writing pipeline. 11 modes (full/plan/outline/revision/revision-coach/abstract/lit-review/format-convert/citation-check/disclosure/rebuttal-audit). 6 paper types, 5 citation formats, bilingual… An automated scan of this public skill from Imbad0202/academic-research-skills: security, token cost, spec and clarity, with every finding and its fix.

Result

Verdict

academic-paper

25/100 · grade F

Imbad0202/academic-research-skills/academic-paper at cfd081d

Spec 0 · Efficiency 0 · Clarity 25 · Security 0 (each out of 25)

Always loaded 255 tokens · on trigger 15,576 · on demand 141,271

eff/body-tokens warn · SKILL.md~15576 tokens load every time this triggers. Aim for under 5,000; split into reference files read on demand.
sec/hidden-comment warn · SKILL.mdHTML comment carries instructions the user won't see rendered.
sec/hidden-comment warn · agents/citation_compliance_agent.mdHTML comment carries instructions the user won't see rendered.
sec/hidden-comment warn · agents/draft_writer_agent.mdHTML comment carries instructions the user won't see rendered.
sec/hidden-comment warn · agents/formatter_agent.mdHTML comment carries instructions the user won't see rendered.
sec/hidden-comment warn · agents/literature_strategist_agent.mdHTML comment carries instructions the user won't see rendered.
sec/hidden-comment warn · agents/revision_coach_agent.mdHTML comment carries instructions the user won't see rendered.
eff/body-lines warn · SKILL.mdSKILL.md body is 649 lines; keep it under 500 and move detail into reference files.
eff/description-trigger warn · SKILL.mddescription doesn't say *when* to use the skill ("Use when …"). Agents decide from this line alone.
spec/broken-ref warn · SKILL.md:24References .claude/CLAUDE.md, which isn't in the skill folder.
spec/broken-ref warn · SKILL.md:24References shared/references/routing_core.md, which isn't in the skill folder.
spec/broken-ref warn · SKILL.md:36References shared/references/intent_clarification_protocol.md, which isn't in the skill folder.
spec/broken-ref warn · SKILL.md:104References references/plan_mode_protocol.md, which isn't in the skill folder.
spec/broken-ref warn · SKILL.md:174References references/workflow_phase_details.md, which isn't in the skill folder.
spec/broken-ref warn · SKILL.md:324References academic-pipeline/references/passport_as_reset_boundary.md, which isn't in the skill folder.
spec/broken-ref warn · SKILL.md:334References references/mode_selection_guide.md, which isn't in the skill folder.
spec/broken-ref warn · SKILL.md:350References references/disclosure_mode_protocol.md, which isn't in the skill folder.
spec/broken-ref warn · SKILL.md:371References shared/mode_spectrum.md, which isn't in the skill folder.
spec/broken-ref warn · SKILL.md:447References references/mode_selection_guide.md, which isn't in the skill folder.
spec/broken-ref warn · SKILL.md:454References references/apa7_chinese_citation_guide.md, which isn't in the skill folder.
spec/broken-ref warn · SKILL.md:489References pipeline_orchestrator_agent.md, which isn't in the skill folder.
spec/broken-ref warn · SKILL.md:489References references/revision_patch_protocol.md, which isn't in the skill folder.
spec/broken-ref warn · SKILL.md:489References scripts/claim_strength_drift_disposition.py, which isn't in the skill folder.
spec/broken-ref warn · SKILL.md:499References references/plan_mode_protocol.md, which isn't in the skill folder.
spec/broken-ref warn · SKILL.md:512References deep-research/SKILL.md, which isn't in the skill folder.
spec/broken-ref warn · SKILL.md:519References references/failure_paths.md, which isn't in the skill folder.
spec/broken-ref warn · SKILL.md:536References academic-pipeline/SKILL.md, which isn't in the skill folder.
spec/broken-ref warn · SKILL.md:575References references/writing_quality_check.md, which isn't in the skill folder.
spec/broken-ref warn · SKILL.md:579References academic-pipeline/agents/integrity_verification_agent.md, which isn't in the skill folder.
spec/broken-ref warn · SKILL.md:662References references/changelog.md, which isn't in the skill folder.
eff/orphan-file info · agents/abstract_bilingual_agent.mdagents/abstract_bilingual_agent.md is never mentioned in SKILL.md, so the agent won't know to read it.
eff/orphan-file info · agents/argument_builder_agent.mdagents/argument_builder_agent.md is never mentioned in SKILL.md, so the agent won't know to read it.
eff/orphan-file info · agents/draft_writer_agent.mdagents/draft_writer_agent.md is never mentioned in SKILL.md, so the agent won't know to read it.
eff/orphan-file info · agents/formatter_agent.mdagents/formatter_agent.md is never mentioned in SKILL.md, so the agent won't know to read it.
eff/orphan-file info · agents/literature_strategist_agent.mdagents/literature_strategist_agent.md is never mentioned in SKILL.md, so the agent won't know to read it.
eff/orphan-file info · agents/peer_reviewer_agent.mdagents/peer_reviewer_agent.md is never mentioned in SKILL.md, so the agent won't know to read it.
eff/orphan-file info · agents/revision_coach_agent.mdagents/revision_coach_agent.md is never mentioned in SKILL.md, so the agent won't know to read it.
eff/orphan-file info · agents/socratic_mentor_agent.mdagents/socratic_mentor_agent.md is never mentioned in SKILL.md, so the agent won't know to read it.
eff/orphan-file info · agents/structure_architect_agent.mdagents/structure_architect_agent.md is never mentioned in SKILL.md, so the agent won't know to read it.
eff/orphan-file info · agents/visualization_agent.mdagents/visualization_agent.md is never mentioned in SKILL.md, so the agent won't know to read it.
and 12 more.

Where it comes from

Source

Fact	Value
Repository	Imbad0202/academic-research-skills
Skill folder	academic-paper
Stars	52,898
License	None stated
Commit scanned	cfd081d
Scanned	2026-10-19
Files	25

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FAQ

Questions

Is academic-paper safe to install?: No critical findings, some security notes. 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 cfd081d on 2026-10-19. 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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