Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add echoleesong/claude-skills-plugin --skill academic-papergit clone --depth 1 https://github.com/echoleesong/claude-skills-pluginWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/echoleesong/claude-skills-plugin/academic-paper)<a href="https://agentmods.dev/skills/echoleesong/claude-skills-plugin/academic-paper"><img src="https://agentmods.dev/badge/skills/echoleesong/claude-skills-plugin/academic-paper/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/echoleesong/claude-skills-plugin/academic-paper"><img src="https://agentmods.dev/badge/skills/echoleesong/claude-skills-plugin/academic-paper.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00127 | $0.08478 |
| Opus 5 | $0.00063 | $0.04239 |
| Sonnet 5 | $0.00025 | $0.01696 |
| Haiku 4.5 | $0.00013 | $0.00848 |
Grade A, and why
academic-paper scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 12d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
This is a copy
81% identical to academic-paper — 30 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.
How it starts
The opening of the file, as written. The whole thing — 452 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Academic Paper — Academic Paper Writing Agent Team
A general-purpose academic paper writing tool — 12-agent pipeline covering all disciplines, with higher education domain as the default reference.
v2.5 adds two writing quality features:
- Style Calibration (intake Step 10, optional) — Provide 3+ past papers and the pipeline learns your writing voice (sentence rhythm, vocabulary preferences, citation integration style). Applied as a soft guide during drafting; discipline conventions always take priority. See
shared/style_calibration_protocol.md. - Writing Quality Check (
references/writing_quality_check.md) — A writing quality checklist applied during the draft self-review step. Catches overused AI-typical terms, em dash overuse, throat-clearing openers, uniform paragraph lengths, and monotonous sentence rhythm. These are good writing rules, not detection evasion.
Routing discipline (v3.9.2): see
.claude/CLAUDE.md"Routing Discipline (v3.9.2)" +shared/references/intent_clarification_protocol.mdfor cross-skill routing rules. This skill assumes routing has already settled — ambiguous cross-phase materials should have been clarified upstream.
Quick Start
Minimal command:
Write a paper on the impact of AI on higher education quality assurance
Write a paper on the impact of declining birth rates on private university management strategies
Execution flow:
- Configuration interview — paper type, discipline, citation format, output format
- Literature search — systematic search strategy, source screening
- Architecture design — paper structure, outline, word count allocation
- Argumentation construction — claim-evidence chains, logical flow
- Full-text drafting — section-by-section draft, register adjustment
- Citation compliance + bilingual abstract (parallel)
- Peer review — five-dimension scoring, revision suggestions
- Output formatting — LaTeX/DOCX (via Pandoc)/PDF/Markdown
Trigger Conditions
What ships with it
56 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
- agents/abstract_bilingual_agent.md 6.7 KB
- agents/argument_builder_agent.md 10 KB
- agents/citation_compliance_agent.md 19 KB
- agents/draft_writer_agent.md 37 KB
- agents/formatter_agent.md 37 KB
- agents/intake_agent.md 10 KB
- agents/literature_strategist_agent.md 30 KB
- agents/peer_reviewer_agent.md 30 KB
- agents/revision_coach_agent.md 12 KB
- agents/socratic_mentor_agent.md 24 KB
- agents/structure_architect_agent.md 16 KB
- agents/visualization_agent.md 15 KB
- examples/chinese_paper_example.md 21 KB
- examples/clinical_citation_verification_checklist.md 4.4 KB
- examples/clinical_epistemic_status_example.md 6.6 KB
- examples/imrad_hei_example.md 23 KB
- examples/literature_review_example.md 31 KB
- examples/plan_mode_guided_writing.md 34 KB
- examples/revision_mode_example.md 20 KB
- examples/revision_recovery_example.md 40 KB
- references/abstract_writing_guide.md 7.8 KB
- references/academic_writing_style.md 7.6 KB
- references/anti_leakage_protocol.md 4.2 KB
- references/apa7_chinese_citation_guide.md 12 KB
- references/apa7_extended_guide.md 6.6 KB
- references/changelog.md 2.8 KB
- references/citation_format_switcher.md 7.4 KB
- references/credit_authorship_guide.md 14 KB
- references/disclosure_mode_protocol.md 12 KB
- references/failure_paths.md 14 KB
- references/funding_statement_guide.md 12 KB
- references/hei_domain_glossary.md 6.8 KB
- references/journal_submission_guide.md 8.7 KB
- references/latex_template_reference.md 9.6 KB
- references/mode_selection_guide.md 12 KB
- references/paper_structure_patterns.md 8.2 KB
- references/plan_mode_protocol.md 4.7 KB
- references/policy_anchor_disclosure_protocol.md 20 KB
- references/policy_anchor_table.md 21 KB
- references/statistical_visualization_standards.md 24 KB
- references/venue_disclosure_policies.md 8.5 KB
- references/vlm_figure_verification.md 3.2 KB
- references/workflow_phase_details.md 3.3 KB
- references/writing_judgment_framework.md 3.3 KB
- references/writing_quality_check.md 9.0 KB
- templates/bilingual_abstract_template.md 2.9 KB
- templates/case_study_template.md 2.8 KB
- templates/conference_paper_template.md 2.3 KB
- templates/credit_statement_template.md 4.4 KB
- templates/funding_statement_template.md 8.9 KB
- templates/imrad_template.md 4.4 KB
- templates/latex_article_template.tex 4.7 KB
- templates/literature_review_template.md 2.8 KB
- templates/policy_brief_template.md 3.6 KB
- templates/revision_tracking_template.md 5.1 KB
- templates/theoretical_paper_template.md 2.8 KB
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 12d ago First seen · 452 lines · 127 tokens per session scan A 12bd13713654
academic-paper is a skill published in the GitHub repository echoleesong/claude-skills-plugin (4 stars, last pushed 3mo ago), licensed MIT. It adds 127 tokens to every session and 8,478 once invoked, about $0.0006 per session on Opus 5. A static security scan graded it A with 0 findings. It is 81% identical to academic-paper, differing in 30 lines, and is treated as a copy.
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