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 Lzy599775/agent-auto-sci-skills --skill academic-research-suitegit clone --depth 1 https://github.com/Lzy599775/agent-auto-sci-skillsWrote 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/lzy599775/agent-auto-sci-skills/academic-research-suite)<a href="https://agentmods.dev/skills/lzy599775/agent-auto-sci-skills/academic-research-suite"><img src="https://agentmods.dev/badge/skills/lzy599775/agent-auto-sci-skills/academic-research-suite/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/lzy599775/agent-auto-sci-skills/academic-research-suite"><img src="https://agentmods.dev/badge/skills/lzy599775/agent-auto-sci-skills/academic-research-suite.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 | $0.00242 | $0.07438 |
| Opus 5 | $0.00121 | $0.03719 |
| Sonnet 5 | $0.00048 | $0.01488 |
| Haiku 4.5 | $0.00024 | $0.00744 |
Grade A, and why
academic-research-suite 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 4d 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.
How it starts
The opening of the file, as written. The whole thing — 437 lines — stays where its author put it; the contents beside it link to each section on GitHub.
ARS-Codex
This is a Codex adapter for the ARS suite. The vendored ARS content lives under
ars/; keep it as source material and route through this file first.
Versioning
This Codex package is version 0.1.28. The repo-root VERSION, this
SKILL.md metadata version, and manifest.json adapter_version must match.
Vendored ARS suite versions are tracked separately by source repository commit
in manifest.json.
First Rule
Do not load the whole suite by default. Select one workflow, read that workflow's
WORKFLOW.md, then load only the agent, reference, template, or shared files needed
for the user's current stage.
The internal workflow entry files are named WORKFLOW.md, not SKILL.md, so
Codex registers only this root router skill instead of exposing every vendored
upstream workflow as a separate skill.
Workflow Router
Choose the workflow by intent:
| User intent | Read first |
|---|---|
| Deep research, literature review, systematic review, meta-analysis, fact-checking, research question refinement | ars/deep-research/WORKFLOW.md |
| Academic paper writing, paper outline, abstract, revision, citation formatting, AI disclosure, LaTeX/DOCX/PDF formatting guidance | ars/academic-paper/WORKFLOW.md |
| Paper review, peer review simulation, editorial decision, reviewer calibration, re-review after revision | ars/academic-paper-reviewer/WORKFLOW.md |
| End-to-end research-to-paper pipeline, integrity gate, staged review/revision/finalization workflow | ars/academic-pipeline/WORKFLOW.md |
| Experiment planning, code experiment execution plan, human study protocol, statistical interpretation, reproducibility validation | ars/experiment-agent/WORKFLOW.md |
If the request spans multiple workflows, start with ars/academic-pipeline/WORKFLOW.md
unless the user clearly asked for a single phase.
Paper Topic Scoping Override
Apply this override before the general paper/pipeline routing rule and before the Claude-Style Alias Router below.
The override applies regardless of whether the user invokes ARS via natural
language or via an ars-* alias.
What ships with it
60 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/openai.yaml 292 B
- ars/.command-invariants.toml 1.1 KB
- ars/.gitattributes 381 B
- ars/.github/copilot-instructions.md 2.6 KB
- ars/.github/FUNDING.yml 29 B
- ars/.github/pull_request_template.md 1.9 KB
- ars/.github/workflows/changelog-covers-merges.yml 1.5 KB
- ars/.github/workflows/command-invariants.yml 1.8 KB
- ars/.github/workflows/defer-label-gate.yml 2.0 KB
- ars/.github/workflows/eval-harness.yml 7.7 KB
- ars/.github/workflows/freshness-check.yml 1.1 KB
- ars/.github/workflows/harness-retirement-monthly.yml 1.7 KB
- ars/.github/workflows/platform-port-reminder.yml 6.1 KB
- ars/.github/workflows/pr-closes-issue.yml 2.1 KB
- ars/.github/workflows/pytest.yml 1.8 KB
- ars/.github/workflows/release-cooldown.yml 4.7 KB
- ars/.github/workflows/repository-hygiene.yml 1.9 KB
- ars/.github/workflows/spec-consistency.yml 47 KB
- ars/.github/workflows/tag-version-match.yml 1.4 KB
- ars/.github/workflows/test-count-monotonic.yml 5.7 KB
- ars/.gitleaks.toml 3.2 KB
- ars/.gitleaksignore 641 B
- ars/academic-paper-reviewer/agents/devils_advocate_reviewer_agent.md 42 KB
- ars/academic-paper-reviewer/agents/domain_reviewer_agent.md 32 KB
- ars/academic-paper-reviewer/agents/editorial_synthesizer_agent.md 40 KB
- ars/academic-paper-reviewer/agents/eic_agent.md 28 KB
- ars/academic-paper-reviewer/agents/field_analyst_agent.md 10 KB
- ars/academic-paper-reviewer/agents/methodology_reviewer_agent.md 44 KB
- ars/academic-paper-reviewer/agents/perspective_reviewer_agent.md 33 KB
- ars/academic-paper-reviewer/examples/hei_paper_review_example.md 34 KB
- ars/academic-paper-reviewer/examples/interdisciplinary_review_example.md 28 KB
- ars/academic-paper-reviewer/examples/subclaim_decomposition_example.md 8.3 KB
- ars/academic-paper-reviewer/references/calibration_mode_protocol.md 15 KB
- ars/academic-paper-reviewer/references/changelog.md 1.4 KB
- ars/academic-paper-reviewer/references/editorial_decision_standards.md 13 KB
- ars/academic-paper-reviewer/references/guided_mode_protocol.md 2.0 KB
- ars/academic-paper-reviewer/references/integration_guide.md 680 B
- ars/academic-paper-reviewer/references/quality_rubrics.md 6.3 KB
- ars/academic-paper-reviewer/references/re_review_mode_protocol.md 51 KB
- ars/academic-paper-reviewer/references/review_criteria_framework.md 6.2 KB
- ars/academic-paper-reviewer/references/review_panel_provenance_protocol.md 9.4 KB
- ars/academic-paper-reviewer/references/review_quality_thinking.md 3.3 KB
- ars/academic-paper-reviewer/references/reviewer_sprint_prompt_source.md 48 KB
- ars/academic-paper-reviewer/references/sprint_contract_protocol.md 32 KB
- ars/academic-paper-reviewer/references/statistical_reporting_standards.md 30 KB
- ars/academic-paper-reviewer/references/top_journals_by_field.md 13 KB
- ars/academic-paper-reviewer/templates/editorial_decision_template.md 11 KB
- ars/academic-paper-reviewer/templates/peer_review_report_template.md 15 KB
- ars/academic-paper-reviewer/templates/revision_response_template.md 7.4 KB
- ars/academic-paper-reviewer/WORKFLOW.md 37 KB
- ars/academic-paper/agents/abstract_bilingual_agent.md 7.7 KB
- ars/academic-paper/agents/argument_builder_agent.md 11 KB
- ars/academic-paper/agents/citation_compliance_agent.md 19 KB
- ars/academic-paper/agents/draft_writer_agent.md 51 KB
- ars/academic-paper/agents/formatter_agent.md 62 KB
- ars/academic-paper/agents/intake_agent.md 24 KB
- ars/academic-paper/agents/literature_strategist_agent.md 43 KB
- ars/academic-paper/agents/peer_reviewer_agent.md 29 KB
- ars/academic-paper/agents/revision_coach_agent.md 18 KB
- ars/academic-paper/agents/socratic_mentor_agent.md 28 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.
- 4d ago Changed · +107 lines 58abbdc6100b
- 11d ago First seen · 330 lines · 242 tokens per session scan A cbd0039781d8
academic-research-suite is a skill published in the GitHub repository Lzy599775/agent-auto-sci-skills (2 stars, last pushed 5d ago), licensed MIT. It adds 242 tokens to every session and 7,438 once invoked, about $0.0012 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
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