| name | academic-research-suite |
| description | Codex-native Academic Research Skills suite for deep research, academic paper writing, manuscript review, full research-to-paper pipelines, and experiment planning or validation. Use when the user asks for deep research, literature review, systematic review, meta-analysis, research question refinement, academic paper drafting, paper revision, citation or integrity checks, reviewer simulation, peer review, editorial decision letters, research-to-paper workflows, experiment execution planning, statistical interpretation, or human study protocol support. Also use for Claude-style ARS command aliases such as /ars-plan, ars-plan, /ars-outline, /ars-abstract, /ars-lit-review, /ars-citation-check, /ars-disclosure, /ars-format-convert, /ars-revision-coach, /ars-revision, and /ars-full. This skill vendors ARS role prompts, references, templates, and shared handoff schemas under ars/.
|
| metadata | {"version":"0.1.8","upstream_suite":"academic-research-skills","codex_adapter":true} |
Academic Research Suite for 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 0.1.8. 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.
If the user says they want to write a paper, thesis, proposal, article, journal
article, or manuscript, but they only provide a broad topic, tentative title,
research interest, or "題目/主題/方向" and do not provide a clear,
answerable research question, route to ars/deep-research/WORKFLOW.md in
socratic mode first. This matches the upstream ARS experience where vague
paper-topic requests start with SCR/Socratic narrowing instead of immediate
outline or drafting.
Treat these as Socratic triggers even when the wording contains paper-writing
intent:
- "I want to write a paper on ..."
- "I have a paper topic/title ..."
- "我想做一篇論文，題目是..."
- "我有一個研究方向/主題，但還不確定問題"
- "幫我想論文題目/收斂研究問題"
First response in this path:
- State that the request is being routed to
deep-research socratic mode
because the research question is not yet precise.
- Ask 3-5 Socratic narrowing questions using
socratic_mentor_agent and
research_question_agent guidance.
- Do not produce an outline, draft, literature review, or full pipeline
dashboard until the user has converged on at least one candidate RQ.
Route directly to ars/academic-paper/WORKFLOW.md only when the user already
has a clear RQ, approved study frame, data/results, literature matrix, draft,
or explicitly asks to skip scoping and proceed to outline/drafting. Route to
ars/academic-pipeline/WORKFLOW.md only when the user explicitly asks for the
full research-to-paper pipeline or says to continue after Socratic scoping.
Claude-Style Alias Router
Codex does not install Claude slash commands, but this package emulates their
intent. If the user's request starts with a slash alias (/ars-plan) or a plain
alias (ars-plan), treat it as a mode shortcut, strip the alias token from the
task text, read the matching ars/commands/ars-*.md prompt recipe, then route
to the workflow WORKFLOW.md below.
The model: field in command frontmatter is a Claude routing hint only. Codex
uses the current model unless the user explicitly requests another model.
| Alias | Read command recipe | Then route to |
|---|
/ars-plan, ars-plan | ars/commands/ars-plan.md | ars/academic-paper/WORKFLOW.md in plan mode |
/ars-outline, ars-outline | ars/commands/ars-outline.md | ars/academic-paper/WORKFLOW.md in outline-only mode |
/ars-abstract, ars-abstract | ars/commands/ars-abstract.md | ars/academic-paper/WORKFLOW.md in abstract-only mode |
/ars-lit-review, ars-lit-review | ars/commands/ars-lit-review.md | ars/academic-paper/WORKFLOW.md in lit-review mode; if the user wants source discovery and synthesis instead, route to ars/deep-research/WORKFLOW.md in lit-review mode |
/ars-citation-check, ars-citation-check | ars/commands/ars-citation-check.md | ars/academic-paper/WORKFLOW.md in citation-check mode |
/ars-disclosure, ars-disclosure | ars/commands/ars-disclosure.md | ars/academic-paper/WORKFLOW.md in disclosure mode |
/ars-format-convert, ars-format-convert | ars/commands/ars-format-convert.md | ars/academic-paper/WORKFLOW.md in format-convert mode |
/ars-revision-coach, ars-revision-coach | ars/commands/ars-revision-coach.md | ars/academic-paper/WORKFLOW.md in revision-coach mode |
| , |
If the request body after the alias is a vague topic, tentative title, research
direction, or "題目/主題/方向" without a clear research question, defer to the Paper Topic Scoping Override above before routing to the alias's target mode.
This applies to ars-plan, ars-outline, ars-abstract, ars-lit-review,
and ars-full.
If the Codex client reserves slash-prefixed input before it reaches the model,
tell the user to use the plain alias form, for example ars-plan my topic.
Codex Runtime Mapping
The upstream ARS files were written for Claude Code. Apply these mappings when
using them in Codex:
| Upstream wording | Codex behavior |
|---|
| Agent Team, agent, dispatch, handoff | Read the referenced agents/*.md file as a role or phase prompt and perform that phase inline. |
| Agent tool, Task tool, subagent | Do not spawn agents automatically. Only use Codex subagents when the user explicitly asks for delegation or parallel agents. |
| AskUserQuestion | Ask concise clarification questions, or use Codex's structured user-input tool when available in the active mode. |
| WebSearch | Use Codex web browsing for current facts, source verification, citation checks, and external evidence. Provide source links. |
| Bash, Write, Edit | Treat as capability descriptions, not required tool names. Follow Codex safety rules and the user's filesystem constraints. |
| Claude, Claude Code, model-specific wording | Interpret as "the current Codex agent" unless the text is part of a disclosure template or historical example. |
ARS_CROSS_MODEL, ARS_CROSS_MODEL_SAMPLE_INTERVAL | Treat upstream secondary-model dispatch instructions as no-op unless the user explicitly asks for cross-model review. When explicitly enabled in this Codex package, use Anthropic Claude Opus 4.7 via API (ARS_CROSS_MODEL=claude-opus-4.7, ANTHROPIC_API_KEY); do not route this reviewer through Codex/OpenAI APIs. Skip unconfigured cross-model report sections instead of inventing results. |
S2_API_KEY, OPENALEX_POLITE_EMAIL, CROSSREF_POLITE_EMAIL | These are optional upstream bibliographic lookup settings. Use them only when the user explicitly runs contamination-signal migration or programmatic reference verification; normal Codex routing does not require them. |
fresh Claude Code session, Claude Code session | Read as "a new Codex conversation". Material Passport reset semantics still apply; only the runtime changes. This rule covers ars/academic-pipeline/WORKFLOW.md, ars/academic-pipeline/agents/pipeline_orchestrator_agent.md, ars/academic-pipeline/references/passport_as_reset_boundary.md, ars/experiment-agent/README.md, ars/experiment-agent/README.zh-TW.md, and ars/docs/PERFORMANCE.md. |
| slash command, Claude plugin command |
Agent Prompt Use
When a workflow lists agents:
- Read the workflow
WORKFLOW.md to identify the mode and phase.
- Read the specific
agents/<name>.md files for the current phase.
- Treat each agent file as a scoped role prompt with an input/output contract.
- Produce the phase output in the current conversation unless the user requested files.
- Use
ars/shared/handoff_schemas.md when a phase hands material to another phase.
For multi-review phases, preserve independence by writing each reviewer section
before synthesizing. Do not let the final synthesis erase critical findings from
devil's advocate or methodology roles.
Canonical Agent Files
Use these exact filenames. Do not invent hyphenated alternatives or rename files
from memory.
ars/deep-research/agents/:
bibliography_agent.md, devils_advocate_agent.md,
editor_in_chief_agent.md, ethics_review_agent.md,
meta_analysis_agent.md, monitoring_agent.md,
report_compiler_agent.md, research_architect_agent.md,
research_question_agent.md, risk_of_bias_agent.md,
socratic_mentor_agent.md, source_verification_agent.md,
synthesis_agent.md.
ars/academic-paper/agents/:
abstract_bilingual_agent.md, argument_builder_agent.md,
citation_compliance_agent.md, draft_writer_agent.md,
formatter_agent.md, intake_agent.md,
literature_strategist_agent.md, peer_reviewer_agent.md,
revision_coach_agent.md, socratic_mentor_agent.md,
structure_architect_agent.md, visualization_agent.md.
ars/academic-paper-reviewer/agents/:
devils_advocate_reviewer_agent.md, domain_reviewer_agent.md,
editorial_synthesizer_agent.md, eic_agent.md,
field_analyst_agent.md, methodology_reviewer_agent.md,
perspective_reviewer_agent.md.
ars/academic-pipeline/agents/:
claim_ref_alignment_audit_agent.md, collaboration_depth_agent.md,
integrity_verification_agent.md,
pipeline_orchestrator_agent.md, state_tracker_agent.md.
ars/experiment-agent/agents/:
code_runner_agent.md, study_manager_agent.md.
Shared Resources
Use ars/shared/ for cross-workflow contracts and quality gates:
ars/shared/handoff_schemas.md defines inter-stage artifact schemas.ars/shared/style_calibration_protocol.md defines writing voice calibration.ars/shared/mode_spectrum.md defines fidelity, balanced, and originality modes.ars/shared/agents/compliance_agent.md defines compliance checks.ars/shared/compliance_checkpoint_protocol.md, ars/shared/prisma_trAIce_protocol.md, and ars/shared/raise_framework.md define integrity and reporting gates.ars/scripts/ contains upstream validators and reference adapters.ars/examples/ contains upstream non-PDF fixtures and templates.ars/docs/design/ contains upstream design specs referenced by ARS protocols.ars/commands/ contains upstream Claude slash-command prompt recipes.ars/hooks/ contains upstream Claude hook metadata preserved for traceability.ars/tests/ contains upstream fixture corpora used by validator tests.
When an ARS file points to shared/..., resolve it as ars/shared/....
When it points to another workflow, resolve it under ars/<workflow>/....
When it points to root-level scripts/..., examples/..., or docs/..., resolve
it under ars/scripts/..., ars/examples/..., or ars/docs/....
Inactive Upstream Scripts
manifest.json lists inactive_upstream_scripts that are vendored for
traceability but are not Codex package validation gates. Do not wire them into
Codex CI or treat them as required runtime checks unless the missing upstream
Claude Code inputs, especially .claude/CLAUDE.md, are deliberately supplied.
ars/scripts/run_codex_audit.sh is vendored because upstream ARS uses it as a
Codex audit wrapper, but follow its own guardrail: it must not be invoked from
the same in-LLM session that produced the audited deliverable.
Verification Discipline
For claims, citations, references, statistics, journal policies, API behavior, and
current facts, verify against primary or authoritative sources. If verification is
not possible, mark the item as unverified instead of inventing support.
Never fabricate references. For citation existence checks, prefer DOI or official
metadata lookup, then authoritative web search. Semantic Scholar, OpenAlex, and
Crossref API instructions are in ars/deep-research/references/; use them only
when the task needs programmatic reference verification.
Output Defaults
- Default language follows the user's language.
- For Chinese, use Traditional Chinese unless the user requests otherwise.
- For staged workflows, show the current stage, required inputs, output artifact,
and whether the next gate is optional or mandatory.
- For paper/research outputs, keep uncertainty explicit and separate evidence,
inference, and recommendation.
