Codex-native Academic Research Skills suite for human-in-the-loop academic research workflows
pip install academic-research-skills-codexARS-Codex
ARS-Codex is the Codex-native sibling of Academic Research Skills (ARS) for Claude Code. It is a separate Codex distribution with its own plugin identity, packaging, versioning, and runtime adapter.
This repository vendors the ARS workflow content as a single Codex skill:
skills/academic-research-suite/
SKILL.md
manifest.json
agents/openai.yaml
codex/
full-runtime-manifest.json
agents/
hooks/
scripts/
ars/
deep-research/
academic-paper/
academic-paper-reviewer/
academic-pipeline/
experiment-agent/
commands/
hooks/
docs/
tests/
shared/
The original Claude Code ARS checkout is not modified. Upstream content is copied
from fresh GitHub clones and adapted through the Codex router in
skills/academic-research-suite/SKILL.md.
Relationship to Claude Code ARS
This repository is ARS-Codex. For the original Claude Code ARS distribution, use Imbad0202/academic-research-skills.
Use the Claude Code repo when you want the native Claude Code skill layout, Claude-specific agent-team behavior, or the original ARS development history. Use this repo when you want the Codex-native single-suite skill.
Versioning
This ARS-Codex package is version 0.1.21. The repo-root VERSION file,
skills/academic-research-suite/SKILL.md metadata version, and
skills/academic-research-suite/manifest.json adapter_version track the
Codex package version independently of the vendored ARS suite. Vendored upstream
versions are recorded by commit in manifest.source_repositories[].
Package-level changes are summarized in CHANGELOG.md.
The vendored ARS source currently tracks
Imbad0202/academic-research-skills@bbc0659272a511b422f6856cd6f44b6ccb2ac213
(v3.18.0). Vendored runtime content includes the fixed-seat cross-model
Reviewer 2 track and re-review Judge Record, citation-cache staleness advisories
with opt-in live re-validation, high-impact-first claim sampling,
scope-conformance and search-bounded novelty advisories, and the held-out
pipeline-behavior robustness set. The v3.17 dispatcher, least-privilege,
panel-synthesis, degradation-registry, boundary-lock, and hermetic transport
contracts remain intact.
Nested upstream .github/ workflows and root agents/ mirrors are preserved
for traceability and self-tests, but are not repo-level CI or Codex entrypoints;
Claude/plugin loader files under .claude/ and .claude-plugin/ remain
intentionally excluded.
Install ARS-Codex Plugin
Add the GitHub marketplace and install ARS-Codex with Codex CLI:
codex plugin marketplace add Imbad0202/academic-research-skills-codex --ref main
codex plugin add ars-codex@ars-codex
To update a plugin install later:
codex plugin marketplace upgrade ars-codex
codex plugin add ars-codex@ars-codex
In Codex Desktop, you can alternatively add the repository from Plugins and then install ARS-Codex:
Marketplace source: https://github.com/Imbad0202/academic-research-skills-codex.git
Branch/ref: main
Plugin: ars-codex
The plugin root is plugins/ars-codex/. Its skills/ directory contains a
materialized copy of academic-research-suite, not a symlink. This keeps
Codex Desktop installs portable on Windows, where plugin caches may materialize
symlinks as plain text files and skip bundled skill registration.
Open a new Codex conversation after installation, then invoke
$academic-research-suite or describe an academic research task that matches
the bundled workflow.
Direct Skill Install Or Update
As an alternative to the plugin, install the skill directly from this repo
path. Use --method git so public and
credentialed GitHub access both work consistently:
python3 "$HOME/.codex/skills/.system/skill-installer/scripts/install-skill-from-github.py" \
--repo Imbad0202/academic-research-skills-codex \
--ref main \
--path skills/academic-research-suite \
--method git
On macOS and many Linux systems, Python 3 is exposed as python3 rather than
python. If your system only has a python command and it is Python 3, use
python in the commands instead.
To update an existing install:
rm -rf "$HOME/.codex/skills/academic-research-suite"
python3 "$HOME/.codex/skills/.system/skill-installer/scripts/install-skill-from-github.py" \
--repo Imbad0202/academic-research-skills-codex \
--ref main \
--path skills/academic-research-suite \
--method git
Open a new Codex conversation after installation. Existing Codex sessions may keep their old skill cache; you do not need to close unrelated Claude or Codex sessions.
Verify with /skills: you should see one ARS-Codex entry,
academic-research-suite or ARS-Codex. You should not see separate academic-paper,
academic-pipeline, deep-research, or academic-paper-reviewer skills from
this package. If you do, reinstall with the update command above and open a new
Codex conversation.
Codex Docs
- Codex setup covers
installation,
ars-*aliases, optional tools, Material Passport adapters, and unsupported Claude plugin features. - Codex architecture explains the logical ARS pipeline with the Codex runtime overlay.
- Optional full-runtime adapter documents the disabled-by-default planner, Codex agent-team templates, and hook pack.
Usage
Invoke the suite explicitly with $academic-research-suite (singular), then
describe the research task and provide any source files, notes, draft text,
reviewer comments, or output constraints.
Use $academic-research-suite to help me plan a systematic literature review on
AI adoption in higher education quality assurance.
The Codex adapter routes the request to one of five ARS workflows:
| Workflow | Use when you need | Example prompt |
|---|---|---|
deep-research |
Research question refinement, literature review, systematic review, meta-analysis, fact-checking | Use $academic-research-suite to build a systematic review protocol for AI in higher education QA. |
academic-paper |
Paper outline, drafting, abstract, revision, citation formatting, AI disclosure | Use $academic-research-suite to turn these notes into an IMRaD paper outline and drafting plan. |
academic-paper-reviewer |
Manuscript review, simulated peer review, editorial decision, re-review | Use $academic-research-suite to review this manuscript and produce a journal-style decision letter. |
academic-pipeline |
End-to-end research-to-paper workflow with integrity gates, review, revision, and final checks | Use $academic-research-suite to run an end-to-end research-to-paper pipeline from topic to revised manuscript. |
experiment-agent |
Code experiment planning, human study protocol, statistical interpretation, reproducibility validation | Use $academic-research-suite to plan a code experiment and define reproducibility checks. |
Claude-Style Aliases
Claude Code v3.7 installs /ars-* slash commands. Codex does not have the same
plugin command registry, so this package emulates the command intent inside the
single $academic-research-suite skill. Use either form:
Use $academic-research-suite: ars-plan my paper on AI governance in universities.
or, when your Codex client passes slash-prefixed text through as a normal user message:
/ars-plan my paper on AI governance in universities.
If slash input is intercepted by the client, use the plain alias form:
ars-plan my paper on AI governance in universities.
| Claude command | Codex alias | Routed workflow |
|---|---|---|
/ars-plan |
ars-plan |
academic-paper plan mode |
/ars-outline |
ars-outline |
academic-paper outline-only mode |
/ars-abstract |
ars-abstract |
academic-paper abstract-only mode |
/ars-lit-review |
ars-lit-review |
academic-paper lit-review mode |
/ars-citation-check |
ars-citation-check |
academic-paper citation-check mode |
/ars-disclosure |
ars-disclosure |
academic-paper disclosure mode |
/ars-format-convert |
ars-format-convert |
academic-paper format-convert mode |
/ars-revision-coach |
ars-revision-coach |
academic-paper revision-coach mode |
/ars-revision |
ars-revision |
academic-paper revision mode |
/ars-reviewer |
ars-reviewer |
academic-paper-reviewer full mode |
/ars-mark-read |
ars-mark-read |
Human-read signal for citation keys in the active Material Passport |
/ars-unmark-read |
ars-unmark-read |
Rescind a prior human-read signal |
/ars-cache-invalidate |
ars-cache-invalidate |
Invalidate cached verification entries for one citation key |
/ars-full |
ars-full |
academic-pipeline full workflow |
Working Pattern
For best results, start with the workflow goal and the current state of your materials:
Use $academic-research-suite.
Goal: write a journal article.
Current materials: I have a literature matrix and rough findings, but no outline.
Output needed now: paper architecture and missing-evidence checklist.
Constraints: English, APA 7, higher education policy audience.
If you only have a paper topic or broad research direction and do not yet have a clear research question, the Codex router should start with ARS Socratic scoping:
Use $academic-research-suite.
I want to write a paper on AI adoption in higher education quality assurance.
I do not yet have a clear research question.
Please use SCR / Socratic dialogue to help me narrow the question first; do not write an outline yet.
Expected route: deep-research socratic mode first. ARS should ask narrowing
questions and should not produce an outline or draft until the research question
has converged.
For review tasks, provide the manuscript or a path to the manuscript, plus the review mode you want:
Use $academic-research-suite to review this paper.
Mode: full review.
Focus: methodology, contribution, citation integrity, and likely desk-reject risks.
Output: reviewer reports plus editorial decision letter.
For staged pipelines, ask for a checkpoint instead of asking Codex to run the entire process silently:
Use $academic-research-suite to start an academic-pipeline run.
Begin with Stage 0 intake and stop after producing the pipeline dashboard.
Smoke Tests
In a new Codex conversation:
/skills
Expected: one ARS entry only.
Then test Socratic routing:
Use $academic-research-suite.
I want to write a paper on AI adoption in higher education quality assurance.
I do not yet have a clear research question.
Expected: route to deep-research socratic mode and ask narrowing questions.
CLI smoke test:
codex exec --ephemeral --sandbox read-only \
-C /path/to/academic-research-skills-codex \
'Use $academic-research-suite. Router smoke test only. User request to classify: I want to write a paper on AI adoption in higher education quality assurance, but I do not yet have a clear research question. According to the academic-research-suite router, classify the workflow and mode.'
Maintainer quality gates:
python3 skills/academic-research-suite/codex/scripts/ars_codex_quality_gates.py all --json
Expected: every reported gate has "ok": true.
Non-Blocking Codex Warnings
These Codex messages do not mean ARS failed to install:
[features].codex_hooks is deprecated— update your Codex config when convenient; ARS-Codex does not require hooks for normal use.hooks need review before they can run— review those hooks separately if you use them. ARS-Codex treats vendored Claude hooks as traceability metadata and does not require them.
Codex Adapter Behavior
ARS was originally written for Claude Code. In this Codex package:
- The vendored
agents/*.mdfiles are used as role and phase prompts. - The Codex-only
codex/directory contains an optional full-runtime adapter profile. It is disabled by default and does not change normal inline routing. - The vendored
commands/ars-*.mdfiles are prompt recipes only. Codex does not register them as slash commands. - The vendored
hooks/hooks.jsonfile is preserved for upstream traceability only. Codex does not install Claude Code hooks from this package. - Codex does not automatically spawn background agents unless you explicitly ask for delegated or parallel agent work.
- Web/source verification uses Codex browsing and must cite sources when current or external facts matter.
- Cross-model verification is disabled by default. When explicitly requested in
this Codex package, follow the vendored provider setup in
ars/shared/cross_model_verification.md, identify the provider/model/content class first, and obtain explicit user consent before any external upload. External reviewers are called through configured provider APIs, not simulated through the active Codex model. ARS_MODEL_TIERINGis unset by default. The Codex adapter preserves the upstream judgment/execution classification but applieseconomyorquality-boostonly when the runtime supports an explicit per-dispatch model override; otherwise it reports a no-op and keeps the active model.- Protected top-level agent
tools:allowlists remain least-privilege role boundaries. A dispatched checkpoint owner does not gain Bash or network transport; the dispatching Codex context owns any explicitly consented cross-model call. - A
[CROSS-MODEL-HANDOFF v1]block is a transport request, not a deliverable. The dispatcher validates it, sends only its payload, applies the mechanical result routing, and returns judgment work to the original owner. - In reviewer
fullmode, an explicitly configured and consented cross-model run swaps the existing Reviewer 2 seat; it never adds a sixth reviewer. Re-review applies the separate Priority-1 judge pass and records provenance. Single-family execution and provider fallback are disclosed. ARS_CACHE_STALE_ADVISORY_DAYScontrols the advisory-only cache-age threshold, whileARS_CACHE_REVALIDATE=1opts into live bibliographic re-validation. These settings apply when the programmatic citation gate is run; stale rows alone never fail an integrity gate.- The upstream v3.18 SessionStart update checker is vendored but not installed
or executed as a Codex hook. Plugin users update with
codex plugin marketplace upgrade ars-codexfollowed bycodex plugin add ars-codex@ars-codex; direct skill installs still update by reinstalling or pulling this repository. - Upstream references to a "fresh Claude Code session" mean a new Codex conversation in this package; Material Passport reset semantics still apply.
- If a citation, source, statistic, or journal policy cannot be verified, Codex should mark it as unverified rather than invent support.
ARS v3.18 Release Parity
This package aims for the same user-facing workflow content as upstream ARS
v3.18.0 where Codex has an equivalent concept.
| Upstream ARS feature | Codex package behavior |
|---|---|
| One installable plugin | Native Codex plugin ars-codex, bundling the single academic-research-suite skill |
/ars-* slash commands |
Emulated as ars-* aliases through the skill router; not native slash commands |
Four upstream skills auto-discovered from skills/ symlinks |
Single Codex router skill selects the workflow and reads the vendored workflow WORKFLOW.md files |
| Plugin-shipped agents | Agent files are role/phase prompts; Codex runs them inline unless the user explicitly asks for delegated subagents |
| Optional Codex full-runtime profile | Planner, agent-team templates, and hook pack live under skills/academic-research-suite/codex/; disabled by default |
model: opus / model: sonnet command routing |
Treated as Claude metadata; Codex uses the active model |
ARS_MODEL_TIERING=economy|quality-boost |
Classification is preserved; routing remains advisory unless Codex exposes per-dispatch model selection |
Protected agent tools: allowlists |
Preserved as least-privilege role boundaries; dispatched owners do not receive Bash/network transport |
| Canonical cross-model handoff envelope | Dispatcher validates the envelope, transports only the payload after consent, and follows the closed result-routing contract |
| Cross-model Reviewer 2 and re-review judge tracks | Available only with explicit provider configuration and content consent; the fixed seat, Judge Record, single-family disclosure, and fallback disclosure are preserved |
| Cache staleness advisory and live re-validation | Local cache remains the default; stale rows are advisory-only and ARS_CACHE_REVALIDATE=1 opts into live bibliographic checks |
| Risk-stratified claim, scope, and novelty checks | Vendored workflow prompts and schemas preserve high-impact-first sampling plus advisory-only scope and search-bounded novelty rows |
| Executable panel/degradation/pipeline-boundary checks | Vendored with their hermetic tests and exposed by the optional full-runtime manifest |
| SessionStart and SubagentStop hooks, including the update reminder | Vendored for traceability only; Codex does not install or execute Claude hooks |
| Plugin marketplace update | Refresh with codex plugin marketplace upgrade ars-codex, then re-add ars-codex@ars-codex; direct skill installs still reinstall or pull |
| Claude Code Agent Team | Not automatic; Codex subagents require an explicit user request for delegation or parallel agents |
| Cross-model provider dispatch from upstream docs | Disabled by default; available only with explicit provider configuration and explicit user consent |
Optional External Cross-Model Reviewer API
For reviewer calibration or cross-model devil's advocate checks, configure one
of the provider tuples documented in
ars/shared/cross_model_verification.md, then ask for cross-model verification
explicitly in the prompt. For example:
export OPENAI_API_KEY="<your-openai-api-key>"
export ARS_CROSS_MODEL="gpt-5.5"
Without both a configured provider and explicit user consent for the content class being sent, ARS-Codex falls back to single-runtime review and reports that cross-model verification was unavailable.
Support And Sponsorship
If ARS-Codex helps your research workflow, you can support maintenance through Buy Me a Coffee.
Security
Do not open public issues for vulnerabilities. Follow
SECURITY.md for private reporting, and see the
release readiness and security report for
the latest local validation summary.
File Layout For Advanced Use
The entry point is:
skills/academic-research-suite/SKILL.md
Workflow content is under:
skills/academic-research-suite/ars/<workflow>/
Shared schemas, compliance rules, and cross-workflow contracts are under:
skills/academic-research-suite/ars/shared/
When debugging or updating the package, preserve these paths. Many ARS workflow
files cross-reference shared/, scripts/, examples/, and other workflow
directories.
Update Policy
Updates sync selected upstream ARS content into skills/academic-research-suite/ars/.
Do not mirror the Claude Code repo blindly; exclude Claude/plugin loader files
such as .claude/, .claude-plugin/, source .gitignore, and symlink-only
alias directories that are not needed in Codex. Nested upstream .github/
workflows may be retained as inactive traceability and self-test fixtures.
Inactive Upstream Scripts
Some upstream maintenance scripts are vendored but intentionally inactive in
this Codex package because they require non-vendored Claude Code inputs such as
.claude/CLAUDE.md. See inactive_upstream_scripts in
skills/academic-research-suite/manifest.json before wiring any upstream script
into Codex CI.
Contributors And Acknowledgements
Cheng-I Wu - Maintainer of the ARS suite and this Codex sibling distribution.
Codex - Assisted with the Codex adapter packaging, router-policy hardening, test fixes, and release-readiness review under maintainer direction.
vinschger - Reported beginner installation
friction around python vs python3, which led to clearer setup instructions
for macOS and other environments.
Joker2377 - Helped answer community installation questions and clarify beginner setup steps in issue discussions.
Vendored upstream ARS contributors are acknowledged in
skills/academic-research-suite/ars/README.md.