How callmerol/research-os-studio works
Research OS Studio is a provider-neutral suite of Agent Skills for researcher-controlled research workflows, not a conventional application or service. A researcher invokes skills through an AI agent; the documented workflow moves through idea discovery, experimental or theoretical validation, and paper writing and review, stopping for researcher decisions between stages. The graph represents the README’s documented skill dispatches and major capabilities. Source sampling covered package metadata and a skill-check script, not the skill instructions, so undocumented runtime wiring is omitted.
Main entry points: idea-discovery/SKILL.md Idea discovery · experiment-bridge/SKILL.md Experiment workflow · paper-writing/SKILL.md Paper writing · setup-research-os/SKILL.md Workspace setup
Components 34
Workspace and routing
- Workspace setup
skills/general/setup-research-os/SKILL.md - Skill router
skills/general/ask-research-os/SKILL.md
Idea cycle
- Idea discovery
skills/idea-cycle/idea-discovery/SKILL.md - Literature review
skills/idea-cycle/research-lit/SKILL.md - Idea generation
skills/idea-cycle/idea-generation/SKILL.md - Creative thinking
skills/idea-cycle/creative-thinking-for-research/SKILL.md - Novelty check
skills/idea-cycle/novelty-check/SKILL.md - Idea review
skills/idea-cycle/idea-review/SKILL.md - Idea refinement
skills/idea-cycle/idea-refinement/SKILL.md
Validation cycle
- Experiment planning
skills/validation-cycle/experiment-plan/SKILL.md - Experiment workflow
skills/validation-cycle/experiment-bridge/SKILL.md - Experiment run
skills/validation-cycle/run-experiment/SKILL.md - Run monitoring
skills/validation-cycle/monitor-experiment/SKILL.md - Training health
skills/validation-cycle/training-health-check/SKILL.md - Experiment audit
skills/validation-cycle/experiment-audit/SKILL.md - Result to claim
skills/validation-cycle/result-to-claim/SKILL.md - Formula derivation
skills/validation-cycle/formula-derivation/SKILL.md - Proof writing
skills/validation-cycle/proof-writer/SKILL.md - Proof review
skills/validation-cycle/proof-review/SKILL.md - Proof repair
skills/validation-cycle/proof-repair/SKILL.md - Proof orchestration
skills/validation-cycle/proof-orchestrator/SKILL.md
Writing cycle
- Paper writing
skills/writing-cycle/paper-writing/SKILL.md - ML paper writing
skills/writing-cycle/ml-paper-writing/SKILL.md - Systems paper writing
skills/writing-cycle/systems-paper-writing/SKILL.md - Academic plotting
skills/writing-cycle/academic-plotting/SKILL.md - Paper compilation
skills/writing-cycle/paper-compile/SKILL.md - Compile repair
skills/writing-cycle/paper-compile-repair/SKILL.md - Citation audit
skills/writing-cycle/citation-audit/SKILL.md - Citation fixes
skills/writing-cycle/apply-citation-fixes/SKILL.md - Paper claim audit
skills/writing-cycle/paper-claim-audit/SKILL.md - Claim stress test
skills/writing-cycle/claim-stress-test/SKILL.md - Rebuttal
skills/writing-cycle/rebuttal/SKILL.md
Other components
- Researcher
- AI agent
Connections 33
- Researcher → AI agent: invokes skill
- AI agent → Workspace setup: runs setup
- AI agent → Skill router: requests guidance
- Researcher → Idea discovery: starts idea cycle
- Idea discovery → Literature review: calls
- Idea discovery → Idea generation: calls
- Idea discovery → Creative thinking: calls as needed
- Idea discovery → Novelty check: calls
- Idea discovery → Idea review: calls
- Idea discovery → Idea refinement: calls
- Researcher → Experiment planning: starts validation
- Researcher → Experiment workflow: starts execution
- Experiment workflow → Experiment run: runs experiments
- Experiment workflow → Run monitoring: monitors runs
- Experiment workflow → Training health: checks training
- Experiment workflow → Experiment audit: audits evidence
- Researcher → Result to claim: extracts claims
- Researcher → Formula derivation: starts theory path
- Researcher → Proof writing: drafts proof
- Researcher → Proof review: reviews proof
- Researcher → Proof repair: repairs proof
- Researcher → Proof orchestration: orchestrates proof
- Researcher → Paper writing: starts writing
- Researcher → ML paper writing: starts ML writing
- Researcher → Systems paper writing: starts systems writing
- Paper writing → Academic plotting: includes plotting
- Paper writing → Paper compilation: checks compilation
- Researcher → Compile repair: requests repair
- Researcher → Citation audit: audits citations
- Researcher → Citation fixes: applies fixes
- Researcher → Paper claim audit: audits claims
- Researcher → Claim stress test: stress-tests claims
- Researcher → Rebuttal: prepares response