| name | vr-pipeline |
| description | Executes the full research pipeline sequentially from brainstorming to paper writing. Passes results from each stage to the next. |
| user-invocable | true |
| disable-model-invocation | true |
| argument-hint | ["research-topic"] |
Full Research Pipeline
Takes a research topic as input and executes the full pipeline from brainstorming to paper writing and self-review.
Input
$ARGUMENTS - Research topic (e.g., "Analysis of in-context learning mechanisms in LLMs")
Pipeline Stages
Important: After completing each stage, share the results with the user and receive feedback before proceeding to the next stage. Do not advance to the next stage without user confirmation.
Stage 1: Brainstorm
Run /vr-brainstorm $ARGUMENTS.
- Generate research ideas and prioritize them
- Checkpoint: Show the list of ideas to the user and let them choose which idea to pursue
Stage 2: Literature Review
Run /vr-literature-review on the selected idea.
- Systematically survey related prior work
- Analyze research gaps and confirm the positioning of our study
- Checkpoint: Have the user review the prior work analysis results
Stage 3: Experiment Plan
Run /vr-experiment-plan based on the prior work analysis.
- Define experiment variables, metrics, and conditions
- Generate config.yaml
- Checkpoint: Have the user review the experiment plan
Stage 4: Run Experiment
Run /vr-run-experiment <experiment-dir>.
- Write and execute experiment code
- Save results
- Checkpoint: Share the experiment results summary with the user
Stage 5: Make Figures
Run /vr-make-figures <experiment-dir>.
- Visualize results and generate figures
- Checkpoint: Show figures to the user and accept revision requests
Stage 6: Write Paper
Run /vr-write-paper <experiment-dir>.
- Write the paper
- Checkpoint: Share the paper draft with the user
Stage 7: Peer Review
Run /vr-peer-review <paper-dir>.
- Review the paper from the perspective of a top venue reviewer
- Checkpoint: Share the review results with the user and discuss response strategies
Stage 8: Rebuttal & Revision
Run /vr-rebuttal <paper-dir>.
- Write rebuttals to review comments
- If needed, run
/vr-ablation-study <experiment-dir> for additional experiments
- Revise the paper
- Checkpoint: Share the final revised version with the user
Progress Tracking
Track the progress of each stage using TodoWrite.
Error Handling
- If any stage fails, stop at that stage and report to the user
- After resolving the issue together with the user, resume from that stage
- If it is necessary to go back to a previous stage, confirm with the user
Notes
- The full pipeline runs as an interactive session with the user
- Accept changes in direction from the user at each checkpoint
- Individual skills can be re-run independently during the pipeline
/vr-ablation-study is run separately as needed after Stage 7
