Research Refine Pipeline: End-to-End Method and Experiment Planning

Refine and concretize: $ARGUMENTS

Overview

Use this skill when the user does not want to stop at a refined method. The goal is to produce a coherent package that includes:

• a problem-anchored, elegant final proposal
• the review history explaining why the thesis is focused
• a detailed evidence-development roadmap tied to the paper's claims
• a compact pipeline summary that says what to do next

This skill composes two existing workflows:

1. research-refine for thesis refinement
2. an evidence-development plan for claim-driven validation (sources, cases, statutes, arguments)

For stage-specific detail, read these sibling skills only when needed:

• ../research-refine/SKILL.md
• ../research-review/SKILL.md

Core Rule

Do not build a large evidence base on top of an unstable thesis. First stabilize the thesis. Then develop the evidence that supports the stable thesis.

Default Outputs

• refine-logs/FINAL_PROPOSAL.md
• refine-logs/REVIEW_SUMMARY.md
• refine-logs/REFINEMENT_REPORT.md
• refine-logs/EXPERIMENT_PLAN.md
• refine-logs/EXPERIMENT_TRACKER.md
• refine-logs/PIPELINE_SUMMARY.md

Workflow

Phase 0: Triage the Starting Point

• Extract the problem, rough approach, constraints, resources, and target venue.
• Check whether refine-logs/FINAL_PROPOSAL.md already exists and still matches the current request.
• If the proposal is missing, stale, or materially different from the current request, run the full research-refine stage.
• If the proposal is already strong and aligned, reuse it and jump to experiment planning.
• If in doubt, prefer re-running research-refine rather than planning experiments for the wrong method.

Phase 1: Method Refinement Stage

Run the research-refine workflow and keep its V3 philosophy intact:

• preserve the Problem Anchor
• prefer the smallest adequate mechanism
• keep one dominant contribution
• modernize only when it improves the paper

Exit this stage only when these are explicit:

• the final method thesis
• the dominant contribution
• the complexity intentionally rejected
• the key claims and must-run ablations
• the remaining risks, if any

If the verdict is still REVISE, continue into experiment planning only if the remaining weaknesses are clearly documented.

Phase 2: Planning Gate

Before the experiment stage, write a short gate check:

• What is the final method thesis?
• What is the dominant contribution?
• What complexity was intentionally rejected?
• Which reviewer concerns still matter for validation?
• Is a frontier primitive central, optional, or absent?

If these answers are not crisp, tighten the final proposal first.

Phase 3: Experiment Planning Stage

Run the experiment-plan workflow grounded in:

• refine-logs/FINAL_PROPOSAL.md
• refine-logs/REVIEW_SUMMARY.md
• refine-logs/REFINEMENT_REPORT.md

Ensure the experiment plan covers:

• the main anchor result
• novelty isolation
• a simplicity or deletion check
• a frontier necessity check if applicable
• run order, budget, and decision gates

Phase 4: Integration Summary

Write refine-logs/PIPELINE_SUMMARY.md:

# Pipeline Summary

**Problem**: [problem]
**Final Method Thesis**: [one sentence]
**Final Verdict**: [READY / REVISE / RETHINK]
**Date**: [today]

## Final Deliverables
- Proposal: `refine-logs/FINAL_PROPOSAL.md`
- Review summary: `refine-logs/REVIEW_SUMMARY.md`
- Experiment plan: `refine-logs/EXPERIMENT_PLAN.md`
- Experiment tracker: `refine-logs/EXPERIMENT_TRACKER.md`

## Contribution Snapshot
- Dominant contribution:
- Optional supporting contribution:
- Explicitly rejected complexity:

## Must-Prove Claims
- [Claim 1]
- [Claim 2]

## First Runs to Launch
1. [Run]
2. [Run]
3. [Run]

## Main Risks
- [Risk]:
- [Mitigation]:

## Next Action
- Proceed to develop the evidence (`/statute-case-mapper`, `/comparative-law`, `/argument-stress-test`, or source/corpus work)

Phase 5: Present a Brief Summary to the User

Pipeline complete.

Thesis output:
- refine-logs/FINAL_PROPOSAL.md

Evidence-plan output:
- refine-logs/EVIDENCE_PLAN.md
- refine-logs/EVIDENCE_TRACKER.md

Pipeline summary:
- refine-logs/PIPELINE_SUMMARY.md

Best next step:
- develop the evidence (statute-case-mapper / comparative-law / argument-stress-test / source work)

Output Protocols

Follow these shared protocols for all output files:

• Output Versioning Protocol — write timestamped file first, then copy to fixed name
• Output Manifest Protocol — log every output to MANIFEST.md
• Output Language Protocol — respect the project's language setting

Key Rules

• Large file handling: If the Write tool fails due to file size, immediately retry using Bash (cat << 'EOF' > file) to write in chunks. Do NOT ask the user for permission — just do it silently.
• Do not let the evidence plan override the Problem Anchor.
• Do not widen the paper story after thesis refinement unless a missing validation block is truly necessary.
• Reuse the same claims across FINAL_PROPOSAL.md, EVIDENCE_PLAN.md, and PIPELINE_SUMMARY.md.
• Keep the main paper story compact.
• If the thesis is intentionally simple, defend that simplicity in the evidence plan rather than adding new components.
• Prefer the staged skills when the user only needs one stage; use this skill for the integrated flow.

Composing with Other Skills

/research-refine-pipeline -> one-shot thesis + evidence planning
/research-refine   -> thesis refinement only
develop evidence   -> statute-case-mapper / comparative-law / argument-stress-test / source work
/research-review   -> critical review