research-refine

Codify a strategic problem and run staged reviewer rounds with drift checks.

Updated Apr 18, 2026
One-click install
npx skills add https://github.com/THUFanZd/Sewed_pipeline --skill research-refine-thufanzd
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: research-refine
Source: https://github.com/THUFanZd/Sewed_pipeline/tree/main/.agents/skills/research-refine
Command: npx skills add https://github.com/THUFanZd/Sewed_pipeline --skill research-refine-thufanzd

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

The Skill helps practitioners freeze strategic problems, run iterative reviews with an external reviewer thread, and produce focused, executable strategy proposals while tracking changes round by round.

Core Features & Use Cases

  • Freeze and anchor a strategic problem with a clear bottom-line problem, bottlenecks, constraints, and success criteria.
  • Generate a minimal, focused initial strategy proposal (Initial Proposal) and constrain scope to avoid drift.
  • Run staged reviewer rounds (Round 1, Round 2+) with strict scoring across seven dimensions, drift checks, and action items.
  • Preserve the reviewer thread_id to enable multi-round evaluation.
  • Iterate until readiness criteria are met.

Quick Start

Freeze the Strategic Problem Anchor, then generate an Initial Proposal and start Round 1 reviewer evaluation.

Frequently Asked Questions about research-refine

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I turn a fuzzy strategy into a clear and actionable plan?

To turn a fuzzy strategy into an actionable plan, you first freeze the strategic problem by defining bottlenecks and success criteria. This anchors subsequent iterations, ensuring scope remains constrained and the final proposal stays evidence-based and testable.

What is the best way to avoid scope creep during strategy iteration?

The best way to avoid scope creep during strategy iteration is to apply a constrained refinement process across staged reviewer rounds. By running strict scoring and drift checks against an anchored problem, you prevent incremental changes from deviating from the core objectives.

How does an external reviewer evaluate a strategic proposal?

An external reviewer evaluates a strategic proposal by applying strict scoring across seven dimensions during staged rounds. The reviewer thread tracks changes round by round, checking for drift and generating action items until readiness criteria are met.

How do I anchor a strategic problem before generating a proposal?

To anchor a strategic problem, you codify its core bottlenecks, resource constraints, and success criteria into a frozen baseline. This anchor generates a minimal initial proposal and actively constrains scope to prevent drift during later refinement rounds.

When do I need to run staged review rounds for strategic planning?

You need to run staged review rounds for strategic planning when an initial proposal requires validation against feasibility and evidence standards. Iterating with a preserved reviewer thread ensures decisions are testable with a minimal validation set before finalizing.

Does iterative strategy refinement work without defining success criteria?

Iterative strategy refinement does not work effectively without defining success criteria. Establishing measurable criteria is required to anchor the problem, evaluate readiness across reviewer rounds, and ensure the final strategy remains testable and feasible.