Goal-Driven Requirement Refinement Engine for Research. Crystallize a user's fuzzy research intent into a North Star statement and structured ResearchBrief through adaptive dialogue and on-demand investigation.
Scanned 5/27/2026
Install via CLI
openskills install yogsoth-ai/de-anthropocentric-research-engine---
name: north-star-crystallization
description: Goal-Driven Requirement Refinement Engine for Research. Crystallize a user's fuzzy research intent into a North Star statement and structured ResearchBrief through adaptive dialogue and on-demand investigation.
execution: campaign
used-by: knowledge-acquisition (pre-condition)
---
# North Star Crystallization
## Strategy Routing
| Signal | Route to |
|--------|----------|
| No direction at all ("I want to publish but don't know what") | cold-start |
| Has a general direction but not specific ("I'm interested in LLM reasoning") | warm-start |
| Has a specific topic/problem ("I want to improve CoT faithfulness") | hot-start |
## Manifest
### Strategies (3)
| Strategy | Purpose |
|----------|---------|
| cold-start | Full crystallization from zero — actor profiling through synthesis |
| warm-start | Simplified flow for users with a general direction |
| hot-start | Rapid crystallization for users with a specific topic |
### Tactics (6)
| Tactic | Purpose |
|--------|---------|
| actor-profiling | Understand user's background, expertise, resources |
| landscape-reconnaissance | Broad survey of potential research areas |
| direction-narrowing | Focus from broad area to specific problem |
| obstacle-analysis | Identify and assess obstacles to research goals |
| goal-decomposition | Break down research goals into sub-goals |
| north-star-synthesis | Converge into North Star + ResearchBrief |
### SOPs (23)
Dialogue + investigation operations. See individual SOP directories for details.
## Context Management
- Output: North Star Statement + ResearchBrief
- Downstream: knowledge-acquisition campaigns consume the ResearchBrief
No comments yet. Be the first to comment!
This skill provides comprehensive analysis of competitor SEO and GEO strategies, revealing what's working in your market and identifying opportunities to outperform the competition.