Skip to content
Back to skills

North Star Crystallization

ASecurity

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.

  • 417 stars
  • 0 votes
  • 0 copies
  • 3 views
  • Added May 27, 2026
researchgoapi

Works with

  • api

Security analysis

A100/100

Scanned May 27, 2026

npx -y skills add yogsoth-ai/de-anthropocentric-research-engine --skill north-star-crystallization --agent claude-code

Installs into .claude/skills of the current project.

Are you the author of North Star Crystallization?

Add the live security badge to your README. It updates with every re-scan.

Security grade badge for North Star Crystallization
[![Security: A — Skills Directory](https://www.skillsdirectory.com/api/skills/yogsoth-ai-north-star-crystallization/badge)](https://www.skillsdirectory.com/skills/yogsoth-ai-north-star-crystallization)

More formats (shields.io, HTML) on the badges page. Keep it an A: scan every change in CI with Pro.

Download with Pro
SKILL.md
---
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

Attribution

Is this your skill, or is something wrong with this listing? Request removal or report an issue. Author removals are honored within 72 hours.

Comments

Loading comments…

Newsletter

Get the weekly list of safe new skills, and the ones we pulled.