abstract-structure
Remove domain surface details to expose transferable relational/mechanistic structure at a chosen abstraction level.
@yogsoth-aiInstall SkillAutomation
Skill
/crystallize-north-star
Compress the goal structure and intentionality into a specific, ambitious, achievable one-sentence research North Star.
Claude Code
$ npx -y skills add yogsoth-ai/de-anthropocentric-research-engine --skill crystallize-north-star --agent claude-code
Codex
$ npx skills add yogsoth-ai/de-anthropocentric-research-engine --skill crystallize-north-star -a codex -y
Cursor
$ npx skills add yogsoth-ai/de-anthropocentric-research-engine --skill crystallize-north-star -a cursor -y
Gemini CLI
$ npx skills add yogsoth-ai/de-anthropocentric-research-engine --skill crystallize-north-star -a gemini-cli -y
GitHub Copilot
$ npx skills add yogsoth-ai/de-anthropocentric-research-engine --skill crystallize-north-star -a github-copilot -y
OpenCode
$ npx skills add yogsoth-ai/de-anthropocentric-research-engine --skill crystallize-north-star -a opencode -y
Windsurf
$ npx skills add yogsoth-ai/de-anthropocentric-research-engine --skill crystallize-north-star -a windsurf -y
SKILL.md
crystallize-north-star.SKILL.mdname: crystallize-north-star
description: "Compress the goal structure and intentionality into a specific, ambitious, achievable one-sentence research North Star."
crystallize-north-star
Purpose
Compress a validated goal structure into one specific, ambitious, achievable research North Star.
Input contract
required: [goal_tree, constraints, intended_effect]
optional: [feasibility_annotations, actor_profile, evidence_context]
constraints: [the statement must preserve the declared outcome and limiting constraints]
Procedure
1. Identify the highest-value outcome and the mechanism or capability it should change. 2. Remove branch detail that does not distinguish the intended direction. 3. Draft one sentence with outcome, scope, and constraint boundaries. 4. Check traceability back to the goal tree and record unresolved tension.
Output contract
produces: [north_star_statement, research_brief, traceability_map, unresolved_tensions]
delta_fields: [findings, hypothesis_updates, decisions, uncertainties, open_questions]
Quality gates
- The statement is testable and scoped.
- Every essential term traces to a goal or constraint.
Failure and counterexamples
Do not turn a slogan into a North Star or omit constraints merely to make the sentence aspirational.
Provenance map
- `resolved: north-star-crystallization-crystallize-north-star`
Read more
name: crystallize-north-star description: "Compress the goal structure and intentionality into a specific, ambitious, achievable one-sentence research North Star."
crystallize-north-star
Purpose
Compress a validated goal structure into one specific, ambitious, achievable research North Star.
Input contract
required: [goal_tree, constraints, intended_effect] optional: [feasibility_annotations, actor_profile, evidence_context] constraints: [the statement must preserve the declared outcome and limiting constraints]
Procedure
1. Identify the highest-value outcome and the mechanism or capability it should change. 2. Remove branch detail that does not distinguish the intended direction. 3. Draft one sentence with outcome, scope, and constraint boundaries. 4. Check traceability back to the goal tree and record unresolved tension.
Output contract
produces: [north_star_statement, research_brief, traceability_map, unresolved_tensions] delta_fields: [findings, hypothesis_updates, decisions, uncertainties, open_questions]
Quality gates
- The statement is testable and scoped.
- Every essential term traces to a goal or constraint.
Failure and counterexamples
Do not turn a slogan into a North Star or omit constraints merely to make the sentence aspirational.
Provenance map
- `resolved: north-star-crystallization-crystallize-north-star`
Ships withde-anthropocentric-research-engine
A research skill graph for AI-native science. 271 markdown files. No runtime, no dependencies, no build step.
507200 skills
Stars on GitHub
Momentum
- stars in total
- 507
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Questions about crystallize-north-star.
- Which coding agents can use crystallize-north-star?
- crystallize-north-star installs in Claude Code, Codex, Cursor, Gemini CLI, GitHub Copilot, OpenCode and Windsurf with the skills CLI, using each agent's flag shown on this page. Flowy's auto-invocation, which fires a skill when your prompt matches, runs in Claude Code only.