adjudicate-exchange
Evaluate competing arguments against stated criteria and produce a reasoned verdict with uncertainty.
@yogsoth-aiInstall SkillAutomation
Skill
/abstract-structure
Remove domain surface details to expose transferable relational/mechanistic structure at a chosen abstraction level.
Claude Code
$ npx -y skills add yogsoth-ai/de-anthropocentric-research-engine --skill abstract-structure --agent claude-code
Codex
$ npx skills add yogsoth-ai/de-anthropocentric-research-engine --skill abstract-structure -a codex -y
Cursor
$ npx skills add yogsoth-ai/de-anthropocentric-research-engine --skill abstract-structure -a cursor -y
Gemini CLI
$ npx skills add yogsoth-ai/de-anthropocentric-research-engine --skill abstract-structure -a gemini-cli -y
GitHub Copilot
$ npx skills add yogsoth-ai/de-anthropocentric-research-engine --skill abstract-structure -a github-copilot -y
OpenCode
$ npx skills add yogsoth-ai/de-anthropocentric-research-engine --skill abstract-structure -a opencode -y
Windsurf
$ npx skills add yogsoth-ai/de-anthropocentric-research-engine --skill abstract-structure -a windsurf -y
SKILL.md
abstract-structure.SKILL.mdname: abstract-structure description: "Remove domain surface details to expose transferable relational/mechanistic structure at a chosen abstraction level."
abstract-structure
Purpose
Strip domain surface detail and retain transferable relations or mechanisms at a declared abstraction level.
Input contract
required: [source_case, abstraction_level] optional: [relation_schema, invariants] constraints: [preserve causal or functional roles while removing incidental labels]
Procedure
1. List entities, actions, constraints, and outcomes in the source case. 2. Replace domain labels with role and relation types at the requested level. 3. Record invariants and details intentionally discarded.
Output contract
produces: [abstract_structure, retained_invariants, discarded_details] delta_fields: [findings, hypothesis_updates, uncertainties]
Quality gates
- The abstraction level is named; every retained relation has source support; no causal relation is introduced by analogy.
Failure and counterexamples
Return an abstraction gap when role mapping is ambiguous or when removing a detail changes the mechanism.
Provenance map
- `creative-ideation/abstraction-extraction`: resolved.
- `creative-ideation/abstraction-ladder`: resolved.
- `creative-ideation/generic-space-extraction`: resolved.
Ships withde-anthropocentric-research-engine
A research skill graph for AI-native science. 271 markdown files. No runtime, no dependencies, no build step.
512200 skills
Stars on GitHub
Momentum
- stars in total
- 512
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Questions about abstract-structure.
- Which coding agents can use abstract-structure?
- abstract-structure 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.