abstract-structure
Remove domain surface details to expose transferable relational/mechanistic structure at a chosen abstraction level.
@yogsoth-aiInstall SkillAutomation
Skill
/instantiate-transfer
Turn an abstract transferred principle into a concrete target-domain design/mechanism.
Claude Code
$ npx -y skills add yogsoth-ai/de-anthropocentric-research-engine --skill instantiate-transfer --agent claude-code
Codex
$ npx skills add yogsoth-ai/de-anthropocentric-research-engine --skill instantiate-transfer -a codex -y
Cursor
$ npx skills add yogsoth-ai/de-anthropocentric-research-engine --skill instantiate-transfer -a cursor -y
Gemini CLI
$ npx skills add yogsoth-ai/de-anthropocentric-research-engine --skill instantiate-transfer -a gemini-cli -y
GitHub Copilot
$ npx skills add yogsoth-ai/de-anthropocentric-research-engine --skill instantiate-transfer -a github-copilot -y
OpenCode
$ npx skills add yogsoth-ai/de-anthropocentric-research-engine --skill instantiate-transfer -a opencode -y
Windsurf
$ npx skills add yogsoth-ai/de-anthropocentric-research-engine --skill instantiate-transfer -a windsurf -y
SKILL.md
instantiate-transfer.SKILL.mdname: instantiate-transfer description: "Turn an abstract transferred principle into a concrete target-domain design/mechanism."
instantiate-transfer
Purpose
Turn an abstract transferred principle into a concrete target-domain design or mechanism.
Input contract
required: [abstract_principle, target_domain, target_constraints] optional: [source_mapping, implementation_components] constraints: [retain the source principle's causal role while adapting implementation]
Procedure
1. Map each abstract relation to a target component or operation. 2. Specify the concrete mechanism, interfaces, and operating conditions. 3. Check whether the instantiated design preserves the intended function.
Output contract
produces: [target_mechanism, component_mapping, operating_conditions] delta_fields: [findings, hypothesis_updates, uncertainties, decisions]
Quality gates
- Every target element has a source-principle trace and a constraint check.
Failure and counterexamples
Reject literal copying that violates target conditions or omits the mechanism being transferred.
Provenance map
- `creative-ideation/abstraction-to-design`: resolved.
- `creative-ideation/emulation-generation`: resolved.
- `creative-ideation/springboard-launch`: 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 instantiate-transfer.
- Which coding agents can use instantiate-transfer?
- instantiate-transfer 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.