abstract-structure
Remove domain surface details to expose transferable relational/mechanistic structure at a chosen abstraction level.
Extract the causal strategy/mechanism by which a biological analog achieves its function, including boundary conditions and trade-offs.
Claude Code
$ npx -y skills add yogsoth-ai/de-anthropocentric-research-engine --skill extract-biological-strategy --agent claude-code
Codex
$ npx skills add yogsoth-ai/de-anthropocentric-research-engine --skill extract-biological-strategy -a codex -y
Cursor
$ npx skills add yogsoth-ai/de-anthropocentric-research-engine --skill extract-biological-strategy -a cursor -y
Gemini CLI
$ npx skills add yogsoth-ai/de-anthropocentric-research-engine --skill extract-biological-strategy -a gemini-cli -y
GitHub Copilot
$ npx skills add yogsoth-ai/de-anthropocentric-research-engine --skill extract-biological-strategy -a github-copilot -y
OpenCode
$ npx skills add yogsoth-ai/de-anthropocentric-research-engine --skill extract-biological-strategy -a opencode -y
Windsurf
$ npx skills add yogsoth-ai/de-anthropocentric-research-engine --skill extract-biological-strategy -a windsurf -y
name: extract-biological-strategy description: "Extract the causal strategy/mechanism by which a biological analog achieves its function, including boundary conditions and trade-offs."
Extract the causal mechanism, boundary conditions, and trade-offs by which a biological analog achieves its function.
required: [biological_analog, function_evidence] optional: [mechanism_literature, environmental_conditions, tradeoffs] constraints: [strategy claims must distinguish mechanism from observed outcome]
1. Trace the analog's structures, processes, and feedback that produce the function. 2. State boundary conditions, resources, and failure modes. 3. Separate transferable principles from organism-specific implementation details.
produces: [biological_mechanism, boundary_conditions, tradeoff_register, transferable_principles] delta_fields: [findings, evidence_updates, hypothesis_updates, uncertainties]
Reject metaphorical descriptions without mechanism or principles that omit resource and trade-off constraints.
A research skill graph for AI-native science. 271 markdown files. No runtime, no dependencies, no build step.
Remove domain surface details to expose transferable relational/mechanistic structure at a chosen abstraction level.
Evaluate competing arguments against stated criteria and produce a reasoned verdict with uncertainty.
Move a scientific object up/down in abstraction or narrow/broaden selected scope dimensions (population, mechanism, context,…
Run structured attack/defense/adjudication over a claim, candidate, criterion set, or current winner. Perspective, target,…
Aggregate criterion or comparison results into an ordered recommendation under an explicit rule.
Abstract relational structure from source domains, map it to the target, validate depth, and instantiate transferable mechanisms.
Direct browser control via CDP for web interaction: automation, scraping, testing, screenshots, and site/app work. Also covers…
Browser automation CLI for AI agents. Use when the user needs to interact with websites, including navigating pages, filling…