abstract-structure
Remove domain surface details to expose transferable relational/mechanistic structure at a chosen abstraction level.
Execute one test/attack and record outcome, evidence, and severity. Tool use is runtime-selected.
$ npx -y skills add yogsoth-ai/de-anthropocentric-research-engine --skill execute-probe --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/execute-probeContext preview
The summary Claude sees to decide when to auto-load this skill.
Execute one test/attack and record outcome, evidence, and severity. Tool use is runtime-selected.
name: execute-probe description: "Execute one test/attack and record outcome, evidence, and severity. Tool use is runtime-selected."
Execute one test or attack and record outcome, evidence, and severity.
required: [probe_spec, target, success_and_failure_conditions] optional: [tool_context, severity_scale] constraints: [probe scope and interpretation rule must be fixed before execution]
1. Verify target and probe conditions. 2. Run the probe and capture observations. 3. Classify outcome against the predeclared conditions.
If probe observations and protocol deviations are recorded, consider `classify-falsification-verdict` as the next tactic.
produces: [probe_record, observations, outcome, severity] delta_fields: [findings, evidence_updates, uncertainties, decisions]
An unavailable tool or inconclusive observation is uncertainty, not a passing probe.
The complete research orchestration system for AI-native science. What It Does Design Philosophy Architecture (v3.2.2) Quick Start Configuration Roadmap License DARE is not a tool that helps you do research. It is the researcher.
Repo: yogsoth-ai/de-anthropocentric-research-engine
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, outcome, timeframe, system…
Run structured attack/defense/adjudication over a claim, candidate, criterion set, or current winner. Perspective, target, escalation depth,…
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.