abstract-structure
Remove domain surface details to expose transferable relational/mechanistic structure at a chosen abstraction level.
@yogsoth-aiInstall SkillAutomation
Skill
/execute-probe
Execute one test/attack and record outcome, evidence, and severity. Tool use is runtime-selected.
Claude Code
$ npx -y skills add yogsoth-ai/de-anthropocentric-research-engine --skill execute-probe --agent claude-code
Codex
$ npx skills add yogsoth-ai/de-anthropocentric-research-engine --skill execute-probe -a codex -y
Cursor
$ npx skills add yogsoth-ai/de-anthropocentric-research-engine --skill execute-probe -a cursor -y
Gemini CLI
$ npx skills add yogsoth-ai/de-anthropocentric-research-engine --skill execute-probe -a gemini-cli -y
GitHub Copilot
$ npx skills add yogsoth-ai/de-anthropocentric-research-engine --skill execute-probe -a github-copilot -y
OpenCode
$ npx skills add yogsoth-ai/de-anthropocentric-research-engine --skill execute-probe -a opencode -y
Windsurf
$ npx skills add yogsoth-ai/de-anthropocentric-research-engine --skill execute-probe -a windsurf -y
SKILL.md
execute-probe.SKILL.mdname: execute-probe description: "Execute one test/attack and record outcome, evidence, and severity. Tool use is runtime-selected."
execute-probe
Purpose
Execute one test or attack and record outcome, evidence, and severity.
Input contract
required: [probe_spec, target, success_and_failure_conditions] optional: [tool_context, severity_scale] constraints: [probe scope and interpretation rule must be fixed before execution]
Procedure
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.
Output contract
produces: [probe_record, observations, outcome, severity] delta_fields: [findings, evidence_updates, uncertainties, decisions]
Quality gates
- Preserve raw observation, execution context, and interpretation separately.
Failure and counterexamples
An unavailable tool or inconclusive observation is uncertainty, not a passing probe.
Provenance map
- resolved: probe-execution
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 execute-probe.
- Which coding agents can use execute-probe?
- execute-probe 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.