execute-probe
SkillDev toolsLets your agent run a single security test or attack and record its outcome, evidence, and severity.
Available today. Use it from your connected AI after setup.
No other account needed.
Add ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.
Then ask your AI: use the execute-probe skill
About this skill
Execute one test/attack and record outcome, evidence, and severity. Tool use is runtime-selected.
What this skill tells your AI
The instructions your AI receives, as published by yogsoth-ai/de-anthropocentric-research-engine in skills/execute-probe/SKILL.md and read by ahel’s review.
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
- Verify target and probe conditions.
- Run the probe and capture observations.
- 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
Signals
- GitHub stars
- 501
- Forks
- 41
- Last commit
- Sep 2026
Advanced
- Catalog kind
- skill
- Key
execute-probe- Source
- github.com/yogsoth-ai/de-anthropocentric-research-engine