validation — independently scanned and version-tracked by SaferSkills.
SaferSkills independently audited validation (Agent Skill) and scored it 100/100 (green). The audit ran 55 deterministic rules across Security, Supply Chain, Maintenance, Transparency, and Community; it found 0 high-severity and 0 lower-severity findings. The full rule-by-rule trace and per-finding evidence are below. Free, methodology-open.
Findings & checks · 0 flagged
Every scanned point with the score it earned and what moved between them.
First recorded scan — no prior version to compare against.
The primary manifest — the file an agent reads to learn what this artifact does.
Design rigorous experimental protocols to validate research hypotheses.
For each hypothesis, produce a complete protocol with:
| Field | Description |
|---|---|
| Design | Experimental design type (RCT, quasi-experimental, longitudinal, in silico, etc.) |
| Independent Variable (IV) | What is manipulated |
| Dependent Variable (DV) | What is measured |
| Controls | Variables held constant |
| Sample Size | N per condition + power analysis (α=0.05, β=0.80, effect size) |
| Timeline | Phase-by-phase schedule |
| Protocol | Step-by-step procedure |
| Expected Outcome | What would confirm vs. refute the hypothesis |
Always include a power analysis. Standard parameters:
Example: 30 simulations per condition (90 total, power analysis: α=0.05, β=0.80, η²=0.25)
# 🧫 Experiment Design
## Strategy Overview
[2–3 sentences: how the experiments collectively test the hypotheses]
## Proposed Experiments
### Experiment 1: [Design Type]
**Tests Hypothesis:** [Exact hypothesis being tested]
| Parameter | Detail |
|-----------|--------|
| **Design** | [Design type] |
| **Sample Size** | [N per condition with power analysis] |
| **Timeline** | [X months: phase breakdown] |
**Independent Variables:** [What is manipulated]
**Dependent Variables:** [What is measured]
**Control Variables:** [What is held constant]
**Protocol:**
1. [Step 1]
2. [Step 2]
...
**Expected Outcome:** [What confirms the hypothesis. What would refute it.]
---Before finalizing a protocol, consider:
~30 seconds. Free. No account. Every finding cites a rule and a line of evidence.