hypothesis — independently scanned and version-tracked by SaferSkills.
SaferSkills independently audited hypothesis (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.
Generate falsifiable, testable research hypotheses from the user's notes and research content.
# 🧪 Hypothesis Analysis
## Summary
[2–3 sentences describing the main themes and what the hypotheses cover]
## Generated Hypotheses
### 🔴 [Hypothesis Title] — HIGH confidence
**Hypothesis:** [Specific, falsifiable statement with measurable prediction]
**Rationale:** [Which sources/notes support this, with specific references]
**Testable:** Yes | **Confidence:** HIGH
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### 🟡 [Hypothesis Title] — MEDIUM confidence
...Input: Notes on predictive coding and synaptic plasticity
Good hypothesis:
"Precision-weighted prediction errors in the Rao and Ballard model are encoded through spike-timing-dependent plasticity (STDP) in the visual cortex, such that altering STDP timing windows disrupts receptive field formation."
Poor hypothesis:
"Synaptic plasticity is important for learning." ← not falsifiable, too vague
~30 seconds. Free. No account. Every finding cites a rule and a line of evidence.