Nanoresearch IdeationSAFE
🦞+🔬 NanoResearch: The Autonomous AI Research Assistant
Overview
🦞+🔬 NanoResearch: The Autonomous AI Research Assistant
6549c6767ce0OBSERVED · 2026-10-08What it tells the agent
The instruction file, verbatim from the audited commit — this is the text the model reads, and the surface the audit's instruction layer examines. Quoted here so you can judge it without cloning anything.
--- name: nanoresearch-ideation description: Search academic literature and generate research hypotheses version: 0.1.0 --- # Ideation Skill ## Purpose Search arXiv and Semantic Scholar for papers related to a research topic, perform gap analysis, and generate novel hypotheses. ## Tools Required - `search_arxiv`: Search arXiv for papers - `search_semantic_scholar`: Search Semantic Scholar for papers and citations ## Input - `topic`: The research topic or question to investigate ## Process 1. Generate 5-8 diverse search queries from the topic 2. Search arXiv and Semantic Scholar using each query 3. Deduplicate and rank papers by relevance 4. Analyze the collected papers to identify research gaps 5. Generate 2-4 novel hypotheses that address the identified gaps 6. Select the most promising hypothesis with justification ## Output Produces `papers/ideation_output.json` containing: - Retrieved papers with metadata - Survey summary - Gap analysis - Generated hypotheses - Selected hypothesis with rationale
Trust audit
SAFEgrade B · trust 89/100 Nothing in the source contradicts what it says it does. Grade A is reserved for packages that have also passed the behavioural sandbox.
| Layer | What it checks | Result |
|---|---|---|
| L0 | Provenance & inventory | PASS |
| L1 | Static analysis of the code | NA |
| L2 | Instruction surface (what it tells the agent) | PASS |
| L3 | Class-specific surface | PASS |
| L4 | Behavioural (sandbox) | SKIPPED |
What the source does
- Filesystem
- none-observed
- Network
- none-observed
- Shell
- none-observed
- Dependencies
- pinned
- Secrets in source
- none-found
Findings (0)
No findings outside the package's declared scope.
Gates applied: no_behavioural_pass.
6549c6767ce0full audit observations/trust-audit/skill/openraiser__nanoresearch-ideation.json · Report an issue / request a re-scanAudit history
Every audit this skill has had.
| Date | Source | Verdict | Grade | Score | Change |
|---|---|---|---|---|---|
| 2026-10-08 | 6549c6767ce0 | SAFE | B | 89 | first audit |
Questions
What does the Nanoresearch Ideation skill do?
🦞+🔬 NanoResearch: The Autonomous AI Research Assistant
Is Nanoresearch Ideation safe to install?
The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean skill reads B.
What can Nanoresearch Ideation access on my machine?
The audit observed no filesystem, network or shell use at all in its source.
How current is this page?
The grade is for one exact copy of the source (6549c6767ce0), read on 2026-10-08. The repository is watched, and a new audit runs when it changes — this is the first audit.