Agent skill · Audited from source
Nanobot
skill · mnemon-dev/mnemonApache-2.0 licenceAudited 18 Oct 2026 · source 433c8a4f0e88
Is it safe? Yes — SAFE, grade B (89/100). We read this skill's source at commit 433c8a4f0e88 and found no filesystem, network or shell access and no hard-coded secrets. What it does: LLM-supervised persistent memory for AI agents — graph-based recall, cross-session knowledge, single binary. Works with DeepSeek Harness, Claude Code, OpenClaw, and any agent runtime.
Cite
Cite this page
ModelsAtlas. “Nanobot (mnemon-dev/mnemon)”. Retrieved 18 Oct 2026. https://modelsatlas.com/skills/mnemon-dev/nanobot
Trust audit
Audit 0.4.1 · source read 18 Oct 2026
SAFE means nothing in the source contradicts what the skill says it does. Grade B is shared by 16,667 of 17,602 audited skills.
What the source does
- FilesystemNone observedNo reads or writes in the source
- NetworkNone observedNo outbound calls in the source
- ShellNone observedNo commands run in the source
- DependenciesPinnedNothing floats
- SecretsNone foundNo keys in source
Five audit layers
| Layer | What we check | Result | Findings |
|---|---|---|---|
L0 Provenance | Repo owner, licence, archive status, activity | PASS | 0 |
L1 Static source | Secrets, path traversal, supply chain, hidden code | NA | 0 |
L2 Instructions | Prompt injection, authority framing, hidden directives | PASS | 0 |
L3 Inventory | The files and declarations match the source | WARN | 1 |
L4 Sandbox | Run in isolation and watch behaviour | SKIPPED why | 0 |
Gates applied: no behavioural pass.
Findings (1)
MEDIUMInventory / provenanceskill.no_skill_md
- Why
- no SKILL.md at the audited path
- Fix
- a skill without its instruction file cannot be reviewed as one
Audit 0.4.1 · source sha 433c8a4f0e88 · 18 Oct 2026Report an issue or request a re-scan
Provenance
Who published it, and what the verdict is pinned to
- Publishermnemon-dev GitHub organizationOwner of the repository this skill is read from
- Source foldermnemon-dev/mnemon/internal/setup/assets/nanobotThe exact folder we audited
- LicenceApache-2.0As the repository states it
- Commit pinned for this verdict433c8a4f0e88A new audit runs when the source changes
- Repository statusNot archivedPushed today
- Sandboxed runNot runSkills are read, not executed; layer L4 is skipped
What it tells the agent
Full source on GitHub ↗We did not capture a SKILL.md for this skill, so there is no instruction text to quote here.
Install
Pinned to the audited commit 433c8a4
git clone https://github.com/mnemon-dev/mnemon git -C mnemon checkout 433c8a4f0e88
The author documents no install command, so this uses the repository directly. Our verdict covers commit 433c8a4f0e88 only.
Works in
The author has not said which agents this skill supports, and we have not tested it in any.
Audit history
Every audit, every source change
- ✓SAFE B 89 / 100
first audit · source
433c8a4f0e88
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Questions about Nanobot
What does the Nanobot skill do?
Is Nanobot safe to install?
What can Nanobot access on my machine?
How current is this page?
Sources
- github.com/mnemon-dev/mnemon/tree/master/internal/setup/assets/n — the audited source at commit 433c8a4f0e88 and every finding aboveObserved · 18 Oct 2026
Spotted something wrong? Report a correction · Methodology
Keep going in your AI
Opens with this page as the source. We add nothing else to the prompt.
- What does the Nanobot skill do?
- Is Nanobot safe to install?
- What can Nanobot access on my machine?