Atlas / Skills / hkuds / Clawhub

ClawhubSAFE

skills/hkuds/clawhub

Ultra-lightweight, open-source, self-hosted personal AI agent framework in Python with WebUI, tools, memory, MCP, multi-agent workflows, automation, and chat apps

Verdict
SAFE
Grade
B
Trust score
89 /100
Version
—
Hosts
—
License
MIT
Stars
48,649
01

Overview

Ultra-lightweight, open-source, self-hosted personal AI agent framework in Python with WebUI, tools, memory, MCP, multi-agent workflows, automation, and chat apps

Read from source at commit 59e883b22cc8OBSERVED · 2026-09-29
02

What 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: clawhub
description: Search and install agent skills from ClawHub, the public skill registry.
homepage: https://clawhub.ai
metadata: {"nanobot":{"emoji":"🦞"}}
---

# ClawHub

Public skill registry for AI agents. Search by natural language (vector search).

## When to use

Use this skill when the user asks any of:
- "find a skill for ..."
- "search for skills"
- "install a skill"
- "what skills are available?"
- "update my skills"

## Search

```bash
npx --yes clawhub@latest search "web scraping" --limit 5
```

## Install

```bash
npx --yes clawhub@latest install <slug> --workdir ~/.nanobot/workspace
```

Replace `<slug>` with the skill name from search results. This places the skill into `~/.nanobot/workspace/skills/`, where nanobot loads workspace skills from. Always include `--workdir`.

## Update

```bash
npx --yes clawhub@latest update --all --workdir ~/.nanobot/workspace
```

## List installed

```bash
npx --yes clawhub@latest list --workdir ~/.nanobot/workspace
```

## Notes

- Requires Node.js (`npx` comes with it).
- No API key needed for search and install.
- Login (`npx --yes clawhub@latest login`) is only required for publishing.
- `--workdir ~/.nanobot/workspace` is critical — without it, skills install to the current directory instead of the nanobot workspace.
- After install, remind the user to start a new session to load the skill.
03

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.

LayerWhat it checksResult
L0Provenance & inventoryPASS
L1Static analysis of the codeNA
L2Instruction surface (what it tells the agent)PASS
L3Class-specific surfacePASS
L4Behavioural (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.

Audited 2026-09-29 · audit v0.4.1 · source sha 59e883b22cc8full audit observations/trust-audit/skill/hkuds__clawhub.json · Report an issue / request a re-scan
04

Audit history

Every audit this skill has had.

DateSourceVerdictGradeScoreChange
2026-09-2959e883b22cc8SAFEB89first audit
05

Questions

What does the Clawhub skill do?

Ultra-lightweight, open-source, self-hosted personal AI agent framework in Python with WebUI, tools, memory, MCP, multi-agent workflows, automation, and chat apps

Is Clawhub 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 Clawhub 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 (59e883b22cc8), read on 2026-09-29. The repository is watched, and a new audit runs when it changes — this is the first audit.

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