Skills/ClawHub/autonomous-deep-research

autonomous-deep-research@1.0.0

CAUTION· static only

Publisher claims: "自主深度研究（整合与进阶·元能力）。给定一个开放研究问题，agent 自主完成： 问题分解→多源检索(rag / web-fetch)→综合与交叉验证→反思覆盖度→迭代逼近答案。 对标一线大模型智能体的「深度研究」能力（如 Deep Research），且可离线/在线双模运行、 自带置信度校准与未解缺口标记。当需要对一个复杂、多侧面问题做有依据、可追溯、可迭代的研究时使用。" Observed in sandbox: static analysis only — behavior not yet observed.

Registry ClawHubPublisher qq435912743 · publishing for 88 daysInstalls 408Last detonated 12 h ago
What would fix thisWatchDispute verdict

Coverage

Static only; nothing was run yet.

The label rests on the code, the instruction files and the publisher. The honeypot run replaces this verdict when it completes.

Is [email protected] safe to install?

KillerSkills analysed it statically (a sandbox run is pending) on 2026-11-09 and scored it 69/100 (Caution). It is not known to be malicious, but it has behaviour or code a security policy should decide on before install. Summary: static analysis only — behavior not yet observed.

Behavior trace

Queued for honeypot run · static analysis only
t+CategoryObserved action

This version has not been detonated yet. The score above counts behavior as unknown (50/100), so it cannot read Verified until the honeypot run completes and replaces this verdict.

Static findings

MEDIUM
Python subprocess execution detectedscripts/research.py:46 · Python subprocess execution detectedr = subprocess.run([sys.executable, rag, "--index", idx_file, "--question", sub,Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
AST05
MEDIUM
Python subprocess execution detectedscripts/research.py:60 · Python subprocess execution detectedr = subprocess.run([sys.executable, wf, "--query", sub, "--out", tmp],Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
AST05

Cost to the agent

Instructions loaded
≈349 tok
1 file · 5 in bundle

Tokens estimated at four characters each. Skills load their instruction text when triggered; the figure is what that costs.

Known vulnerabilities

Vulnerability advisories (OSV) cover npm and PyPI packages; this registry has no advisory database.

What would make this Verified

11 points to 80 · weights: behavior 45%, static 25%, prompt 15%, publisher 15%
  1. Unclaimed publisher≈ +8 on the totalClaim qq435912743: a verified publisher gets +50 on publisher trust. It is free and usually instant with GitHub sign-in.
  2. Python subprocess execution detected≈ +2 on the totalBuild commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
Publish a new version to ClawHub, then queue it here. Not your skill? Claim the handle to get verdict changes by email.Claim qq435912743Propose a patch to the maintainer