Real Skill packageSource verifiedClawHub registry

Ars Deep Research

Universal deep research with 13-agent pipeline on Hermes Agent. 7 modes: full research, quick brief, paper review, lit-review, fact-check, Socratic guided re...

Identity and source

Publisher attributionAndy Renregistry owner unverified by skillvetai
Functional categorySearch, Research & Knowledgeautomatically inferred · 64% rule confidence
Package forminstruction bundle58 recorded files
Canonical sourceClawHub registryclawhub:andyrenxu7255:ars-deep-research
Open canonical source ↗

Platform declarations

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OpenClawnative officialProvenance: registry distribution

Independent structural checks

These checks parse the fixed package against dated platform rules. They do not execute the Skill or verify task behavior.

Claude Codepasses structure
Checker 0.1.0 · agent-skills-2026-08-13+claude-code-docs-2026-08-13 · 8/22/2026.claude/skills/deep-research

Runtime, accounts, dependencies, permissions, network behavior and task quality remain untested.

OpenAI Codexpasses structure
Checker 0.1.0 · agent-skills-2026-08-13+codex-docs-2026-08-13 · 8/22/2026.agents/skills/deep-research

Runtime, accounts, dependencies, permissions, network behavior and task quality remain untested.

OpenClawpasses structure
Checker 0.1.0 · agent-skills-2026-08-13+openclaw-docs-2026-08-13 · 8/22/2026skills/deep-research

Runtime, accounts, dependencies, permissions, network behavior and task quality remain untested.

Installation and inspection

This command is recorded from the source ecosystem and resolves the registry's latest release. The fixed release shown on this page should be inspected before adoption.

clawhub install @andyrenxu7255/ars-deep-research
clawhub inspect @andyrenxu7255/ars-deep-research --version 2.9.6

Security evidence

SkillVetAI static result: no findings detected

This automated, non-executing scan is bound to this release hash. It is not a safety certification and may contain false positives or false negatives.

Status
completed
Coverage
partial text content
Files
40 / 58 inspected as text
Checked
8/22/2026, 1:06:23 PM
Scanner
0.1.3
Policy
1.0.3
2 inferred permission indicators
  • network access — automatically inferred
  • filesystem write — automatically inferred
9 dependency and API indicators
  • api: api.semanticscholar.org
  • api: arxiv-sanity-lite.com
  • api: creativecommons.org
  • api: doi.org
  • api: github.com
  • api: json-schema.org
  • api: www.cos.io
  • api: www.equator-network.org
  • api: www.semanticscholar.org
External clawhub result: suspicious

This is registry-supplied evidence for the recorded release, not an independent SkillVetAI scan. Check the canonical source for the full report, scanner versions, scope, and current moderation state.

Evidence checked
5/29/2026, 9:40:26 PM
Release binding
Matches this record
  • vt: clean
  • skillspector: suspicious
  • llm: suspicious

Recorded files

The catalog stores hashes and an inventory summary for change detection. It does not republish the package contents.

Package content hashsha256:2bf3dd7de972a9c40c2a7fe26a65e1e6cb7dfc9e0549fa722f8aa55d39e95ae9
Show up to 30 recorded paths
  • _meta.json
  • agents/bibliography_agent.md
  • agents/devils_advocate_agent.md
  • agents/editor_in_chief_agent.md
  • agents/ethics_review_agent.md
  • agents/meta_analysis_agent.md
  • agents/monitoring_agent.md
  • agents/report_compiler_agent.md
  • agents/research_architect_agent.md
  • agents/research_question_agent.md
  • agents/risk_of_bias_agent.md
  • agents/socratic_mentor_agent.md
  • agents/source_verification_agent.md
  • agents/synthesis_agent.md
  • ATTRIBUTION.md
  • LICENSE
  • references/apa7_style_guide.md
  • references/argumentation_reasoning_framework.md
  • references/changelog.md
  • references/cross_agent_quality_definitions.md
  • references/equator_reporting_guidelines.md
  • references/ethics_checklist.md
  • references/failure_paths.md
  • references/interdisciplinary_bridges.md
  • references/irb_decision_tree.md
  • references/literature_monitoring_strategies.md
  • references/logical_fallacies.md
  • references/methodology_patterns.md
  • references/mode_selection_guide.md
  • references/preregistration_guide.md

Source changelog

## 2.9.6 — Moderation Re-trigger - Re-publish to trigger moderation review (skill was stuck with moderation: null) - Added ATTRIBUTION.md for license compliance - SKILL.md already contains correct CC BY-NC 4.0 license with full attribution to Cheng-I Wu