# Deep Research

> Deep Research is a community-maintained skill from samber. Anomity scores its risk at 40 out of 100 (medium).

- **Canonical URL:** https://catalog.anomity.ai/skill/deep-research
- **Kind:** Skill
- **Publisher:** samber
- **Trust level:** community
- **Risk score:** 40/100 (medium)
- **Website:** https://github.com/samber
- **Last updated:** 2026-09-02
- **JSON:** https://catalog.anomity.ai/api/entries/skill/deep-research

## Description

Conducts parallel web searches with multi-source validation and produces a cited report, deliberately cross-checking claims across sources rather than summarising the first result.

Outbound network access is its only declared capability. Multi-source validation is a real defence against both hallucination and retrieval-borne prompt injection — a claim that appears in one adversarial page and nowhere else fails corroboration. It is not a complete defence, since sources can agree by copying each other, but requiring citations at least makes the failure inspectable.

## Why it scored 40

The score starts at the catalog's neutral base of 50 and moves only through the signals below. The formula is published at https://catalog.anomity.ai/about — there is no model and no hidden heuristic.

| Signal | Contribution | Severity | Evidence |
| --- | --- | --- | --- |
| Established community project | -10 | trust offset |  |

Clamped result: **40/100**, band **medium**.

## Capabilities

| Capability | Name | Security implication |
| --- | --- | --- |
| `network:outbound` | Outbound network | Can make outbound network requests. Required for hosted model providers and remote APIs; also the path for data exfiltration if combined with read access. |

## Related skills

- [AI Research Reproduction](https://catalog.anomity.ai/skill/ai-research-reproduction) — risk 100 (critical)
- [Browser Act](https://catalog.anomity.ai/skill/browser-act) — risk 95 (critical)
- [Anti-Detect Browser](https://catalog.anomity.ai/skill/anti-detect-browser) — risk 70 (high)
- [Azure Deploy](https://catalog.anomity.ai/skill/azure-deploy) — risk 45 (medium)
- [Azure Diagnostics](https://catalog.anomity.ai/skill/azure-diagnostics) — risk 45 (medium)
- [AI SEO](https://catalog.anomity.ai/skill/ai-seo) — risk 40 (medium)

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Source: Anomity Catalog (https://catalog.anomity.ai/). Scoring methodology: https://catalog.anomity.ai/about. Machine-readable index: https://catalog.anomity.ai/llms.txt · https://catalog.anomity.ai/openapi.json