Real Skill packageSource verifiedClawHub registry

research-gap-finder

Find genuine research gaps in a topic and output a ranked, citation-backed gap report with a candidate research question per gap. Uses a stdlib-only CLI over key-free scholarly APIs (OpenAlex, Semantic Scholar, Crossref, Europe PMC, PubMed, arXiv) plus a guided human-in-the-loop layer (Litmaps, ResearchRabbit, Connected Papers, Elicit, SciSpace, Consensus, Scite, Inciteful, Dimensions). Grounded in gap frameworks (PICO/PICOS, six-type taxonomy, five-dimension importance rubric, AHRQ, Robinson, Arksey-O'Malley) wit…

Identity and source

Publisher attributionorionshaowswmwregistry owner unverified by skillvetai
Functional categorySearch, Research & Knowledgeautomatically inferred · 80% rule confidence
Package forminstruction with code9 recorded files
Canonical sourceClawHub registryclawhub:orionshaowswmw:research-gap-finder
Open canonical source ↗

Platform declarations

These states come from the source or distribution context. None of the entries below are SkillVetAI compatibility test results.

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 · 8/25/2026.claude/skills/research-gap-finder

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 · 8/25/2026.agents/skills/research-gap-finder

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 · 8/25/2026skills/research-gap-finder

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 @orionshaowswmw/research-gap-finder
clawhub inspect @orionshaowswmw/research-gap-finder --version 2.0.2

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
full text content
Files
8 / 9 inspected as text
Checked
8/25/2026, 1:54:37 AM
Scanner
0.1.3
Policy
1.0.3
4 inferred permission indicators
  • shell execution — automatically inferred
  • network access — automatically inferred
  • filesystem read — automatically inferred
  • filesystem write — automatically inferred
13 dependency and API indicators
  • api: api.crossref.org
  • api: api.openalex.org
  • api: arxiv.org
  • api: clawhub.ai
  • api: doi.org
  • api: europepmc.org
  • api: eutils.ncbi.nlm.nih.gov
  • api: example
  • api: export.arxiv.org
  • api: pubmed.ncbi.nlm.nih.gov
  • api: www.ebi.ac.uk
  • api: www.ncbi.nlm.nih.gov
  • api: www.w3.org
External clawhub result: clean

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
8/24/2026, 8:59:01 PM
Release binding
Matches this record
  • vt: clean
  • skillspector: clean
  • llm: clean

Recorded files

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

Package content hashsha256:7193a62c0ff88d664534599c21108bc4ed5f0838cdfe09f51cee240a9807343d
Show up to 9 recorded paths
  • _meta.json
  • CHECKSUMS.sha256
  • README.md
  • resources.md
  • scripts/research_gap_cli.py
  • scripts/verify_integrity.py
  • skill-card.md
  • SKILL.md
  • tests/test_cli.py

Source changelog

v2.0.2: token-efficiency optimization of SKILL.md (-43% per-execution tokens) with no quality/content loss; framework & tool names preserved.

Release security diff

highCompared fixed releases 1.0.0 and 2.0.2; 0 finding and 2 permission indicators were added.

Both fixed releases were scanned under the current scanner and policy, so finding, permission and dependency changes are available.

Permission escalation detected
Change reasons and limitations
  • new sensitive permission
  • permission surface changed
  • dependency surface changed
  • file surface changed
  • content hash changed

Observed release history

These older immutable releases were observed by prior successful syncs. They remain recorded when a newer release becomes current.

1.0.08/19/2026sha256:bf4cba9cedbcfe8da78efe12d10bf27f19d278389d038c21b9583adc637aab8c