Real Skill packageSource verifiedClawHub registry

ai-opportunity-discovery

Interviews a business owner or manager about their workflows, tools, and pain points, then delivers an evidence-based AI opportunity assessment — prioritized AI use cases, complexity and data-readiness scoring, risks, a build-vs-buy recommendation, and a phased roadmap. Explicitly and honestly flags when plain automation or off-the-shelf software beats AI. Use when a user asks "where can AI help my business", wants an AI opportunity assessment, AI readiness audit, or automation audit, is deciding whether to automa…

Identity and source

Publisher attributionArbaz Asifregistry owner unverified by skillvetai
Functional categoryData, Spreadsheets & Analyticsautomatically inferred · 54% rule confidence
Package forminstruction bundle6 recorded files
Canonical sourceClawHub registryclawhub:arbazex:ai-opportunity-discovery
Open canonical source ↗

Platform declarations

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OpenClawnative officialProvenance: registry distribution

Independent structural checks

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Claude Codepasses structure
Checker 0.1.0 · agent-skills-2026-08-13+claude-code-docs-2026-08-13 · 8/31/2026.claude/skills/ai-opportunity-discovery

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 · 8/31/2026.agents/skills/ai-opportunity-discovery

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 · 8/31/2026skills/ai-opportunity-discovery

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

Installation and inspection

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clawhub install @arbazex/ai-opportunity-discovery
clawhub inspect @arbazex/ai-opportunity-discovery --version 0.1.0

Security evidence

SkillVetAI static result: no findings detected

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Status
completed
Coverage
full text content
Files
5 / 6 inspected as text
Checked
8/31/2026, 5:39:44 AM
Scanner
0.1.3
Policy
1.0.3
2 inferred permission indicators
  • network access — automatically inferred
  • filesystem write — automatically inferred
3 dependency and API indicators
  • api: agentskills.io
  • api: clawhub.ai
  • api: github.com
External clawhub result: clean

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Evidence checked
8/30/2026, 6:17:29 PM
Release binding
Matches this record
  • vt: clean
  • skillspector: clean
  • llm: clean

Recorded files

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Package content hashsha256:17f24146fc474c9f32287ee90286214b7a2dd8a5c25f135f89188c4761e80ee4
Show up to 6 recorded paths
  • README.md
  • reference
  • reference/framework-sources.md
  • reference/scoring-rubric.md
  • skill-card.md
  • SKILL.md

Source changelog

- Initial release of ai-opportunity-discovery: an AI business consultant skill for assessing where AI can (and cannot) help a business. - Follows a structured, interview-based process before recommending any AI or automation solution. - Delivers a written opportunity assessment, including prioritized use cases, feasibility and impact scoring, risks, build-vs-buy guidance, and a phased roadmap. - Explicitly flags when traditional automation or off-the-shelf software is a better fit than AI. - Designed for business owners and decision-makers seeking practical, evidence-based AI opportunity discovery.