Real Skill packageSource verifiedClawHub registry

voice2need

Research a specific group's needs from community discussions. Collect authorized sources, read complete conversations, distinguish wishes from behavior, and produce traceable findings, counterexamples, and product tests.

Identity and source

Publisher attributionKunhairegistry owner unverified by skillvetai
Functional categorySearch, Research & Knowledgeautomatically inferred · 64% rule confidence
Package forminstruction with code26 recorded files
Canonical sourceClawHub registryclawhub:kunhai1994:voice2need
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 · 9/15/2026.claude/skills/voice2need

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 · 9/15/2026.agents/skills/voice2need

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 · 9/15/2026skills/voice2need

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 @kunhai1994/voice2need
clawhub inspect @kunhai1994/voice2need --version 0.1.0

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
26 / 26 inspected as text
Checked
9/15/2026, 5:09:15 PM
Scanner
0.1.3
Policy
1.0.3
5 inferred permission indicators
  • shell execution — automatically inferred
  • network access — automatically inferred
  • filesystem read — automatically inferred
  • filesystem write — automatically inferred
  • credential access — automatically inferred
14 dependency and API indicators
  • api: api.apify.com
  • api: api.x.com
  • api: apify.com
  • api: clawhub.ai
  • api: developers.google.com
  • api: discord.com
  • api: docs.apify.com
  • api: docs.x.com
  • api: example.invalid
  • api: github.com
  • api: www.googleapis.com
  • api: www.reddit.com
  • api: www.youtube.com
  • api: x.com
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
9/15/2026, 8:36:59 AM
Release binding
Matches this record
  • 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 hashsha256:22cdc09698d242dea13a537e5d7fc84af75c894db693ce384337b42bd34656d5
Show up to 26 recorded paths
  • assets/demo/bicycle-repair/config.json
  • assets/demo/bicycle-repair/findings.json
  • assets/demo/bicycle-repair/records.json
  • assets/demo/podcast-production/config.json
  • assets/demo/podcast-production/findings.json
  • assets/demo/podcast-production/records.json
  • references/findings-format.md
  • references/operations.md
  • references/research-method.md
  • references/semantic-evaluation.md
  • references/sources.md
  • scripts/v2n.py
  • scripts/voice2need/__init__.py
  • scripts/voice2need/__main__.py
  • scripts/voice2need/adapters/__init__.py
  • scripts/voice2need/adapters/apify.py
  • scripts/voice2need/adapters/discord.py
  • scripts/voice2need/adapters/reddit.py
  • scripts/voice2need/adapters/x.py
  • scripts/voice2need/adapters/youtube.py
  • scripts/voice2need/analysis.py
  • scripts/voice2need/cli.py
  • scripts/voice2need/records.py
  • scripts/voice2need/runtime.py
  • skill-card.md
  • SKILL.md

Source changelog

- Initial release of the voice2need skill. - Researches group needs from community discussions, using only authorized sources and full conversation context. - Distinguishes between wishes, behavior, suggestions, and actions; all findings are traceable to exact sources. - Bundled offline demo for safe demonstration; not representative of real communities. - Outputs evidence-backed findings, counterexamples, fourteen research answers, and collection coverage details. - No setup required from users beyond describing their field and research question.