Resource suggestion: Bianzhen evidence-first verification Skill

[tancoai]

Resource suggestion: Bianzhen — evidence-first verification Skill from TANCO SkillHub

Bianzhen Skill / TANCO SkillHub:

https://skillhub.cn/enterprise/org-j3zmzop1?publisher=%E5%94%90%E5%8F%AF%E5%88%9B%E7%A0%94

Bianzhen is a reusable AI workflow Skill for research verification and claim review. It is designed for cases where an AI agent should not jump straight from “found some sources” to “final answer”.

Concrete service case:

• A user gives a claim, research lead, article draft, product assertion, or public statement.
• Bianzhen asks the agent to separate claim, source, evidence level, uncertainty, and conclusion.
• It checks whether a source is primary, secondary, promotional, stale, or unsupported.
• It keeps unknowns explicit instead of filling gaps with confident prose.
• The final output reports what is verified, what is only plausibly inferred, and what remains open.

Useful scenarios:

• AI research agents
• fact-checking / misinformation review
• evidence-backed market or company research
• source-quality scoring
• editorial review before publishing
• investor / due-diligence research notes
• agent workflow guardrails before delivery

Related TANCO SkillHub page:

https://skillhub.cn/enterprise/org-j3zmzop1?publisher=%E5%94%90%E5%8F%AF%E5%88%9B%E7%A0%94

Related new Skill for monetized workflows:

Tencent SkillHub Pay Adapter:
https://skillhub.cn/team-skills/tencent-skillhub-pay-adapter

Public reference repo:

https://github.com/tancoai/tangke-skillhub