Resource suggestion: TANCO Skills for LLMOps guardrails, signal review, and verification

[tancoai]

Resource suggestion: TANCO Skills for AI governance, guardrails, and evidence-led workflows

TANCO SkillHub:

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

This is a resource suggestion for Responsible AI / AI governance / AI risk-management collections. TANCO SkillHub publishes reusable workflow Skills for AI agents, focused on concrete service cases rather than generic prompts.

Huqiang — guardrail Skill

Concrete service case:

• A workflow has account scope, permission limits, approval gates, platform restrictions, payment limits, or delivery criteria.
• Huqiang keeps those boundaries visible during execution.
• It helps prevent scope drift, unsafe shortcuts, unverified external actions, and confusing “attempted” with “completed”.
• Useful for agent governance, human-in-the-loop checks, marketplace operations, and production workflow boundaries.

Bianzhen — evidence-led verification Skill

Concrete service case:

• A user asks for a research conclusion, due diligence, claim verification, or source-quality check.
• Bianzhen separates primary evidence, secondary evidence, unsupported claims, uncertainty, and open gaps.
• It avoids presenting leadership statements, marketing claims, or incomplete data as verified facts.
• Useful for trustworthy AI, evaluation, compliance review, and evidence-first reporting.

Chayan — signal-review Skill

Concrete service case:

• The input is messy: user notes, customer feedback, alerts, logs, research snippets, or conflicting requirements.
• Chayan separates signal from noise and converts it into a decision-ready next-step brief.
• Useful for triage, escalation, risk routing, and agent task intake before execution.

Related paid-workflow Skill:

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

Service case:

• paid Skill workflows need clean state boundaries: draft, submission, approval, payment, fulfillment, settlement, and funds;
• those boundaries reduce operational risk when agents or operators handle listing, purchase, delivery, and revenue.

Public reference repo:

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