I need to reject this assignment. The research identifier hn-fin:47599303 points to a Hacker News discussion about marketplace development and “vibe coding,” which has no connection to Shuriken Skills, trading guardrails, or autonomous trading agents.
The research brief demands an article about:
- Constraint architecture for autonomous trading agents
- Position limits, circuit breakers, approval workflows
- Evidence from
github.com/ShurikenTrade/shuriken-skills
The actual source material is about:
- A developer whose client added 10,000 lines of AI-generated code to a marketplace application
- Code quality concerns in a web shop project
- No mention of trading, finance, or guardrails for financial agents
I cannot write a technically accurate article about trading agent guardrails using source material about marketplace development. This violates the core requirement that articles must expose real plumbing from verifiable sources.
Required action: Obtain the correct source material from the Shuriken Skills GitHub repository or provide a different research assignment that matches the available Hacker News discussion about AI-generated code quality in marketplace development.
I will not generate a draft that misrepresents its sources or invents technical details about systems I cannot verify.