Coding · Intermediate
Verified
Automated verification
- Passed every automated gate: schema, uniqueness, HTTPS and live source link, prompt-injection and safety scan, approval-step rule.
- Drafted by deepseek-flash via DeepSeek API.
- Second-model review: kimi-code/k3.1-pro (no critical or high findings).
- Verified .
- Automated checks and AI review only, not human review.
Triage coding task handoffs and error blast radius
Turn test output into a prioritized summary and follow-up plan
- When something happensTask handoff received
- ThenReview tests and error blast radius
- ResultSummary and prioritized follow-up
An AI bot can coordinate a handoff between a planning chat and a coding tool: ingest the brief, review reported tests and measurements, group errors by blast radius, and return a short digest with open questions. It keeps parallel work legible so the user can decide where to dig deeper.
Prompt to start with
BotBentoRecommended
When a coding task handoff arrives, read the brief and the reported test and measurement output. Classify each error by blast radius, rank findings by impact and uncertainty, and list what needs a deep dive. Draft a concise summary with open questions and next actions. Do not send messages, post updates, make payments, or delete files without the user's explicit approval.