An autonomous agent that audits your hackathon submission against live rules, auto-fixes safe gaps with a confidence-scored reflection loop, asks only when needed, and never submits without your OK. B
The problem Every hackathon, strong projects get eliminated — not for being bad, but for a broken submission: a missing required field, the wrong category, a forgotten demo link, a deadline missed by a timezone. For solo builders with no teammate to double-check, this happens far too often.
What SubmitGuard does SubmitGuard is an autonomous submission auditor. It reads a hackathon's live rules directly through the HackQuest MCP, runs the platform's own readiness checklist, and classifies every unmet requirement into three buckets: auto-fixable (it writes the content itself), needs-user-input (only a human knows it), and blocking (must be resolved first). For auto-fixable gaps it drafts the content and scores its own confidence — if it's unsure, it refuses to guess and asks the builder instead. It never submits on its own: every irreversible action is gated behind explicit confirmation, and every decision is written to a replayable JSON audit trail.
Why it's technically interesting Advanced LLM orchestration: complex tool-calling over the HackQuest MCP, structured-output gap classification (strict Pydantic schemas), and a confidence-scored reflection loop. It's agent-native by design — every MCP tool call carries a machine-readable rationale, captured end-to-end into the audit trail. Safety-first: writes and submits require confirm=true plus a dry-run guard. Provider-agnostic core runs on Gemini (free tier) or Claude.
The proof I used SubmitGuard to audit its own submission to this very hackathon. The tool proved it works by doing its job on its own creator.
Why it fits OKX.AI It turns a real workflow into a practical, reusable Agent Service Provider that any builder on OKX.AI can call — exactly the kind of agent-native utility the marketplace is built for.
Built end-to-end solo during the hackathon: the agent core, the HackQuest MCP integration (Streamable HTTP), the structured gap-classification + confidence-scored reflection engine, the JSON audit trail, and the Rich CLI. Then registered and activated it as an ASP on OKX.AI (ASP #5779, on-chain), and used SubmitGuard itself to audit its own submission to this hackathon.
Not raising. Independent solo project built for the OKX.AI Genesis Hackathon.