{ "project": "PrizePilot", "track": "Track 4 - Autopilot Agent", "qwen_plan": { "opportunity": { "name": "Global AI Hackathon Series with Qwen Cloud", "url": "https://qwencloud-hackathon.devpost.com/", "deadline": "2026-07-10 05:00 GMT+8", "participants": 2528, "status": "secondary", "prizes": [ { "name": "Track 5 EdgeAgent", "amount_usd": 7000, "winners": 1, "tags": [ "single_winner", "cloud_deployment" ] }, { "name": "Blog Post Award", "amount_usd": 500, "winners": 10, "tags": [ "blog", "cloud_deployment" ] }, { "name": "Top 10 Honorable Mention Projects", "amount_usd": 500, "winners": 10, "tags": [ "honorable_mention", "cloud_deployment" ] } ], "human_blockers": [ "Devpost join", "Qwen or Alibaba Cloud account", "API key at action time", "public repository", "public video", "public blog/social post", "Alibaba Cloud deployment proof", "final Devpost submission" ], "notes": [ "Blog Post Award is not standalone; it requires a qualified Devpost project submission." ] }, "target_prize": { "name": "Blog Post Award", "amount_usd": 500, "winners": 10, "tags": [ "blog", "cloud_deployment" ] }, "score": 880, "strategy": "Prepare a qualified project submission, then use a public blog post to target the multi-winner blog award.", "approval_checkpoints": [ "Confirm eligibility for the target event and prize.", "Confirm before creating accounts, joining hackathons, publishing repos, posting videos/blogs, or submitting forms.", "Do not store passwords, OTPs, API keys, payment, tax, KYC, or recovery data.", "Capture live cloud deployment proof only after the deployment exists and can be public.", "Publish the blog/social post only after the user approves the public URL and wording." ], "human_actions": [ "Devpost join", "Qwen or Alibaba Cloud account", "API key at action time", "public repository", "public video", "public blog/social post", "Alibaba Cloud deployment proof", "final Devpost submission" ], "notes": [ "Blog Post Award is not standalone; it requires a qualified Devpost project submission." ] }, "mindtheproduct_plan": { "opportunity": { "name": "Mind the Product World Product Day", "url": "https://mindtheproduct.devpost.com/", "deadline": "2026-06-20", "participants": 920, "status": "registered_novus_verify_blocked", "prizes": [ { "name": "First Place", "amount_usd": 5000, "winners": 1, "tags": [ "single_winner", "product_analytics_required" ] }, { "name": "Second Place", "amount_usd": 3000, "winners": 1, "tags": [ "single_winner", "product_analytics_required" ] }, { "name": "Third Place", "amount_usd": 2000, "winners": 1, "tags": [ "single_winner", "product_analytics_required" ] }, { "name": "Product Bundle", "amount_usd": 0, "winners": 10, "tags": [ "non_cash", "product_analytics_required" ] } ], "human_blockers": [ "Novus email verification and password creation", "Novus connection or installation before submission", "deployed product URL", "Devpost-compatible demo video URL", "final Devpost submission" ], "notes": [ "Registered on Devpost as OOYXLOO on 2026-06-10.", "Novus free account signup was started with the user's authorized email, but the official email verification link must be completed by the user.", "PrizePilot is a fit if positioned as a shipped product for builders under prize/deadline pressure, with Novus observing route triage and blocker-resolution flows." ] }, "target_prize": { "name": "First Place", "amount_usd": 5000, "winners": 1, "tags": [ "single_winner", "product_analytics_required" ] }, "score": -453, "strategy": "Ship a narrow product workflow, instrument it with the required analytics tool, and use the data trail as judging evidence.", "approval_checkpoints": [ "Confirm eligibility for the target event and prize.", "Confirm before creating accounts, joining hackathons, publishing repos, posting videos/blogs, or submitting forms.", "Do not store passwords, OTPs, API keys, payment, tax, KYC, or recovery data.", "Install or connect product analytics only after the official account is verified, and record the public proof without storing credentials." ], "human_actions": [ "Novus email verification and password creation", "Novus connection or installation before submission", "deployed product URL", "Devpost-compatible demo video URL", "final Devpost submission" ], "notes": [ "Registered on Devpost as OOYXLOO on 2026-06-10.", "Novus free account signup was started with the user's authorized email, but the official email verification link must be completed by the user.", "PrizePilot is a fit if positioned as a shipped product for builders under prize/deadline pressure, with Novus observing route triage and blocker-resolution flows." ] }, "portfolio": { "ranked": [ { "opportunity": { "name": "Splunk Agentic Ops Hackathon", "url": "https://splunk.devpost.com/", "deadline": "2026-06-16 00:00 GMT+8", "participants": 2170, "status": "primary", "prizes": [ { "name": "Most Valuable Feedback", "amount_usd": 200, "winners": 5, "tags": [ "feedback" ] } ], "human_blockers": [ "Devpost join", "Google form identity fields", "eligibility confirmation", "final submission confirmation" ], "notes": [ "Prepared feedback route based on Splunk MCP documentation mismatch." ] }, "target_prize": { "name": "Most Valuable Feedback", "amount_usd": 200, "winners": 5, "tags": [ "feedback" ] }, "score": 1052, "strategy": "Submit concise, evidence-backed product or documentation feedback with reproduction details.", "approval_checkpoints": [ "Confirm eligibility for the target event and prize.", "Confirm before creating accounts, joining hackathons, publishing repos, posting videos/blogs, or submitting forms.", "Do not store passwords, OTPs, API keys, payment, tax, KYC, or recovery data." ], "human_actions": [ "Devpost join", "Google form identity fields", "eligibility confirmation", "final submission confirmation" ], "notes": [ "Prepared feedback route based on Splunk MCP documentation mismatch." ] }, { "opportunity": { "name": "Global AI Hackathon Series with Qwen Cloud", "url": "https://qwencloud-hackathon.devpost.com/", "deadline": "2026-07-10 05:00 GMT+8", "participants": 2528, "status": "secondary", "prizes": [ { "name": "Track 5 EdgeAgent", "amount_usd": 7000, "winners": 1, "tags": [ "single_winner", "cloud_deployment" ] }, { "name": "Blog Post Award", "amount_usd": 500, "winners": 10, "tags": [ "blog", "cloud_deployment" ] }, { "name": "Top 10 Honorable Mention Projects", "amount_usd": 500, "winners": 10, "tags": [ "honorable_mention", "cloud_deployment" ] } ], "human_blockers": [ "Devpost join", "Qwen or Alibaba Cloud account", "API key at action time", "public repository", "public video", "public blog/social post", "Alibaba Cloud deployment proof", "final Devpost submission" ], "notes": [ "Blog Post Award is not standalone; it requires a qualified Devpost project submission." ] }, "target_prize": { "name": "Blog Post Award", "amount_usd": 500, "winners": 10, "tags": [ "blog", "cloud_deployment" ] }, "score": 880, "strategy": "Prepare a qualified project submission, then use a public blog post to target the multi-winner blog award.", "approval_checkpoints": [ "Confirm eligibility for the target event and prize.", "Confirm before creating accounts, joining hackathons, publishing repos, posting videos/blogs, or submitting forms.", "Do not store passwords, OTPs, API keys, payment, tax, KYC, or recovery data.", "Capture live cloud deployment proof only after the deployment exists and can be public.", "Publish the blog/social post only after the user approves the public URL and wording." ], "human_actions": [ "Devpost join", "Qwen or Alibaba Cloud account", "API key at action time", "public repository", "public video", "public blog/social post", "Alibaba Cloud deployment proof", "final Devpost submission" ], "notes": [ "Blog Post Award is not standalone; it requires a qualified Devpost project submission." ] }, { "opportunity": { "name": "UiPath AgentHack", "url": "https://uipath-agenthack.devpost.com/", "deadline": "2026-06-30 14:45 GMT+8", "participants": 2583, "status": "backup", "prizes": [ { "name": "People's Choice", "amount_usd": 500, "winners": 3, "tags": [ "public_demo" ] }, { "name": "Best Product Feedback", "amount_usd": 1500, "winners": 1, "tags": [ "feedback", "product_usage_required", "single_winner" ] } ], "human_blockers": [ "real UiPath product usage", "Devpost join", "public demo actions" ], "notes": [ "Feedback must be based on honest product use." ] }, "target_prize": { "name": "People's Choice", "amount_usd": 500, "winners": 3, "tags": [ "public_demo" ] }, "score": 220, "strategy": "Build the smallest credible artifact that satisfies the rules and can be verified publicly.", "approval_checkpoints": [ "Confirm eligibility for the target event and prize.", "Confirm before creating accounts, joining hackathons, publishing repos, posting videos/blogs, or submitting forms.", "Do not store passwords, OTPs, API keys, payment, tax, KYC, or recovery data." ], "human_actions": [ "real UiPath product usage", "Devpost join", "public demo actions" ], "notes": [ "Feedback must be based on honest product use." ] }, { "opportunity": { "name": "Arm Create AI Optimization Challenge", "url": "https://arm-ai-optimization-challenge.devpost.com/", "deadline": "2026-08-15 07:00 GMT+8", "participants": 170, "status": "backup", "prizes": [ { "name": "Best in Category: Cloud AI", "amount_usd": 1000, "winners": 1, "tags": [ "single_winner", "cloud_deployment" ] } ], "human_blockers": [ "Arm64 environment", "benchmark evidence", "public submission" ], "notes": [ "Longer-horizon evidence route with heavier setup and benchmarking cost." ] }, "target_prize": { "name": "Best in Category: Cloud AI", "amount_usd": 1000, "winners": 1, "tags": [ "single_winner", "cloud_deployment" ] }, "score": -410, "strategy": "Build the smallest credible artifact that satisfies the rules and can be verified publicly.", "approval_checkpoints": [ "Confirm eligibility for the target event and prize.", "Confirm before creating accounts, joining hackathons, publishing repos, posting videos/blogs, or submitting forms.", "Do not store passwords, OTPs, API keys, payment, tax, KYC, or recovery data.", "Capture live cloud deployment proof only after the deployment exists and can be public." ], "human_actions": [ "Arm64 environment", "benchmark evidence", "public submission" ], "notes": [ "Longer-horizon evidence route with heavier setup and benchmarking cost." ] }, { "opportunity": { "name": "Mind the Product World Product Day", "url": "https://mindtheproduct.devpost.com/", "deadline": "2026-06-20", "participants": 920, "status": "registered_novus_verify_blocked", "prizes": [ { "name": "First Place", "amount_usd": 5000, "winners": 1, "tags": [ "single_winner", "product_analytics_required" ] }, { "name": "Second Place", "amount_usd": 3000, "winners": 1, "tags": [ "single_winner", "product_analytics_required" ] }, { "name": "Third Place", "amount_usd": 2000, "winners": 1, "tags": [ "single_winner", "product_analytics_required" ] }, { "name": "Product Bundle", "amount_usd": 0, "winners": 10, "tags": [ "non_cash", "product_analytics_required" ] } ], "human_blockers": [ "Novus email verification and password creation", "Novus connection or installation before submission", "deployed product URL", "Devpost-compatible demo video URL", "final Devpost submission" ], "notes": [ "Registered on Devpost as OOYXLOO on 2026-06-10.", "Novus free account signup was started with the user's authorized email, but the official email verification link must be completed by the user.", "PrizePilot is a fit if positioned as a shipped product for builders under prize/deadline pressure, with Novus observing route triage and blocker-resolution flows." ] }, "target_prize": { "name": "First Place", "amount_usd": 5000, "winners": 1, "tags": [ "single_winner", "product_analytics_required" ] }, "score": -453, "strategy": "Ship a narrow product workflow, instrument it with the required analytics tool, and use the data trail as judging evidence.", "approval_checkpoints": [ "Confirm eligibility for the target event and prize.", "Confirm before creating accounts, joining hackathons, publishing repos, posting videos/blogs, or submitting forms.", "Do not store passwords, OTPs, API keys, payment, tax, KYC, or recovery data.", "Install or connect product analytics only after the official account is verified, and record the public proof without storing credentials." ], "human_actions": [ "Novus email verification and password creation", "Novus connection or installation before submission", "deployed product URL", "Devpost-compatible demo video URL", "final Devpost submission" ], "notes": [ "Registered on Devpost as OOYXLOO on 2026-06-10.", "Novus free account signup was started with the user's authorized email, but the official email verification link must be completed by the user.", "PrizePilot is a fit if positioned as a shipped product for builders under prize/deadline pressure, with Novus observing route triage and blocker-resolution flows." ] }, { "opportunity": { "name": "Algora / Onyx Jira Service Management Connector", "url": "https://github.com/onyx-dot-app/onyx/issues/2281", "deadline": "unknown", "participants": 27, "status": "backup", "prizes": [ { "name": "Merged PR bounty", "amount_usd": 250, "winners": 1, "tags": [ "public_pr", "single_winner" ] } ], "human_blockers": [ "GitHub public PR", "maintainer review", "Algora payout setup" ], "notes": [ "Crowded backup route; payout depends on public claim and merge." ] }, "target_prize": { "name": "Merged PR bounty", "amount_usd": 250, "winners": 1, "tags": [ "public_pr", "single_winner" ] }, "score": -710, "strategy": "Treat this as a backup bounty: prepare a focused patch, then wait for user-approved public PR and payout setup.", "approval_checkpoints": [ "Confirm eligibility for the target event and prize.", "Confirm before creating accounts, joining hackathons, publishing repos, posting videos/blogs, or submitting forms.", "Do not store passwords, OTPs, API keys, payment, tax, KYC, or recovery data.", "Open a public PR only after the user approves the GitHub account and branch." ], "human_actions": [ "GitHub public PR", "maintainer review", "Algora payout setup" ], "notes": [ "Crowded backup route; payout depends on public claim and merge." ] } ], "recommendation": "Splunk Agentic Ops Hackathon" }, "novus_readiness": { "required_for": "Mind the Product World Product Day", "registered_on_devpost": true, "novus_signup_started": true, "email_verification_required": true, "novus_installed": false, "next_action": "Verify the Novus email, create the password on the official link, then connect or install Novus before Devpost submission." }, "submission_status": { "phase": "submitted_can_still_improve", "devpost_url": "https://devpost.com/software/prizepilot-qwen-cloud", "repository_url": "https://github.com/OOYXLOO/prizepilot-qwen-cloud", "demo_video_url": "https://vimeo.com/1200124146", "blog_url": "https://ooyxloo.github.io/prizepilot-qwen-cloud/blog/", "qwen_live_proof_url": "https://ooyxloo.github.io/prizepilot-qwen-cloud/qwen-live-proof/", "deadline": "July 09, 2026 at 05:00pm EDT" }, "qwen_agent_flow": [ { "stage": "1. Public prize page", "input": "Rules, awards, dates, required artifacts, and account-gated actions.", "qwen_role": "Frames the opportunity as a judge-facing story instead of a loose TODO list.", "proof": "samples/qwen_hackathon.json and qwen-before-after evidence." }, { "stage": "2. Deterministic rank", "input": "Prize amount, winner count, deadline pressure, blockers, and evidence gaps.", "qwen_role": "Receives an auditable route plan rather than inventing the target from memory.", "proof": "portfolio ranking in /api/plan and docs/api/plan.json." }, { "stage": "3. Qwen refinement", "input": "Blog Post Award route plus verified public artifact list.", "qwen_role": "Tightens the public narrative, risk wording, and update copy for judges.", "proof": "live qwen-plus smoke receipt with non-sensitive output excerpt." }, { "stage": "4. Approval gate", "input": "Any secret, public posting, cloud billing, payout, tax, or KYC step.", "qwen_role": "Stops before irreversible account actions and records the human-controlled gate.", "proof": "approval queue and integrity boundary in this dashboard." }, { "stage": "5. Public proof packet", "input": "Repo, Devpost, Vimeo, blog, judge hub, static plan JSON, and proof pages.", "qwen_role": "Turns the chosen route into a reviewable evidence trail without overclaiming.", "proof": "judge pack, award evidence map, contribution map, and live proof page." } ], "qwen_proof_snapshot": { "verified": "One Qwen/DashScope qwen-plus refinement pass ran with a runtime-only key and published non-sensitive evidence.", "current_public_artifacts": "Devpost, GitHub repository, Vimeo demo, Blog Award story, Pages hub, static judge demo, static plan JSON, Qwen contribution map, and Qwen live proof.", "still_pending": "Live Alibaba Cloud endpoint proof remains unclaimed until a public URL returns HTTP 200 at / and /api/plan.", "judge_takeaway": "PrizePilot is strongest as an honest autopilot: it accelerates route choice and submission evidence while keeping risky account actions visible." }, "agent_walkthrough": [ { "role": "Contest Analyst", "responsibility": "Normalize prize pages into comparable opportunity records.", "output": "Deadline, prize, winner-count, blocker, and evidence fields." }, { "role": "Competitor Scout", "responsibility": "Compare the route against public winning-project patterns.", "output": "Differentiators that judges can understand in under five minutes." }, { "role": "Differentiation Strategist", "responsibility": "Choose the most reachable target instead of chasing the largest headline pool.", "output": "Blog Post Award / Honorable Mention path with explicit proof needs." }, { "role": "Submission Coach", "responsibility": "Draft Devpost, blog, video, and deployment evidence assets.", "output": "Public links, scripts, runbooks, and update-ready copy." }, { "role": "Risk Reviewer", "responsibility": "Hold account, billing, public posting, payout, tax, and KYC actions for human control.", "output": "Approval queue and evidence gap register." } ], "judge_scorecard": [ { "criterion": "Innovation", "weight": "30%", "proof": "Autopilot for prize-route execution plus verified live Qwen refinement.", "gap": "Turn the live proof into tighter public Devpost copy before judging." }, { "criterion": "Technical Depth", "weight": "30%", "proof": "Deterministic planner, Qwen-compatible client, HTTP API, Docker, Alibaba manifest.", "gap": "Capture verified Alibaba Cloud endpoint proof." }, { "criterion": "Problem Value", "weight": "25%", "proof": "Turns real prize-route work into auditable actions and evidence gates.", "gap": "Add more post-submission feedback if maintainers or judges request changes." }, { "criterion": "Presentation", "weight": "15%", "proof": "Public Devpost, Vimeo demo, blog, repo, and judge quickstart.", "gap": "Refresh screenshots if the dashboard changes materially." } ], "approval_queue": [ { "action": "Runtime Qwen/DashScope API key", "status": "completed once; future runs stay human-gated", "risk": "secret" }, { "action": "Alibaba Cloud live deployment", "status": "human-gated", "risk": "billing/account" }, { "action": "Devpost submission updates", "status": "allowed after review", "risk": "public claim" }, { "action": "Prize payout, tax, or KYC", "status": "user-only", "risk": "financial identity" } ], "evidence_gaps": [ "Qwen/DashScope live refinement is verified with a runtime key and no stored secret.", "Alibaba Cloud Function Compute manifest exists, but no live endpoint has been verified." ], "benchmark": [ { "metric": "Manual prize triage", "baseline": "60-90 minutes", "prizepilot": "one structured plan run" }, { "metric": "Evidence tracking", "baseline": "spread across tabs and memory", "prizepilot": "status ledger plus dashboard" }, { "metric": "Risky actions", "baseline": "easy to mix with automation", "prizepilot": "explicit approval queue" } ], "integrity_boundary": [ "No API key is stored in the deployed app.", "Public repository, video, blog post, and Devpost submission are recorded only after verification.", "Live Qwen Cloud usage is captured as non-sensitive proof; Alibaba Cloud endpoint proof must still be captured before that claim is strengthened.", "Novus is not claimed as installed until the official Novus account is verified and connected." ] }