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yet; use a commitment test before setting recurring pricing.","opportunityIds":["opp:github_issues:90210:pain:0","opp:hacker_news:hn-401:pain:0"],"evidenceIds":["github_issues:90210:evidence:0","hacker_news:hn-401:evidence:0"]},"whyNow":{"summary":"Act now only as a validation prompt: this dry-run has 2 scored signal(s), 2 evidence reference(s), and 49-63/100 opportunity scores for the same workflow/persona pattern.","opportunityIds":["opp:github_issues:90210:pain:0","opp:hacker_news:hn-401:pain:0"],"evidenceIds":["github_issues:90210:evidence:0","hacker_news:hn-401:evidence:0"]},"validationExperiment":{"hypothesis":{"summary":"operations or revenue team will join a short discovery or concierge pilot when the pitch mirrors the evidence-backed reporting and account review pain.","opportunityIds":["opp:github_issues:90210:pain:0","opp:hacker_news:hn-401:pain:0"],"evidenceIds":["github_issues:90210:evidence:0","hacker_news:hn-401:evidence:0"]},"steps":[{"summary":"Create a one-page concierge demo that shows the pain quote, the proposed workflow, and the exact evidence IDs behind it.","opportunityIds":["opp:github_issues:90210:pain:0","opp:hacker_news:hn-401:pain:0"],"evidenceIds":["github_issues:90210:evidence:0","hacker_news:hn-401:evidence:0"]},{"summary":"Invite five people matching the observed persona to rank the pain severity and choose whether they would pay for the proposed workflow.","opportunityIds":["opp:github_issues:90210:pain:0","opp:hacker_news:hn-401:pain:0"],"evidenceIds":["github_issues:90210:evidence:0","hacker_news:hn-401:evidence:0"]}],"passCriteria":{"summary":"Pass only if at least three qualified interviews confirm the same pain and one agrees to a paid or time-boxed pilot.","opportunityIds":["opp:github_issues:90210:pain:0","opp:hacker_news:hn-401:pain:0"],"evidenceIds":["github_issues:90210:evidence:0","hacker_news:hn-401:evidence:0"]}},"risks":[{"risk":"The evidence set is fixture-backed and may be too narrow for a confident launch decision.","mitigation":"Keep this as a dry-run brief until safe live scans or manual imports add more evidence references.","opportunityIds":["opp:github_issues:90210:pain:0","opp:hacker_news:hn-401:pain:0"],"evidenceIds":["github_issues:90210:evidence:0","hacker_news:hn-401:evidence:0"]},{"risk":"The generated product framing may overfit one workflow cluster.","mitigation":"Require an operator to compare accepted and rejected evidence before starting a build.","opportunityIds":["opp:github_issues:90210:pain:0","opp:hacker_news:hn-401:pain:0"],"evidenceIds":["github_issues:90210:evidence:0","hacker_news:hn-401:evidence:0"]}],"buildDifficulty":{"level":"medium","score":3,"rationale":"Medium scope because the first version needs evidence traceability, review workflows, and guarded generation, but not production live scanning.","opportunityIds":["opp:github_issues:90210:pain:0","opp:hacker_news:hn-401:pain:0"],"evidenceIds":["github_issues:90210:evidence:0","hacker_news:hn-401:evidence:0"]}}],"builderBriefs":[{"id":"brief:idea:customer-health-monitoring__alternative-request__operations-or-revenue-team","ideaId":"idea:customer-health-monitoring__alternative-request__operations-or-revenue-team","model":"deterministic-v1","promptVersion":"builder-brief-dry-run-v1","opportunityIds":["opp:reddit:t3_abc123:pain:0"],"evidenceIds":["reddit:t3_abc123:evidence:0"],"content":{"summary":{"summary":"Customer Health Monitoring Proof Desk: A focused workspace for operations or revenue team to turn customer health monitoring pain signals into evidence-traced validation and delivery decisions.","opportunityIds":["opp:reddit:t3_abc123:pain:0"],"evidenceIds":["reddit:t3_abc123:evidence:0"]},"mvpScope":[{"summary":"operations or revenue team shows alternative request around customer health monitoring in 1 scored opportunity signal(s).","opportunityIds":["opp:reddit:t3_abc123:pain:0"],"evidenceIds":["reddit:t3_abc123:evidence:0"]},{"summary":"Evidence inbox that groups source snippets, scored opportunity IDs, and the original pain statement before any product recommendation is shown.","opportunityIds":["opp:reddit:t3_abc123:pain:0"],"evidenceIds":["reddit:t3_abc123:evidence:0"]},{"summary":"Brief generator that creates MVP scope, pricing test, validation steps, and risks only when each section can carry evidence references.","opportunityIds":["opp:reddit:t3_abc123:pain:0"],"evidenceIds":["reddit:t3_abc123:evidence:0"]},{"summary":"Operator review queue for accepting or rejecting generated customer health monitoring assumptions before outreach.","opportunityIds":["opp:reddit:t3_abc123:pain:0"],"evidenceIds":["reddit:t3_abc123:evidence:0"]},{"summary":"Five target users can review a generated brief, identify the backing evidence, and decide whether to run the validation experiment.","opportunityIds":["opp:reddit:t3_abc123:pain:0"],"evidenceIds":["reddit:t3_abc123:evidence:0"]}],"implementationNotes":[{"summary":"Keep the first build deterministic: ingest selected sources, preserve evidence IDs, and show every generated recommendation with its trace.","opportunityIds":["opp:reddit:t3_abc123:pain:0"],"evidenceIds":["reddit:t3_abc123:evidence:0"]},{"summary":"Prioritize medium difficulty scope before adding live LLM generation or unbounded source collection.","opportunityIds":["opp:reddit:t3_abc123:pain:0"],"evidenceIds":["reddit:t3_abc123:evidence:0"]}],"validationChecklist":[{"summary":"operations or revenue team will join a short discovery or concierge pilot when the pitch mirrors the evidence-backed customer health monitoring pain.","opportunityIds":["opp:reddit:t3_abc123:pain:0"],"evidenceIds":["reddit:t3_abc123:evidence:0"]},{"summary":"Create a one-page concierge demo that shows the pain quote, the proposed workflow, and the exact evidence IDs behind it.","opportunityIds":["opp:reddit:t3_abc123:pain:0"],"evidenceIds":["reddit:t3_abc123:evidence:0"]},{"summary":"Invite five people matching the observed persona to rank the pain severity and choose whether they would pay for the proposed workflow.","opportunityIds":["opp:reddit:t3_abc123:pain:0"],"evidenceIds":["reddit:t3_abc123:evidence:0"]},{"summary":"Pass only if at least three qualified interviews confirm the same pain and one agrees to a paid or time-boxed pilot.","opportunityIds":["opp:reddit:t3_abc123:pain:0"],"evidenceIds":["reddit:t3_abc123:evidence:0"]}],"evidenceTrace":[{"evidenceId":"reddit:t3_abc123:evidence:0","opportunityIds":["opp:reddit:t3_abc123:pain:0"],"note":"Used as an explicit support reference for the generated idea and brief."}]}},{"id":"brief:idea:data-export-monitoring__failed-tool__operations-or-revenue-team:3","ideaId":"idea:data-export-monitoring__failed-tool__operations-or-revenue-team:3","model":"deterministic-v1","promptVersion":"builder-brief-dry-run-v1","opportunityIds":["opp:stack_exchange:778899:pain:0"],"evidenceIds":["stack_exchange:778899:evidence:0"],"content":{"summary":{"summary":"Data Export Monitoring Proof Desk: A focused workspace for operations or revenue team to turn data export monitoring pain signals into evidence-traced validation and delivery decisions.","opportunityIds":["opp:stack_exchange:778899:pain:0"],"evidenceIds":["stack_exchange:778899:evidence:0"]},"mvpScope":[{"summary":"operations or revenue team shows failed tool around data export monitoring in 1 scored opportunity signal(s).","opportunityIds":["opp:stack_exchange:778899:pain:0"],"evidenceIds":["stack_exchange:778899:evidence:0"]},{"summary":"Evidence inbox that groups source snippets, scored opportunity IDs, and the original pain statement before any product recommendation is shown.","opportunityIds":["opp:stack_exchange:778899:pain:0"],"evidenceIds":["stack_exchange:778899:evidence:0"]},{"summary":"Brief generator that creates MVP scope, pricing test, validation steps, and risks only when each section can carry evidence references.","opportunityIds":["opp:stack_exchange:778899:pain:0"],"evidenceIds":["stack_exchange:778899:evidence:0"]},{"summary":"Operator review queue for accepting or rejecting generated data export monitoring assumptions before outreach.","opportunityIds":["opp:stack_exchange:778899:pain:0"],"evidenceIds":["stack_exchange:778899:evidence:0"]},{"summary":"Five target users can review a generated brief, identify the backing evidence, and decide whether to run the validation experiment.","opportunityIds":["opp:stack_exchange:778899:pain:0"],"evidenceIds":["stack_exchange:778899:evidence:0"]}],"implementationNotes":[{"summary":"Keep the first build deterministic: ingest selected sources, preserve evidence IDs, and show every generated recommendation with its trace.","opportunityIds":["opp:stack_exchange:778899:pain:0"],"evidenceIds":["stack_exchange:778899:evidence:0"]},{"summary":"Prioritize medium difficulty scope before adding live LLM generation or unbounded source collection.","opportunityIds":["opp:stack_exchange:778899:pain:0"],"evidenceIds":["stack_exchange:778899:evidence:0"]}],"validationChecklist":[{"summary":"operations or revenue team will join a short discovery or concierge pilot when the pitch mirrors the evidence-backed data export monitoring pain.","opportunityIds":["opp:stack_exchange:778899:pain:0"],"evidenceIds":["stack_exchange:778899:evidence:0"]},{"summary":"Create a one-page concierge demo that shows the pain quote, the proposed workflow, and the exact evidence IDs behind it.","opportunityIds":["opp:stack_exchange:778899:pain:0"],"evidenceIds":["stack_exchange:778899:evidence:0"]},{"summary":"Invite five people matching the observed persona to rank the pain severity and choose whether they would pay for the proposed workflow.","opportunityIds":["opp:stack_exchange:778899:pain:0"],"evidenceIds":["stack_exchange:778899:evidence:0"]},{"summary":"Pass only if at least three qualified interviews confirm the same pain and one agrees to a paid or time-boxed pilot.","opportunityIds":["opp:stack_exchange:778899:pain:0"],"evidenceIds":["stack_exchange:778899:evidence:0"]}],"evidenceTrace":[{"evidenceId":"stack_exchange:778899:evidence:0","opportunityIds":["opp:stack_exchange:778899:pain:0"],"note":"Used as an explicit support reference for the generated idea and brief."}]}},{"id":"brief:idea:reporting-and-account-review__manual-workflow__operations-or-revenue-team:2","ideaId":"idea:reporting-and-account-review__manual-workflow__operations-or-revenue-team:2","model":"deterministic-v1","promptVersion":"builder-brief-dry-run-v1","opportunityIds":["opp:github_issues:90210:pain:0","opp:hacker_news:hn-401:pain:0"],"evidenceIds":["github_issues:90210:evidence:0","hacker_news:hn-401:evidence:0"],"content":{"summary":{"summary":"Reporting And Account Review Proof Desk: A focused workspace for operations or revenue team to turn reporting and account review pain signals into evidence-traced validation and delivery decisions.","opportunityIds":["opp:github_issues:90210:pain:0","opp:hacker_news:hn-401:pain:0"],"evidenceIds":["github_issues:90210:evidence:0","hacker_news:hn-401:evidence:0"]},"mvpScope":[{"summary":"operations or revenue team shows manual workflow around reporting and account review in 2 scored opportunity signal(s).","opportunityIds":["opp:github_issues:90210:pain:0","opp:hacker_news:hn-401:pain:0"],"evidenceIds":["github_issues:90210:evidence:0","hacker_news:hn-401:evidence:0"]},{"summary":"Evidence inbox that groups source snippets, scored opportunity IDs, and the original pain statement before any product recommendation is shown.","opportunityIds":["opp:github_issues:90210:pain:0","opp:hacker_news:hn-401:pain:0"],"evidenceIds":["github_issues:90210:evidence:0","hacker_news:hn-401:evidence:0"]},{"summary":"Brief generator that creates MVP scope, pricing test, validation steps, and risks only when each section can carry evidence references.","opportunityIds":["opp:github_issues:90210:pain:0","opp:hacker_news:hn-401:pain:0"],"evidenceIds":["github_issues:90210:evidence:0","hacker_news:hn-401:evidence:0"]},{"summary":"Operator review queue for accepting or rejecting generated reporting and account review assumptions before outreach.","opportunityIds":["opp:github_issues:90210:pain:0","opp:hacker_news:hn-401:pain:0"],"evidenceIds":["github_issues:90210:evidence:0","hacker_news:hn-401:evidence:0"]},{"summary":"Five target users can review a generated brief, identify the backing evidence, and decide whether to run the validation experiment.","opportunityIds":["opp:github_issues:90210:pain:0","opp:hacker_news:hn-401:pain:0"],"evidenceIds":["github_issues:90210:evidence:0","hacker_news:hn-401:evidence:0"]}],"implementationNotes":[{"summary":"Keep the first build deterministic: ingest selected sources, preserve evidence IDs, and show every generated recommendation with its trace.","opportunityIds":["opp:github_issues:90210:pain:0","opp:hacker_news:hn-401:pain:0"],"evidenceIds":["github_issues:90210:evidence:0","hacker_news:hn-401:evidence:0"]},{"summary":"Prioritize medium difficulty scope before adding live LLM generation or unbounded source collection.","opportunityIds":["opp:github_issues:90210:pain:0","opp:hacker_news:hn-401:pain:0"],"evidenceIds":["github_issues:90210:evidence:0","hacker_news:hn-401:evidence:0"]}],"validationChecklist":[{"summary":"operations or revenue team will join a short discovery or concierge pilot when the pitch mirrors the evidence-backed reporting and account review pain.","opportunityIds":["opp:github_issues:90210:pain:0","opp:hacker_news:hn-401:pain:0"],"evidenceIds":["github_issues:90210:evidence:0","hacker_news:hn-401:evidence:0"]},{"summary":"Create a one-page concierge demo that shows the pain quote, the proposed workflow, and the exact evidence IDs behind it.","opportunityIds":["opp:github_issues:90210:pain:0","opp:hacker_news:hn-401:pain:0"],"evidenceIds":["github_issues:90210:evidence:0","hacker_news:hn-401:evidence:0"]},{"summary":"Invite five people matching the observed persona to rank the pain severity and choose whether they would pay for the proposed workflow.","opportunityIds":["opp:github_issues:90210:pain:0","opp:hacker_news:hn-401:pain:0"],"evidenceIds":["github_issues:90210:evidence:0","hacker_news:hn-401:evidence:0"]},{"summary":"Pass only if at least three qualified interviews confirm the same pain and one agrees to a paid or time-boxed pilot.","opportunityIds":["opp:github_issues:90210:pain:0","opp:hacker_news:hn-401:pain:0"],"evidenceIds":["github_issues:90210:evidence:0","hacker_news:hn-401:evidence:0"]}],"evidenceTrace":[{"evidenceId":"github_issues:90210:evidence:0","opportunityIds":["opp:github_issues:90210:pain:0","opp:hacker_news:hn-401:pain:0"],"note":"Used as an explicit support reference for the generated idea and brief."},{"evidenceId":"hacker_news:hn-401:evidence:0","opportunityIds":["opp:github_issues:90210:pain:0","opp:hacker_news:hn-401:pain:0"],"note":"Used as an explicit support reference for the generated idea and brief."}]}}]}