designtier1_quick3 repeats
Mobile Artifact Viewer Remediation
Produce a practical mobile UX remediation plan for a dense artifact viewer used to review generated outputs inside a live initiative room.
Human baseline provenance
senior mobile product design remediation estimate, Apr 2026
expert_estimate · sample size 2 · Senior product designer with mobile SaaS review-workflow experience
Seed provenance
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Decision-ready criteria: practical-mobile-diagnosis, viewer-information-architecture, state-coverage, implementation-ready-guidance, mobile-accessibility
Observed execution modes
- Mode metadata unavailable
designtier1_quick3 repeats
Live Room Design Critique
Critique and improve a live execution-room interface with a focus on hierarchy, polish, and clarity.
Human baseline provenance
senior product design review estimate, Mar 2026
expert_estimate · sample size 2 · Senior product designer with SaaS execution-room experience
Seed provenance
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Decision-ready criteria: diagnoses-hierarchy, proposes-structure, references-component-system, high-taste
Observed execution modes
- Mode metadata unavailable
designtier1_quick3 repeats
Mobile Modal Interaction Spec
Create a mobile interaction specification for decision, approval, input, and confirmation modals inside an agentic workflow product.
Human baseline provenance
senior interaction design pattern estimate, Apr 2026
expert_estimate · sample size 2 · Senior interaction designer with mobile workflow and accessibility experience
Seed provenance
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Decision-ready criteria: taxonomy-clarity, mobile-interaction-specificity, action-hierarchy, state-and-accessibility-coverage, engineering-ready
Observed execution modes
- Mode metadata unavailable
marketingtier1_quick3 repeats
Marketing Launch Brief
Produce a launch brief for a new AI product feature with audience, angle, channels, and proof points.
Human baseline provenance
solo founder + fractional marketer estimate, Mar 2026
hybrid · sample size 2 · Founder plus B2B SaaS fractional marketing lead
Seed provenance
—
Decision-ready criteria: has-positioning, has-message-pillars, has-channel-plan, proof-emphasis, has-cta
Observed execution modes
- Mode metadata unavailable
opstier1_quick3 repeats
Incident Postmortem
Write a structured incident postmortem from a timeline of events. Tests ability to synthesize operational data into a clear narrative with root cause analysis and action items.
Human baseline provenance
senior engineering manager postmortem estimate, Mar 2026
expert_estimate · sample size 1 · Senior engineering manager with incident review responsibility
Seed provenance
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Decision-ready criteria: has-exec-summary, has-root-cause, has-impact-quantified, has-action-items, has-timeline, has-lessons
Observed execution modes
- Mode metadata unavailable
engineeringtier1_quick3 repeats
PR Description from Diff
Write a comprehensive pull request description given a code diff and commit messages. The output should include a summary, list of changes, testing instructions, and any migration notes.
Human baseline provenance
senior engineer PR authoring estimate, Mar 2026
expert_estimate · sample size 1 · Senior software engineer working in a code review workflow
Seed provenance
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Decision-ready criteria: has-title, has-summary, has-changes-list, has-testing-instructions, mentions-auth-tokens
Observed execution modes
- Mode metadata unavailable
producttier1_quick3 repeats
Product Initiative Brief
Turn a founder request into a crisp initiative brief with goals, user, scope, metrics, and sequencing. Benchmarks product framing quality.
Human baseline provenance
PM lead + founder review estimate, Mar 2026
hybrid · sample size 2 · Product lead working with a technical founder on initiative framing
Seed provenance
—
Decision-ready criteria: has-problem-statement, has-success-metrics, has-scope, has-workstreams, founder-decision-moment
Observed execution modes
- Mode metadata unavailable
salestier1_quick3 repeats
Sales Outreach Sequence
Build a founder-quality outreach sequence for a specific ICP with message angles and proof-driven CTA.
Human baseline provenance
founder-led outbound estimate, Mar 2026
expert_estimate · sample size 1 · Founder-operator running early outbound without a dedicated SDR
Seed provenance
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Decision-ready criteria: personalized-icp, proof-led-cta, multi-step-sequence, objection-angle
Observed execution modes
- Mode metadata unavailable
cross_functionaltier2_medium3 repeats
Cross-Functional Launch Plan
Create a decision-ready launch plan that coordinates product, design, engineering, marketing, and sales for a new live execution-room release.
Human baseline provenance
founder + leads planning session estimate, Mar 2026
hybrid · sample size 2 · Founder, product lead, and functional leads coordinating a launch plan
Seed provenance
—
Decision-ready criteria: covers-all-domains, sequencing, launch-readiness, proof-orientation, measurable-metrics
Observed execution modes
- Mode metadata unavailable
designtier2_medium3 repeats
Live Room Responsive System Spec
Produce a production-ready responsive system specification for a live initiative room across mobile, tablet, and desktop.
Human baseline provenance
principal product design systems estimate, Apr 2026
expert_estimate · sample size 2 · Principal product designer with design-system and responsive SaaS experience
Seed provenance
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Decision-ready criteria: breakpoint-specificity, durable-header-rules, system-thinking, artifact-and-blocker-flows, implementation-checklist
Observed execution modes
- Mode metadata unavailable
engineeringtier2_medium3 repeats
Engineering Release Readiness Review
Review a release plan for technical risks, rollout gaps, verification coverage, and rollback readiness. Benchmarks engineering execution judgment, not only writing polish.
Human baseline provenance
senior engineering lead release review estimate, Mar 2026
expert_estimate · sample size 2 · Senior engineering lead responsible for rollout and incident readiness
Seed provenance
—
Decision-ready criteria: recommendation-quality, identifies-operational-risk, proposes-guardrails, incident-thinking
Observed execution modes
- Mode metadata unavailable
marketingtier2_medium3 repeats
Marketing Proof Campaign Brief
Build a campaign brief that uses real outputs, artifacts, and live evidence as the primary conversion mechanism. Benchmarks proof-led marketing judgment.
Human baseline provenance
fractional growth lead campaign brief estimate, Mar 2026
hybrid · sample size 2 · B2B SaaS growth lead working with a founder on launch messaging
Seed provenance
—
Decision-ready criteria: proof-assets, channel-specific, anti-pattern-awareness, measurable
Observed execution modes
- Mode metadata unavailable
opstier2_medium3 repeats
Ops Escalation Playbook
Create a practical escalation playbook for an initiative that is blocked by integrations, billing, and approval dependencies. Benchmarks operational clarity under constraint.
Human baseline provenance
ops lead escalation playbook estimate, Mar 2026
expert_estimate · sample size 2 · Operations lead responsible for escalation and service continuity
Seed provenance
—
Decision-ready criteria: blocker-specific, sla-owner-clarity, communication-ready, recovery-checklist
Observed execution modes
- Mode metadata unavailable
producttier2_medium3 repeats
Product Retention Experiment Plan
Turn a product signal into a decision-ready retention experiment plan with target behavior, instrumentation, and launch sequencing.
Human baseline provenance
PM retention experiment estimate, Mar 2026
hybrid · sample size 2 · Product manager focused on onboarding and activation experiments
Seed provenance
—
Decision-ready criteria: behavior-change, experiment-specific, measurement-plan, rollout-sequencing
Observed execution modes
- Mode metadata unavailable
salestier2_medium3 repeats
Sales Competitive Battlecard
Create a concise battlecard that helps a founder or GTM lead position OrgX against direct-model and agent-platform alternatives.
Human baseline provenance
founder-led competitive positioning estimate, Mar 2026
hybrid · sample size 2 · Founder or first GTM hire creating a competitive battlecard for early sales
Seed provenance
—
Decision-ready criteria: explicit-comparison, acknowledges-weakness, proof-moments, founder-talk-track
Observed execution modes
- Mode metadata unavailable