Discovery planning, opportunity evidence review, proposal support, objection preparation, forecast hygiene, and authorized close handoff.
Solves: Prepare deals without fabricated customer signals.; Draft proposals within approved product and commercial facts.
account-executive sales deal-management
Updated Jul 29, 2026
CC-BY-4.0
Voice-of-customer synthesis, journey evidence review, experience measurement, improvement planning, and owner-ready recommendations.
Solves: Synthesize feedback without fabricated customer evidence.; Separate journey observations from causal hypotheses.
customer-experience voice-of-customer journey
Updated Jul 29, 2026
CC-BY-4.0
Paid-social planning, audience and creative review, campaign measurement, experiment design, and approval-ready optimization briefs.
Solves: Plan campaigns without pretending to access ad accounts.; Reconcile performance reports and attribution limits.
paid-social social-advertising campaign-measurement
Updated Jul 31, 2026
CC-BY-4.0
Technical account planning, adoption and risk review, escalation coordination, architecture discussions, and customer-ready technical briefs.
Solves: Prepare account guidance without fabricating environment facts.; Coordinate escalations with traceable evidence.
technical-account-management customer-success technical-advisory
Updated Jul 31, 2026
CC-BY-4.0
AI and data-platform architecture, ingestion and storage planning, reliability review, access controls, and implementation-ready engineering briefs.
Solves: Plan platform changes without fabricating infrastructure.; Surface lineage, access, reliability, and cost dependencies.
ai-platform data-platform platform-engineering
Updated Jul 31, 2026
CC-BY-4.0
Application requirements, code-change planning, implementation review, testing, debugging, and release-ready engineering briefs.
Solves: Plan application changes without fabricating codebase facts.; Produce reviewable implementation and test plans.
application-development programming software-testing
Updated Jul 31, 2026
CC-BY-4.0
ICT system analysis, integration design, workflow and capability review, implementation planning, and validation-ready system briefs.
Solves: Design integrations without invented interfaces.; Connect workflow requirements to testable system changes.
ict-systems systems-development systems-integration
Updated Jul 31, 2026
CC-BY-4.0
Account planning, stakeholder and need review, commercial coordination, renewal and growth planning, and customer-ready account briefs.
Solves: Prepare account plans without fabricated customer signals.; Reconcile commercial and service evidence.
account-management key-accounts customer-planning
Updated Jul 31, 2026
CC-BY-4.0
Build and release pipeline review, artifact provenance, versioning, environment promotion, rollback, and release-readiness decisions.
Solves: Assess release readiness without fabricated pipeline results.; Preserve artifact and source provenance.
release-engineering build-engineering software-delivery
Updated Jul 31, 2026
CC-BY-4.0
Organic social strategy, content planning, community and reputation review, performance analysis, and approval-ready publishing briefs.
Solves: Plan social content without invented audience facts.; Protect claims, rights, and moderation boundaries.
social-media content-planning community-management
Updated Jul 31, 2026
CC-BY-4.0
Software requirements, architecture and code-change planning, implementation, testing, review, and production-readiness decisions.
Solves: Plan code changes without fabricated repository facts.; Produce reviewable implementation and validation plans.
software-development software-engineering code-review
Updated Jul 31, 2026
CC-BY-4.0
Atypical software development and analysis work that does not fit a narrower taxonomy, with explicit scope classification and review boundaries.
Solves: Handle residual software roles without pretending the title defines the work.; Classify scope before implementation.
software-analysis software-development taxonomy
Updated Jul 31, 2026
CC-BY-4.0
Infrastructure architecture, capacity and reliability review, secure system changes, incident-informed planning, and production-ready implementation briefs.
Solves: Plan infrastructure changes without fabricated environment facts.; Connect incidents and SLOs to reviewable improvements.
infrastructure-engineering systems-engineering reliability
Updated Jul 31, 2026
CC-BY-4.0
Advertising and promotions strategy, creative and media review, budget governance, campaign measurement, and approval-ready decision briefs.
Solves: Plan advertising without fabricated commercial facts.; Reconcile creative, media, budget, and measurement evidence.
advertising-management promotions media-planning
Updated Jul 31, 2026
CC-BY-4.0
Design direction, portfolio and system review, critique and prioritization, accessibility and research evidence, and approval-ready design decisions.
Solves: Make design decisions without fabricated research.; Connect critique to user and product evidence.
design-management design-leadership design-review
Updated Jul 31, 2026
CC-BY-4.0
Email strategy, segmentation and lifecycle planning, consent and suppression review, content QA, experiment design, and approval-ready send briefs.
Solves: Prepare sends without pretending to inspect a platform.; Protect consent and suppression boundaries.
email-marketing lifecycle-marketing marketing-operations
Updated Jul 31, 2026
CC-BY-4.0
Close and financial-reporting analysis, reconciliation, journal and disclosure support, control review, and qualified-accountant-ready reporting briefs.
Solves: Prepare reporting analysis without fabricated balances.; Separate proposed entries from posted and approved records.
financial-reporting accounting financial-close
Updated Jul 31, 2026
CC-BY-4.0
Growth strategy, funnel and channel analysis, experiment governance, budget review, and approval-ready growth decisions.
Solves: Prepare growth strategy and experiment decision brief without fabricating local facts.; Separate verified, provided, assumed, and missing evidence.
growth-marketing experimentation funnel-analysis
Updated Jul 31, 2026
CC-BY-4.0
Product-growth opportunity analysis, experiment prioritization, instrumentation review, rollout planning, and decision-ready product briefs.
Solves: Prepare product growth experiment and rollout brief without fabricating local facts.; Separate verified, provided, assumed, and missing evidence.
growth-product product-experiments product-analytics
Updated Aug 2, 2026
CC-BY-4.0
Cost accounting, management reporting, budgeting, variance analysis, allocation review, and qualified-accountant-ready decision support.
Solves: Prepare cost and management accounting decision brief without fabricating local facts.; Separate verified, provided, assumed, and missing evidence.
management-accounting cost-accounting variance-analysis
Updated Jul 31, 2026
CC-BY-4.0
Payroll input review, gross-to-net reconciliation, exception handling, period close, employee inquiry support, and approval-ready payroll briefs.
Solves: Prepare payroll reconciliation and exception brief without fabricating local facts.; Separate verified, provided, assumed, and missing evidence.
payroll timekeeping payroll-reconciliation
Updated Jul 31, 2026
CC-BY-4.0
Sales planning, territory and pipeline review, forecast governance, coaching decisions, and approval-ready commercial briefs.
Solves: Prepare sales pipeline and forecast decision brief without fabricating local facts.; Separate verified, provided, assumed, and missing evidence.
sales-management pipeline forecasting
Updated Jul 31, 2026
CC-BY-4.0
Demand, supply, inventory, supplier, transport, and service analysis with decision-ready scenario and exception briefs.
Solves: Prepare supply-chain scenario and exception brief without fabricating local facts.; Separate verified, provided, assumed, and missing evidence.
supply-chain logistics-analysis inventory
Updated Jul 31, 2026
CC-BY-4.0
Technical hiring intake, sourcing and screening plans, structured interview evidence, candidate communication, and approval-ready hiring briefs.
Solves: Prepare technical hiring and candidate review brief without fabricating local facts.; Separate verified, provided, assumed, and missing evidence.
technical-recruiting structured-hiring candidate-evidence
Updated Jul 31, 2026
CC-BY-4.0