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Business & Operations
Operations, strategy, finance, sales, support, management, and planning
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Showing 14,041–14,064 of 35,322 skills
- Cell Based Architecture DesignerDesign cell-based (blast-radius) partitioning for a multi-tenant SaaS — a cell is a self-contained stack subset (compute + data + cache + queue) that serves a subset of tenants end to end, so a failure, bad deploy, or noisy tenant is contained to ONE cell instead of the whole fleet: cell definition, tenant→cell mapping and placement policy, a thin cell-router, cell-by-cell deployment/canary, cross-cell/global concerns, and cell migration/rebalancing. SCALE-STAGE — most SaaS never needs it; re...Votes: 0GitHub stars: 4
- Caching Strategy DesignerDecide what gets cached, where, and how it stays correct — candidate analysis first (read/write ratio, miss cost, staleness tolerance stated per item), layer choice (HTTP/CDN edge, in-process, distributed cache, DB materialization), invalidation designed BEFORE the cache ships (TTL, event-driven purge with backstop, write-through/behind — with the consistency envelope each buys), key design where tenant scoping is a correctness boundary (tenant-qualified keys; a NEW cache store's isolation de...Votes: 0GitHub stars: 4
- Background Job Orchestration ArchitectDesign the async job/worker EXECUTION model for a multi-tenant SaaS — offload slow work off the request path: worker pools, scheduled/cron jobs, job idempotency + resumability/checkpointing, retry with backoff, a job dead-letter queue, visibility timeouts, and per-tenant fairness so one tenant''s flood cannot starve others. Produces the job catalog, the execution/retry/DLQ contract, and a fairness + scaling plan. Use when moving slow work out of the request, adding scheduled jobs, or when job...Votes: 0GitHub stars: 4
- Authority Invalidation ArchitectDiagnose access changes that failed to take effect: revoked roles or memberships, logout, plan changes, or deletion. Inventory old authority in sessions, JSON Web Token (JWT) claims, client and server caches, live subscriptions, database context, search indexes, and signed links. Locate the holder with evidence, design invalidation against an owner-confirmed revocation bound, and verify denial first. Composes caching-strategy-designer, realtime-subscription-architect, plan-entitlement-archite...Votes: 0GitHub stars: 4
- Ai Router ArchitectMANUAL-ONLY; never auto-invoke. Design the centralized model-routing layer all AI calls flow through: one internal interface in front of every provider/model; per-provider adapters mapping requests, responses, tool calls, streaming and errors onto it so no provider-specific type leaks past it; a capability matrix so routing and fallback never pick a model lacking a needed feature; adapter conformance tests. Credentials stay server-side; routing picks the model by task/cost/availability; per-c...Votes: 0GitHub stars: 4
- Ai Governance Risk ReviewerReview the governance and risk posture of an artificial intelligence (AI) feature: classify impact, assign a human owner, match human oversight to risk, check disclosure, consent, data use, retention, and a feature card, then map applicable European Union (EU) AI Act obligations and voluntary National Institute of Standards and Technology (NIST) AI Risk Management Framework (RMF) functions to controls. Composes ai-sdlc-operating-model, agent-governance-audit, and human-approval-boundary. Use ...Votes: 0GitHub stars: 4
- Ai Cost Guardrail DesignerDesign cost and consumption guardrails for a large language model (LLM) feature, covering spend and unbounded-consumption abuse (Open Worldwide Application Security Project identifier LLM06). Specify token caps, per-user/tenant/plan budgets, cost-aware rate limits, task-aware model choice, concurrency and queue bounds, agent loop limits, input limits, a fail-closed spend kill switch, degraded fallback, and telemetry. Compose saas-cost-architect for unit economics and observability-operator fo...Votes: 0GitHub stars: 4
- Agentic Loop DesignerDesign an agentic loop's shape and bounds — decide explicitly whether a loop is needed; clamp iteration ceilings; classify failures before retrying; stop on policy denials and permanent errors; retry a transient failure at most once on identical input only when the operation is safe to repeat; distinguish retry exhaustion and unknown outcomes from proven permanent failures; report empty results honestly. Consumes cost caps from ai-cost-guardrail-designer, gives recovery checkpoints to agent-f...Votes: 0GitHub stars: 4
- Agent Startup Context GateRun at the start of any repository or coding task, before reading or writing code. Verifies the working directory and workspace role from available evidence, reads project instructions and status docs, and separates verified facts from assumptions and missing information. A fresh product repository may have no remote, commits, application files, or project-state document. Use when starting work in a repo, when told to cd into a path and build something there, or when resuming a session whose ...Votes: 0GitHub stars: 4
- Agent Harness ArchitectDesign the governed operating environment an AI agent runs inside — the harness: ONE server-side mediation point every model/tool call crosses; identity from credentials (never from model-supplied payload), propagated; a deny-by-default pre-flight ladder (authenticate → authorize → entitlement → budget → input policy) BEFORE the model runs, each rung fail-closed; a CLOSED tool/provider registry (unknown capability fails, never improvised); instructions as server-side versioned artifacts no un...Votes: 0GitHub stars: 4
- Agent Governance AuditAudit whether an artificial-intelligence-assisted change followed governance rules: classification, scope, human approvals, merge/deploy authority, validation, security review, closeout, and memory or documentation updates. Each control receives a PASS, FAIL, or UNVERIFIABLE verdict citing primary evidence; missing evidence never passes. Use for retrospective review of a change or pull request (PR), post-incident review, autonomy spot checks, or closeout verification. Read-only; changes nothi...Votes: 0GitHub stars: 4
- Twitter Ai Influencer ManagerUse when twitter AI influencer work spans multiple steps and needs planning plus execution coordination.Votes: 0GitHub stars: 3
- Tag AgentUse when tag expertise is needed to unblock implementation decisions.Votes: 0GitHub stars: 3
- Stripe ExpertUse when implementing stripe functionality with production-grade patterns and safeguards.Votes: 0GitHub stars: 3
- Startup AnalystUse when startup expertise is needed to unblock implementation decisions.Votes: 0GitHub stars: 3
- Seo Content PlannerUse when seo content planner knowledge must be documented clearly for implementation or operations.Votes: 0GitHub stars: 3
- Sales AutomatorUse when sales automator expertise is needed to unblock implementation decisions.Votes: 0GitHub stars: 3
- Research CoordinatorUse when research coordinator work spans multiple steps and needs planning plus execution coordination.Votes: 0GitHub stars: 3
- Project Supervisor OrchestratorUse when a multi-phase project needs planning, delegation, and progress control across agents.Votes: 0GitHub stars: 3
- Php ProUse when implementing php functionality with production-grade patterns and safeguards.Votes: 0GitHub stars: 3
- Payment IntegrationUse when payment integration expertise is needed to unblock implementation decisions.Votes: 0GitHub stars: 3
- Monorepo ArchitectUse when monorepo decisions involve architecture boundaries, integration tradeoffs, and scale planning.Votes: 0GitHub stars: 3
- Moc AgentUse when moc expertise is needed to unblock implementation decisions.Votes: 0GitHub stars: 3
- Metadata AgentUse when metadata expertise is needed to unblock implementation decisions.Votes: 0GitHub stars: 3