Detects and diagnoses chunk-evaluation timing bugs in the Vite/rolldown production build of react-ui (works-in-dev / broken-in-build i18n regressions, missing UI labels, module-scope t() anti-patterns). Use when editing react-ui, ui-components, shared, vite.config.ts, package.json sideEffects, or i18n setup; or when a…
Assess Azure governance maturity for Digital Natives and startups. Detects the most common anti-patterns from the "Digital Natives on Azure" series: incomplete Service Health alerts, flat subscription topology without Management Groups, excessive RBAC (everyone is Owner), missing budget alerts, no Managed Identity…
Assess security, reliability, and cost posture of Azure OpenAI and Microsoft Foundry deployments. Detects critical anti-patterns: API keys instead of Managed Identity, public endpoints without firewall, disabled content filtering, missing diagnostic settings, deprecated model versions, over-provisioned PTU, absence of…
Use to inventory and risk-classify every API key and user-managed service-account key across all accessible GCP projects. READ-ONLY — does not mutate cloud state. Use standalone, or as Phase 1a of the gcp-ironclad driver.
Use to set up Google Cloud hard spend caps (Public Preview, July 2026) with guided discovery, sizing, and post-creation verification. Spend caps are console-only — this skill prepares everything, walks you through the one manual step, and verifies the result. GUIDED — runs only read-only commands. Triggers on "set up…
Audits an existing codebase against its Jackson concept model (spec drift, boundaries, criteria, composition, dependencies). Use this skill whenever the user asks to audit a concept model, 概念审计, or mentions jackson-concept-audit; read-only.
Models or reviews requirements as Jackson concepts defined by Purpose, OP, State, and Actions, then composes them with Syncs. Use this skill whenever the user asks to discuss requirements, review a concept model, or mentions 概念设计 / 概念建模; stop at model confirmation without producing PRD or code.
Declares module boundaries as colocated CONCEPT/PIPELINE/SYNCS specs and detects spec-code drift. Use whenever the user asks for wyx, architecture guardrails, concept specs, coverage audits, drift detection, pipeline invariants, sync maps, or ARCHITECTURE.md(中文:架构护栏、概念规格、规格漂移、模块边界)。.
Audit and optimize Databricks account, workspace, SQL warehouse, Apps, Jobs, pipeline, and service-principal costs. Use when investigating a Databricks cost spike, explaining DBU or list-cost drivers, identifying expensive users or workloads, proposing fast savings, assessing the workloads and user impacts of changes…
Guide for using FinFocus CLI to analyze cloud infrastructure costs. Use when running projected or actual cost commands, interpreting cost output, configuring Pulumi integration, working with budgets and recommendations, filtering resources, or understanding cost data flows. Triggers on: "run cost analysis", "projected…
Guide for building FinFocus cost plugins using the pluginsdk and gRPC protocol. Use when creating a new plugin, implementing CostSourceService methods, setting up plugin scaffolding, debugging plugin communication, understanding the plugin lifecycle, or working with the recorder reference plugin. Triggers on: "create…
Configure and debug FinFocus intelligent plugin routing. Use when setting up multi-plugin routing, configuring priority and fallback rules, writing pattern matching for resource types, testing route selection, or debugging why a plugin isn't receiving cost queries. Triggers on: "configure routing", "plugin priority"…
Find and quantify CI/cron and cloud-spend waste. Audit repos, run read-only provider billing checks, preview or apply CI auto-fixes, and render a monthly cost digest.
Use when creating or extending Costory dashboards, generating interesting FinOps overviews (suggestgroupby + suggestusagemetrics + text widgets), adding or replacing widgets, copying widgets between dashboards, editing dashboardContext (global filter / period / groupBy) via updatedashboard, or applying shared-context…
Use when exploring Costory cost, usage, metric, formula, budget, or external-metric data with the query tool — scope vs split (filterCel / groupBy), explorer PoP comparison, CEL discovery, unit economics, budgets. Not for one-shot "what changed last month" change trees — those use recipes explain-period-change /…
Use when creating, previewing, updating, scheduling, or exploring Costory reports. Route by intent: scheduled Slack/Teams/email sharing (Schedule — ask before build) vs explain last-month cost with preview-first DIGEST (Explain — chat preview required; not query+compare). Workflows are named, never lettered. DIGEST AI…
Contextual awareness tool that automatically detects when a developer needs cloud cost verification, security scanning, or API validation — and surfaces the right IntegrityPulse tool with one-click install.