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Design the renewal-risk workflow and save-play triggers from a health tier plus renewal proximity: the risk = proximity × engagement rule, the renewal watchlist surface, the trigger-to-play mapping, the expand/maintain/recover decision, and the…
原文语言：英语
Design and implement an Intercom-style card / "tile" UI — discrete soft-shadowed rounded surfaces on a calm monochromatic canvas, in a multi-pane (navigation-rail + content) layout, with a single restrained accent used only as hairlines, outlines, and…
原文语言：英语
Surface knowledge-file staleness across all plugins as a Structured Output block. Wraps the `knowledge-health.py` script — sweeps `plugins/*/knowledge/**.md`, groups files by bucket (stale / due_soon / untracked / fresh), and returns a remediation queue. Used…
原文语言：英语
Stand up the predictive plan of record — a project charter (objective, success criteria, sponsor, high-level scope, assumptions/constraints), a scope statement + WBS decomposed to single-owner work packages, and the scope/schedule/cost baseline that change…
原文语言：英语
Build or refresh a decision-grade RAID register — risks framed cause→event→consequence and scored against a stated rubric (qualitative probability×impact, quantified/EMV where the stakes justify it), each with a response and a single owner; plus issue triage,…
原文语言：英语
Plan a sprint from a backlog — set a single sprint goal, size the commitment to demonstrated capacity (not aspiration), attach acceptance criteria + a single owner to every committed item, and make carry-over explicit. Reach for this when a team is starting a…
原文语言：英语
Package delivery + risk data into audience-ready communication — a narrative-first status (RAG that explains itself and never contradicts the numbers), a steering-committee pack, and an escalation memo that is a decision request. Reach for this for recurring…
原文语言：英语
Consult the unverified scenarios bank (`plugins/<plugin>/scenarios/*.md`) before answering plugin-domain questions. Glob + tag-filter + recency-weight, surface top 2-3 with mandatory unverified-scenario preamble ("Based on N unverified scenarios from YYYY-MM…
原文语言：英语
Make a REST API safe and correct to expose as a Microsoft 365 Copilot API plugin — lay out the four files (app manifest + plugin manifest + OpenAPI + adaptive cards), verify the plugin-manifest↔OpenAPI `operationId` mapping both ways, respect the…
原文语言：英语
Build the golden-prompt regression set + pre-publish evaluation gate for a Microsoft 365 Copilot agent — author representative + adversarial prompts, check grounding accuracy and citation correctness, stress the declarative-agent hard limits (50/25/4096/45s,…
原文语言：英语
Design a Microsoft 365 Copilot (Graph) connector schema — choose synced vs federated (MCP), declare property attributes (searchable/queryable/retrievable), apply the mandatory semantic-label map (title/url/createdBy/...), ingest ACLs for per-user trimming,…
原文语言：英语
Author and review a Microsoft 365 Copilot declarative-agent manifest — pin the schema version (v1.7), keep instructions within the ~8,000-char budget, declare only the needed capabilities, write scope-demonstrating conversation starters, wire API actions, and…
原文语言：英语
Remediate Microsoft 365 oversharing BEFORE enabling Copilot — assess the blast radius, then run the sequence (RCD/RSS reach-reduction → Purview sensitivity labels + DLP-for-Copilot → site/permission cleanup → enable), framing RSS/RCD as reach-reduction and…
原文语言：英语
Build Bulk API 2.0 ingest and query jobs for high-volume data movement. Use when loading or extracting large datasets over the REST Bulk API rather than row-by-row.
原文语言：英语
A safe data-load runbook — sandbox-first, backup, dedup, and verify — for any bulk data operation. Use before loading, updating, or deleting production data at volume.
原文语言：英语
Stand up a 2GP + DevOps Center release pipeline — packaging, dependency-ordered deploy, test gate, and promotion across environments. Use when designing or running a Salesforce release process.
原文语言：英语
Curated, applied prompt-pattern catalog used across this marketplace — decision-tree traversal pre-action prior, alternate-methods-before-blocked, Structured Output Protocol `
原文语言：英语
Command review (the Thing) — the opt-in command-review tribunal that votes ALLOW/EDIT/DENY on shell commands (and ALLOW/DENY on file edits) a comfort-posture category is set to review. Read this when wiring, debugging, or explaining the tribunal: the…
原文语言：英语
Implement a Fluent UI v9 + React website end-to-end — set up FluentProvider, turn a brand color into a BrandVariants ramp and light/dark/high-contrast themes (createLightTheme / createDarkTheme), wire design tokens, style with Griffel makeStyles, handle…
原文语言：英语
Use when building, deploying, or using PowerApps Component Framework (PCF) controls. Covers field controls and dataset controls, React virtual controls, control lifecycle, manifest configuration, solution packaging, and deployment. Triggers on: "pcf", "custom…
原文语言：英语
Auto-discover the consumer's environment posture by probing installed CLIs (pac / az / aws / gcloud / gh) with read-only commands at session start, decoding JWTs for role/scope claims, and assembling a draft `.ravenclaude/environment-context.md` for…
原文语言：英语
Pick the right hypothesis test for a described scenario by traversing the test-selection decision tree (data type →
原文语言：英语
Analyze a completed A/B test or experiment defensibly — check it against the pre-registered plan, run the primary-metric test, report effect size + CI (not just p), check guardrail metrics, apply a multiple-comparison correction across metrics/segments, and…
原文语言：英语
Compute or advise the sample size an experiment needs BEFORE it launches — from α (0.05), power (0.80), and a minimum detectable effect (MDE) — or compute the power/MDE a fixed sample can achieve. Prevents the underpowered-study pitfall and is the…
原文语言：英语
Review or design a regression model or a time-series forecast so it's defensible — pick the model family (OLS / logistic / Poisson GLM; ARIMA / SARIMAX / ETS), check the assumptions that matter for that family, report honest prediction/confidence intervals,…
原文语言：英语
Decide whether a dashboard metric movement, comparison, or trend is signal or noise — and annotate it honestly (significance, confidence interval, "not enough data yet"). The interop seam with data-platform — invoked by `data-platform/dashboard-builder` when…
原文语言：英语
Compare cloud databases (Supabase, Neon, RDS, Azure SQL, Fabric, DuckDB, MotherDuck, Snowflake, Databricks, Turso) for an SMB consulting engagement — pricing tables with retrieval dates, setup-complexity matrix, when-to-pick guidance. Used by…
原文语言：英语
Scaffold Cube semantic-layer schemas with mandatory `securityContext` baked in for multi-tenant customer-facing dashboards. Includes measure/dimension patterns, pre-aggregation hints, view-level partner-facing query surface, and the cross-boundary denial…
原文语言：英语
Tune interactive-dashboard performance against a per-widget-class budget — Cube pre-aggregation design, Postgres / DuckDB materialized views, cache layers (Cube + Redis + browser TanStack Query), the per-widget profile loop (measure → identify the slow stage…
原文语言：英语
Design data-quality tests that catch real bugs — uniqueness / not-null / referential integrity / freshness / row-count drift / value-range / cross-source reconciliation. dbt-test mechanics for each, severity tiers (error vs warn), the…
原文语言：英语
Scaffold a dbt project that ships — sources → staging → intermediate → marts → metrics layer discipline, generic + custom tests, doc-blocks for every model, exposure tracking, RLS-safe role separation (build-role vs query-role), CI shape (`dbt build` on PR),…
原文语言：英语
Configure CSP `frame-ancestors`, iframe `sandbox` attributes, postMessage origin checks, and web-component shadow-DOM boundaries for embedded dashboards. Invoked by `ravenclaude-core/security-reviewer` when a diff touches embed-auth flow; generated alongside…
原文语言：英语
Canonical 2026 JWT-embed flow for dashboard embedding — required claims (`sub`, `tenant_id`, `iat`, `exp`, `iss`, `aud`, `nonce`), tool-specific verification (Superset guest tokens, Metabase JWT URLs, Cube Authorization Bearer, Power BI MSAL-via-AAD), 5-15…
原文语言：英语
Migrate a single-tenant database / dashboard stack to multi-tenant — `tenant_id` column propagation + backfill, RLS / semantic-layer scope rules introduced post-hoc, JWT-claim shape migration, embed-token cutover plan with parallel + backout window, and the…
原文语言：英语
Author Postgres Row Level Security policies (force-on, CI-deployed, denial-tested) for multi-tenant dashboards. Encodes the closeness-to-data invariant — tenant isolation at the closest-to-data layer the viewer's token cannot influence. Covers Postgres RLS +…
原文语言：英语
Select a dashboard-engagement stack via the Case A/B/C/D Mermaid decision tree (Portfolio / Per-client / Productized SaaS / Pipes-only) — surfaces the per-viewer-pricing-trap heuristic, recognizes the EdTech LMS connector-gap, returns a populated…
原文语言：英语
Design and maintain a partner health score that actually predicts renewal / churn for EdTech partners. Signal selection, weighting, half-life / decay, red-flag triggers, and threshold-to-play mapping. Reach for this skill when designing a new score,…
原文语言：英语
Compose a Quarterly Business Review end-to-end — data pull plan, narrative arc, deck outline, talk track, post-QBR commitment tracker. Reach for this skill 1–2 weeks before a QBR is scheduled, OR after a QBR to convert in-meeting promises into a tracked plan.
原文语言：英语
Author a 30/60/90 day or quarterly success plan for an EdTech partner that has measurable success criteria, named owners, and a defensible cadence. Reach for this skill when onboarding a new partner OR when refreshing a quarterly plan after a renewal /…
原文语言：英语
Compose narrative-first board / investor / lender reporting packs — section sequencing, KPI selection, executive-summary patterns. Numbers don't ship without commentary. Used by `board-pack-composer` (primary).
原文语言：英语