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Automation Audit OpsAgents & Orchestration100Evidence-first automation inventory and overlap audit workflow for ECC. Use when the user wants to know which jobs, hooks, connectors, MCP servers, or wrappers are live, broken, redundant, or missing before fixing anything.
Azdo Build Investigator (.NET)Infra, Ops & Workflow100
Investigate CI failures for dotnet/maui PRs and the nightly/official signed build — build errors, Helix test logs, and binlog analysis. Use when asked about failing checks, CI status, test failures, 'why is CI red', 'build failed', 'what's failing on PR', 'is this PR ready to merge', Helix failures, device test failures, or 'nightly is broken', 'nightly build failing', 'inflight feed stale', 'dogfood feed stopped updating', 'official build failed'.
Azure IA (Microsoft)Infra, Ops & Workflow100Use for Azure AI: Search, Speech, OpenAI, Document Intelligence. Helps with search, vector/hybrid search, speech-to-text, text-to-speech, transcription, OCR. WHEN: AI Search, query search, vector search, hybrid search, semantic search, speech-to-text, text-to-speech, transcribe, OCR, convert text to speech.
Azure Compliance (Microsoft)Auth & Sécurité100Run Azure compliance and security audits with azqr plus Key Vault expiration checks. Covers best-practice assessment, resource review, policy/compliance validation, and security posture checks. WHEN: compliance scan, security audit, BEFORE running azqr (compliance cli tool), Azure best practices, Key Vault expiration check, expired certificates, expiring secrets, orphaned resources, compliance assessment.
Azure Functions Upgrade (Microsoft)Agents & Orchestration100Upgrade Azure Functions project from in-process model to isolated worker model. Use when user wants to migrate Azure Functions from in-proc to isolated, upgrade Functions hosting model, or modernize Azure Functions projects.
Azure Kusto (Microsoft)Infra, Ops & Workflow100Query and analyze data in Azure Data Explorer (Kusto/ADX) using KQL for log analytics, telemetry, and time series analysis. WHEN: KQL queries, Kusto database queries, Azure Data Explorer, ADX clusters, log analytics, time series data, IoT telemetry, anomaly detection.
Azure Kusto Graph (Microsoft)Infra, Ops & Workflow100Build and query Kusto graphs from natural language. Covers transient graphs (make-graph), persistent graph models/snapshots, pattern matching (graph-match), shortest paths, connected components, and graph-to-table export. Generates the edges-first thinking: define edges, define node lookups, union, make-graph. WHEN: make-graph, graph-match, graph-shortest-paths, graph-to-table, graph-mark-components, persistent graph, graph model, graph snapshot, build a graph from data, find paths between nodes, pattern matching in graph, connected components, transient graph, Kusto graph, KQL graph.
Azure Kusto Irql (Microsoft)Infra, Ops & Workflow100Compose IRQL (Incident Response Query Language) queries for Kusto cybersecurity investigations. Translates natural language hunting questions into composable IRQL pipelines using Get_*, Extract_*, and Enrich_* functions. WHEN: IRQL query, security hunt, threat hunting KQL, incident response query, compose hunting pipeline, failed logins, phishing investigation, lateral movement, process execution, file creation events.
Azure Kusto Irql Graph (Microsoft)Infra, Ops & Workflow100Apply IRQL graph functions to KQL or IRQL query results for Kusto Explorer visualization. Generates Lift_To_Graph mappings and composes Graph_Render_View, Graph_Fold_By_Property, Extract_Node_*, Enrich_Node_*, and Enrich_Graph_* calls. Accepts a supplied query or limited basic natural-language source request; it is not a general natural-language-to-KQL/IRQL skill. WHEN: Lift_To_Graph, Graph_Render_View, Graph_Fold_By_Property, IRQL graph enrichment, graph mapping for existing query results, icon-decorated graph, fold graph nodes. Use azure-kusto-graph for native make-graph analysis, graph-match, shortest paths, components, or persistent graphs.
Azure Messaging (Microsoft)Infra, Ops & Workflow100Troubleshoot and resolve issues with Azure Messaging SDKs for Event Hubs and Service Bus. Covers connection failures, authentication errors, message processing issues, and SDK configuration problems. WHEN: event hub SDK error, service bus SDK issue, messaging connection failure, AMQP error, event processor host issue, message lock lost, message lock expired, lock renewal, lock renewal batch, send timeout, receiver disconnected, SDK troubleshooting, azure messaging SDK, event hub consumer, service bus queue issue, topic subscription error, enable logging event hub, service bus logging, eventhub python, servicebus java, eventhub javascript, servicebus dotnet, event hub checkpoint, event hub not receiving messages, service bus dead letter, batch processing lock, session lock expired, idle timeout, connection inactive, link detach, slow reconnect, session error, duplicate events, offset reset, receive batch.
Azure Migrate (Microsoft)Agents & Orchestration100Migrates applications to Azure cloud services by starting an app modernization migration session. Use when user wants to migrate to Azure, start Azure migration, get help migrating an application to Azure, see Azure migration options, or start app modernization for Azure. Triggers for "migrate to Azure", "Azure migration", "move to Azure", "cloud migration", and "app modernization" requests.
Azure Resource Lookup (Microsoft)Infra, Ops & Workflow100List, find, and show Azure resources across subscriptions or resource groups. Handles prompts like \"list the websites in my subscription\", \"list my web apps\", \"show my app services\", \"list virtual machines\", \"list my VMs\", \"show storage accounts\", \"find container apps\", and \"what resources do I have\". USE FOR: list websites, list web apps, list app services, show websites in subscription, resource inventory, find resources by tag, tag analysis, orphaned resource discovery (not for cost analysis), unattached disks, count resources by type, cross-subscription lookup, and Azure Resource Graph queries. DO NOT USE FOR: deploying/changing resources (use azure-deploy), cost optimization (use azure-cost), or non-Azure clouds.
Azure Storage (Microsoft)Infra, Ops & Workflow100Azure Storage Services including Blob Storage, File Shares, Queue Storage, Table Storage, and Data Lake. Answers questions about storage access tiers (hot, cool, cold, archive), when to use each tier, and tier comparison. Provides object storage, SMB file shares, async messaging, NoSQL key-value, and big data analytics. Includes lifecycle management. USE FOR: blob storage, file shares, queue storage, table storage, data lake, upload files, download blobs, storage accounts, access tiers, storage tiers, hot cool cold archive, storage tier comparison, when to use storage tiers, lifecycle management, Azure Storage concepts. DO NOT USE FOR: SQL databases, Cosmos DB (use azure-prepare), messaging with Event Hubs or Service Bus (use azure-messaging).
B2b Outreach Suite (Microsoft)Données & Recherche100A complete B2B sales outreach toolkit for agentic sales solutions. Use this skill whenever the user wants to research a prospect or build an account briefing, create cold emails or first-contact emails, LinkedIn/social DMs and connection messages, plan a follow-up sequence or outreach cadence, write B2B ad copy (social posts, ads, flyers, headlines, out-of-home), or needs to answer a prospect's objection (e.g. "no budget", "we already have a vendor", "too expensive", "send me some material"). Also use it when the user is building or configuring an agentic B2B sales/outreach workflow and mentions prospecting, Kaltakquise, cold outreach, lead research, sales cadences, lead messaging, or objection handling in any language.
Backend Skill (Alibaba)Backend & API100
Guide for adding a backend (Rust or Python) to the agent-sec-core security middleware. Use when creating new backends, integrating Rust or Python code into the security middleware, or extending with new backend actions.
Banner Design (NextLevelBuilder)Frontend & UI100Design banners for social media, ads, website heroes, creative assets, and print. Multiple art direction options with optional generated or supplied visuals. Actions: design, create, generate banner. Platforms: Facebook, Twitter/X, LinkedIn, YouTube, Instagram, Google Display, website hero, print. Styles: minimalist, gradient, bold typography, photo-based, illustrated, geometric, retro, glassmorphism, 3D, neon, duotone, editorial, collage.
Bant Analysis (Microsoft)Agents & Orchestration100Review BANT evidence for the top synthetic leads and surface missing qualification data.
Baoyu Infographic (Nous Research)Données & Recherche100Infographics: 21 layouts x 21 styles (信息图, 可视化).
Bench Analysis (Microsoft)Agents & Orchestration100Inventories fictional bench skills and carrying-cost scenarios.
Bench Regression (PyTorch)Données & Recherche100
Investigate a Helion benchmark dashboard regression (helionlang.com/dashboard) — find the cause and classify it. Auto-activate when the user reports a perf drop/spike on a dashboard platform (e.g. b200 cute) around a given date.
BenchmarkDonnées & Recherche100Measure performance baselines and detect regressions across browser Core Web Vitals (LCP, INP, CLS, page weight), API endpoint latency percentiles, and build/test feedback times, with before/after comparison stored in git-tracked .ecc/benchmarks JSON. Use when checking page speed, responding to 'it feels slow' reports, verifying launch performance targets, or comparing stack alternatives.
Benchmark MethodologyDonnées & Recherche100Score a scoped competitor set into comparable profile cards: nine weighted dimensions (positioning, voice, visual craft, offer packaging, evidence, enterprise-readiness, thought leadership, pricing, client tension) with 1-5 evidence-anchored rubrics and a tension 2x2 plot. Use when benchmarking or scoring competitors, building a competitive comparison matrix, or grading rival positioning before assembling the report; runs after competitive-platform-analysis and before competitive-report-structure.
Benchmark Optimization LoopDonnées & Recherche100Convert 'make it faster' requests into a bounded measured optimization loop — baseline first, generate one-hypothesis variants, benchmark each against a correctness gate, and promote the fastest safe variant with reproducible commands. Use when asked to speed something up, try many variants, run recursive optimization, benchmark latency/throughput/cost, or pick the best implementation by repeated measured tests.
Bet Sizer (Microsoft)Langages & Runtimes100Delivery-risk reviewer that sizes the investment a plan is asking for against the team's actual confidence that it will land, and names specifically what's most likely to make it slip or fail to ship at all. Hunts the plan that asks for a six-month bet with three-week confidence, or hides its biggest unknown behind a confident-sounding timeline. Sounds like a delivery lead who has watched too many "should be straightforward" estimates blow up on the one unknown nobody named out loud. Not a cost reviewer — a bet-sizing reviewer. A lens for any product checkpoint — plan, roadmap, or investment/sequencing decision. Use when: a timeline is stated with more confidence than the team actually has, a plan's riskiest unknown is buried in a status update instead of named up front, or nobody has said what would make this slip — any time the worry is "what's most likely to make this slip or fail to land, and is the investment sized to our confidence?"
Better Auth Security Best PracticesAuth & Sécurité100
Configure rate limiting, manage auth secrets, set up CSRF protection, define trusted origins, secure sessions and cookies, encrypt OAuth tokens, track IP addresses, and implement audit logging for Better Auth. Use when users need to secure their auth setup, prevent brute force attacks, or harden a Better Auth deployment.
Billing Summary (Microsoft)Produit & Go-to-market100Produces project and consultant rollups from the synthetic ledger.
Binary Size (PyTorch)Données & Recherche100
Analyze and reduce ExecuTorch binary size. Use when investigating binary size, running size tests, or optimizing the runtime for size-constrained deployments.
Binlog Analysis (.NET)Infra, Ops & Workflow100
Triage a build / compile / restore / WarnAsError failure from its MSBuild binary log. Fetches the binlog (a local build's, or a failed dotnet/fsharp Azure DevOps PR build's published artifact) and analyzes it live via the `binlog-mcp` MCP server — structured errors, root-cause diagnosis, and an MSBuild perf X-ray. NOT for test failures or CheckCodeFormatting: a build binlog has no errors there.
Binlog Failure Analysis (.NET) — Dotnet MsbuildAgents & Orchestration100
Analyze MSBuild binary logs to diagnose build failures. USE FOR: build errors that are unclear from console output, diagnosing cascading failures across multi-project builds, tracing MSBuild target execution order, and generally any MSBuild build issues. Requires an existing .binlog file. DO NOT USE FOR: generating binlogs (use binlog-generation), non-MSBuild build systems.
Binlog Generation (.NET)Agents & Orchestration100
Generate MSBuild binary logs (binlogs) for build diagnostics and analysis. USE FOR: adding /bl:{} to any dotnet build, test, pack, publish, or restore command to capture a full build execution trace, prerequisite for binlog-failure-analysis and build-perf-diagnostics skills, enabling post-build investigation of errors or performance. Requires MSBuild 17.8+ / .NET 8 SDK+ for {} placeholder; PowerShell must quote the complete switch as '-bl:{}'. DO NOT USE FOR: non-MSBuild build systems (npm, Maven, CMake), analyzing an existing binlog (use binlog-failure-analysis instead).
Binskim Analysis (.NET)Auth & Sécurité100
Investigate BinSkim SDL findings from official pipelines — understand Guardian filtering, compare raw vs merged SARIF, decode portal results, and determine fix ownership. Use when asked about SDL scan results, portal findings, Guardian filtering, rule meanings, or discrepancies between local and official results. Also use when asked "why does the portal show X", "what's filtered", "explain Guardian", "investigate SDL findings", "portal BA2008", "binskim failures in pipeline", or "what rules are required". DO NOT USE FOR: running BinSkim locally (use binskim-scan), source code analysis (use CodeQL), or credential scanning (use CredScan).
Binskim Scan (.NET)Auth & Sécurité100
Run BinSkim binary security analysis locally against a dotnet repository. Use when asked to scan binaries, check BinSkim compliance, verify a fix for a rule violation, or run a local SDL scan. Also use when asked "run binskim", "binary security scan", "scan binaries", "check binskim", "verify my fix", "repro BA2008 locally", or "verify BA2008 fix". DO NOT USE FOR: investigating official pipeline results or portal findings (use binskim-analysis), source code analysis (use CodeQL), credential scanning (use CredScan), or general build/test failures (use ci-analysis).
Blindspot (vinta)Agents & Orchestration100Use when the user asks for a blindspot pass or to find their unknown unknowns, or signals unfamiliarity with a domain, tool, or codebase area ("never used X", "first time doing Y", "no idea where to start", "don't know what I don't know") before working there. Maps the areas their request leaves unnamed, purpose and shape before mechanics, shows how people usually answer each and why, and asks which to explore next, so unknown unknowns become known unknowns they can prompt with. Recommendations on a tool already chosen belong to best-practices
Blog Content Auditor (Microsoft)Docs & Écriture100Use this skill when the user asks to audit, review, score, rationalise, prioritise, refresh, or improve blog posts, article libraries, newsletters, or thought-leadership content.
Blog Post Structure Pass (Microsoft)Docs & Écriture100Use this skill when the user asks to restructure, reorganise, improve, rewrite, tighten, or strengthen a blog post, article, newsletter, essay, or thought-leadership draft.
Bmad Advanced Elicitation (Alibaba)Agents & Orchestration100
Push the LLM to reconsider, refine, and improve its recent output. Use when user asks for deeper critique or mentions a known deeper critique method, e.g. socratic, first principles, pre-mortem, red team.
Bmad Agent Analyst (Alibaba)Agents & Orchestration100
Strategic business analyst and requirements expert. Use when the user asks to talk to Mary or requests the business analyst.
Bmad Agent Architect (Alibaba)Agents & Orchestration100
System architect and technical design leader. Use when the user asks to talk to Winston or requests the architect.
Bmad Agent Dev (Alibaba)Agents & Orchestration100
Senior software engineer for story execution and code implementation. Use when the user asks to talk to Amelia or requests the developer agent.