Diagnose and fix under-parallelized MSBuild builds. USE WHEN a multi-project solution build is slower than expected, doesn't speed up when you add cores, pegs a single core while others idle, or you want to know why `-m` isn't helping. Note: `/maxcpucount` default is 1 (sequential) — always pass `-m` for parallel builds. Covers finding the critical path (longest serial ProjectReference chain), graph build (`/graph`), BuildInParallel, and solution filters (`.slnf`). DO NOT USE FOR: single-project builds, incremental issues (use incremental-build), compilation slowness inside one project (use build-perf-diagnostics), non-MSBuild build systems.
npx skills add https://github.com/dotnet/skills --skill build-parallelism
Work this checklist in order — it targets the usual root cause (a serial
dependency chain that no number of cores can parallelize):
dotnet build -m /bl:{}(PowerShell: dotnet build -m -bl:{{}}). -m with no number uses all logical
processors; without -m MSBuild runs a single node (sequential).
node timeline. If total build time ≈ the sum of the projects on one
dependency chain, that chain — not CPU count — is the bottleneck.
Core → Api → Web → Tests. A long serialchain stays serial no matter how large -m is, because each project waits on
its predecessor.
ProjectReference edges that lengthen the chain — areference that only needs build order (not the output assembly), or one that
could be a PackageReference, forces serialization it doesn't need.
build concurrently, and consider /graph for better scheduling.
/maxcpucount (or -m): number of worker nodes (processes)-m for parallel builds-m without a number = use all logical processorsperformancesummary and check Project Performance Summary — shows per-project time; grep for node.*assigned to check scheduling/graph)dotnet build /graph or msbuild /graph<ProjectReference> (no programmatic MSBuild task references)<ProjectReference> — each adds to the dependency chain<ProjectReference ... SkipGetTargetFrameworkProperties="true"> to avoid extra evaluations<ProjectReference ... ReferenceOutputAssembly="false"> for build-order-only dependenciessolution filters (.slnf) to build subsets of the solution<MSBuild Projects="@(ProjectsToBuild)" BuildInParallel="true" /> in custom targetsBuildInParallel="true", MSBuild task batches projects sequentially/maxcpucount > 1 for this to have effectIMultiThreadableTask can run on multiple threads[MSBuildMultiThreadableTask]Use the binlog MCP server (Microsoft.AITools.BinlogMcp, exposed under the binlog MCP namespace):
Step-by-step:
dotnet msbuild build.binlog -noconlog -fl -flp:v=diag;logfile=full.log;performancesummaryfull.loggrep 'Target Performance Summary' -A 30 full.log → find the bottleneck targets-m in CI (many CI runners have multiple cores)dotnet build /graph works well with structured CI pipelinesIntegration with protocols.io API for managing scientific protocols. This skill should be used when working with protocols.io to search, create, update, or publish protocols; manage protocol steps and materials; handle discussions and comments; organize workspaces; upload and manage files; or integrate protocols.io functionality into workflows. Applicable for protocol discovery, collaborative protocol development, experiment tracking, lab protocol management, and scientific documentation.
Analyzes job descriptions and generates tailored resumes that highlight relevant experience, skills, and achievements to maximize interview chances
Generate Excalidraw diagrams from natural language descriptions. Use when asked to "create a diagram", "make a flowchart", "visualize a process", "draw a system architecture", "create a mind map", or "generate an Excalidraw file". Supports flowcharts, relationship diagrams, mind maps, and system architecture diagrams. Outputs .excalidraw JSON files that can be opened directly in Excalidraw.
Build and distribute Expo development clients locally or via TestFlight
Use when you have a written implementation plan to execute in a separate session with review checkpoints
Data structure for annotated matrices in single-cell analysis. Use when working with .h5ad files or integrating with the scverse ecosystem. This is the data format skill—for analysis workflows use scanpy; for probabilistic models use scvi-tools; for population-scale queries use cellxgene-census.
Benchling R&D platform integration. Access registry (DNA, proteins), inventory, ELN entries, workflows via API, build Benchling Apps, query Data Warehouse, for lab data management automation.
Comprehensive molecular biology toolkit. Use for sequence manipulation, file parsing (FASTA/GenBank/PDB), phylogenetics, and programmatic NCBI/PubMed access (Bio.Entrez). Best for batch processing, custom bioinformatics pipelines, BLAST automation. For quick lookups use gget; for multi-service integration use bioservices.
Take dotnet/build-parallelism from the repository into ~/.claude/skills for personal
use, or into .claude/skills inside a project.
The agent identifies a skill by the name field in its header. Two skills with the
same name cannot sit side by side — one of them will be ignored.