mcpbeat

Startup Perf

microsoft/startup-perf

Measures Aspire startup profiling with CLI self-profile capture and dashboard export traces.

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Install

one command, takes just this skill from the repository
npx skills add https://github.com/microsoft/aspire --skill startup-perf

The instruction itself

9 sections, as written by the author

Aspire Startup Profiling with OTEL

Use this skill when measuring, validating, or investigating Aspire startup performance with the CLI self-profile capture flow.

The workflow is the hidden CLI flag --capture-profile. It starts a private standalone dashboard collector, enables profiling-only OTEL instrumentation for the command and child AppHost processes, exports a trace archive, and then exits with the wrapped command's exit code.

Current Profiling Model

Profiling is opt-in and separate from reported telemetry:

  • Enable profiling with ASPIRE_PROFILING_ENABLED=true or 1.
  • CLI profiling spans use the Aspire.Cli.Profiling ActivitySource.
  • Hosting profiling spans use the Aspire.Hosting.Profiling ActivitySource.
  • DCP startup spans use the dcp.startup instrumentation scope when DCP emits startup telemetry.
  • Reported telemetry must not carry profiling session IDs, high-cardinality profiling tags, or profiling spans.

Prerequisites

Use an Aspire CLI build that contains --capture-profile. From a repo checkout:

./restore.sh
./dotnet.sh build src/Aspire.Cli/Aspire.Cli.csproj /p:SkipNativeBuild=true

Repo-local development builds discover the built managed dashboard from artifacts/bin/Aspire.Managed when ASPIRE_REPO_ROOT points at the checkout. Installed or bundled CLIs discover the dashboard from the bundle. Use ASPIRE_DASHBOARD_PATH / ASPIRE_MANAGED_PATH when profiling with a custom dashboard build.

Quick Start

Capture startup for an AppHost and exit automatically after startup:

./dotnet.sh exec artifacts/bin/Aspire.Cli/Debug/net10.0/aspire.dll run \
  --project tests/TestingAppHost1/TestingAppHost1.AppHost/TestingAppHost1.AppHost.csproj \
  --capture-profile \
  --capture-profile-output artifacts/tmp/startup-profile/profile.zip \
  --non-interactive

Capture any other Aspire command:

aspire ls \
  --capture-profile \
  --capture-profile-output artifacts/tmp/startup-profile/ls-profile.zip \
  --non-interactive

If --capture-profile-output is omitted, the CLI writes aspire-profile-<timestamp>-<session>.zip under the current working directory. For long-lived run and start, the CLI exits automatically after startup and waits for profiling data to settle before writing the export.

Self-Profile Options

| Option | Description |

| --- | --- |

| --capture-profile | Hidden recursive root option that enables self-profile capture for any Aspire command. |

| --capture-profile-output PATH | Output zip path. Relative paths are rooted at the current working directory. |

| --capture-profile-delay SECONDS | Optional warmup delay before stopping long-lived run/start commands. Defaults to 5 seconds so AppHost-side spans have time to flush before shutdown. Increase it when you intentionally want additional post-start resource activity in the capture. |

Output Artifacts

The capture writes a dashboard export zip containing:

| Path | Description |

| --- | --- |

| traces/profile.json | OTLP JSON trace export from the private dashboard collector. |

Inspect the export:

unzip -l artifacts/tmp/startup-profile/profile.zip
tmpdir="$(mktemp -d)"
unzip -q artifacts/tmp/startup-profile/profile.zip -d "$tmpdir"
jq -r '.resourceSpans[]?.scopeSpans[]?.scope.name' "$tmpdir/traces/profile.json" | sort | uniq -c
jq -r '.resourceSpans[]?.scopeSpans[]?.spans[]?.name' "$tmpdir/traces/profile.json" | sort | uniq -c

Expected startup captures include:

  • Aspire.Cli.Profiling spans such as aspire/cli/command, aspire/cli/run, dotnet process spans, backchannel connect spans, and dashboard URL retrieval.
  • Aspire.Hosting.Profiling spans such as DCP model work, resource creation, resource wait, and DCP resource observation.
  • dcp.startup spans when the DCP process emits startup telemetry and the scenario is configured to require them.

Comparing Before/After Changes

Prefer separate worktrees for baseline and feature measurements so branch switching does not disturb a dirty worktree.

# Baseline worktree
aspire run --project path/to/AppHost.csproj \
  --capture-profile \
  --capture-profile-output artifacts/tmp/startup-profile-baseline/profile.zip \
  --non-interactive

# Feature worktree
aspire run --project path/to/AppHost.csproj \
  --capture-profile \
  --capture-profile-output artifacts/tmp/startup-profile-feature/profile.zip \
  --non-interactive

Compare traces/profile.json span names, durations, operation IDs, process IDs, events, and trace correlation. For statistically meaningful wall-clock comparisons, run multiple iterations manually and keep the environment stable. The self-profile capture flow produces artifacts; it is not a statistical benchmark runner by itself.

Parallel captures are supported because each --capture-profile process allocates its own collector ports and profiling session ID. Always use distinct --capture-profile-output paths. If the profiled AppHost launch profile pins dashboard, resource-service, or application ports, those AppHost ports can still conflict across parallel worktrees; use an isolated/randomized profile or adjust the AppHost ports for parallel runs.

Instrumentation Guidance

Keep profiling APIs coarse-grained and profiling-specific:

  • Centralize raw Activity, activity names, tag names, and event names in the profiling telemetry type for the area (Aspire.Cli.Profiling or Aspire.Hosting.Profiling).
  • Do not expose one public/internal method per tag. Prefer operation/result-level methods that accept the data for a phase and set multiple tags/events internally.
  • Good API shape examples: start a dotnet process span with command, project, working directory, and options; record a process start result with started/process ID; record process completion with exit code and output counts; start a Kubernetes API span with operation/resource type; record retry details as one event method.
  • Call sites should describe the operation being profiled, not know tag/event names.
  • Do not add profiling tags/events to Activity.Current unless the current activity is known to be a profiling activity or profiling has explicitly wrapped it.
  • Keep high-cardinality data out of reported telemetry.

Common Issues

| Symptom | Cause | Fix |

| --- | --- | --- |

| The CLI bundle layout was found, but the dashboard binary (aspire-managed) is missing. | The CLI could not find a bundled, repo-local, or override dashboard binary. | Build the repo-local CLI, use an installed/bundled CLI, set ASPIRE_REPO_ROOT to the checkout, or set ASPIRE_DASHBOARD_PATH / ASPIRE_MANAGED_PATH to a custom managed dashboard build. |

| Self-profile export contains CLI spans but not Hosting spans | The AppHost did not run through a profiled startup path, or Hosting telemetry did not reach the collector. | Confirm aspire run or aspire start launched the expected AppHost and inspect traces/profile.json for Aspire.Hosting.Profiling. |

| No exported spans contained aspire.profiling.session_id | Profiling was not enabled or telemetry was not exported. | Confirm --capture-profile was parsed before -- and inspect traces/profile.json. |

| No profiling session contained correlated... spans | CLI/Hosting/DCP spans did not land in one correlated trace. | Inspect traces/profile.json for missing scopes or broken parent/trace IDs. |

How to use it

Copy the folder

Take microsoft/startup-perf from the repository into ~/.claude/skills for personal use, or into .claude/skills inside a project.

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