AGENT SKILL

aspire-orchestration

**WORKFLOW SKILL** — Manage Aspire lifecycle in VS Code or the CLI. WHEN: "start or stop my Aspire app", "aspire_apphost_start", "aspire_apphost_stop", "notEditorOwned", "ambiguousSession", "aspire start", "aspire stop", "aspire wait", resource restart, file-lock errors (MSB3491 or CS2012), port conflicts, git worktrees, "--isolated", "aspire update --self", "aspire update --migrate", "aspire describe --include-hidden", "aspire stop --force", "aspire stop --force --volumes", integration discovery, default watch, or hot reload. INVOKES: VS Code lifecycle tools first when exposed; Aspire CLI for readiness, inspection, resource operations, isolated worktree starts, and allowed fallbacks. DO NOT USE FOR: deploy/publish/destroy (aspire-deployment), logs/traces/metrics (aspire-monitoring), terminal authoring/attach/tapes (aspire-terminals), or AppHost code and resource wiring (aspireify). FOR SINGLE OPERATIONS: Load the matching editor tool first; follow exact-target, worktree-isolation, and stop-result rules.

License 许可
MIT
最近更新
2026-11-11
Stars
★ 94
Forks
12

01 前言 Front Matter

name
aspire-orchestration
license
MIT
metadata
{ "author": "Microsoft", "version": "0.0.5" }
description
**WORKFLOW SKILL** — Manage Aspire lifecycle in VS Code or the CLI. WHEN: "start or stop my Aspire app", "aspire_apphost_start", "aspire_apphost_stop", "notEditorOwned", "ambiguousSession", "aspire start", "aspire stop", "aspire wait", resource restart, file-lock errors (MSB3491 or CS2012), port conflicts, git worktrees, "--isolated", "aspire update --self", "aspire update --migrate", "aspire describe --include-hidden", "aspire stop --force", "aspire stop --force --volumes", integration discovery, default watch, or hot reload. INVOKES: VS Code lifecycle tools first when exposed; Aspire CLI for readiness, inspection, resource operations, isolated worktree starts, and allowed fallbacks. DO NOT USE FOR: deploy/publish/destroy (aspire-deployment), logs/traces/metrics (aspire-monitoring), terminal authoring/attach/tapes (aspire-terminals), or AppHost code and resource wiring (aspireify). FOR SINGLE OPERATIONS: Load the matching editor tool first; follow exact-target, worktree-isolation, and stop-result rules.

02 资源文件 7

03 SKILL.md 正文

Aspire Orchestration

MANDATORY COMPLIANCE — This skill prevents agent self-harm in Aspire projects. Violating these rules causes file locks, orphaned processes, and user frustration (#15801).

Prerequisites

Requirement Install
.NET 10.0 SDK https://dotnet.microsoft.com/download
Aspire CLI (curl/PowerShell) curl -sSL https://aspire.dev/install.sh | bash
Aspire CLI (npm) npm install -g @microsoft/aspire-cli
Aspire CLI (NativeAOT global tool, .NET 10) dotnet tool install -g Aspire.Cli

Use the installation method owned by the user's environment. npm, Nix, Homebrew, WinGet, mise, and the install scripts are supported alongside the NativeAOT .NET global tool.

Detection

Activate when ANY signal is present:

Signal How to Detect Confidence
C# AppHost .csproj containing Aspire.AppHost.Sdk ✅ Definitive
File-based C# AppHost apphost.cs or .cs file with #:sdk Aspire.AppHost.Sdk ✅ Definitive
TypeScript AppHost Current apphost.mts or legacy apphost.ts file in project ✅ Definitive
Aspire config aspire.config.json in project root High
Aspire settings .aspire/ directory present High
Generated TS modules .aspire/modules/ directory present High
Service defaults <IsAspireSharedProject>true or a *.ServiceDefaults.csproj project reference Medium

See detection.md for detailed fingerprinting.

VS Code AppHost Lifecycle

When the agent host exposes aspire_apphost_start or aspire_apphost_stop, use the matching tool before running aspire start or aspire stop in a terminal, except when starting from a git worktree requires --isolated and the tool cannot request it. If the tool is listed as deferred, load its contract with the host's tool-discovery mechanism first; do not treat an unloaded deferred tool as unavailable.

Pass the exact selected appHostPath discovered by Aspire to editor lifecycle tools. In a multi-root workspace, that tool contract may require a selector such as repo-a~1/MyApp.AppHost/MyApp.AppHost.csproj.

The CLI --apphost flag does not understand that selector namespace. Before any CLI start/stop fallback, resolve the selected AppHost to its actual filesystem project path and pass that path to --apphost; never copy a multi-root selector verbatim. That CLI project path may be workspace-relative (MyApp.AppHost/MyApp.AppHost.csproj) or absolute (/workspaces/repo-a/MyApp.AppHost/MyApp.AppHost.csproj or C:\workspaces\repo-a\MyApp.AppHost\MyApp.AppHost.csproj); use the current platform's native path syntax. If several AppHosts are discovered and the user's target is unclear, ask which one to use instead of guessing, invoking the tool for every AppHost, or issuing an unscoped CLI command.

If the selected appHostPath is already a normal workspace-relative project path such as MyApp.AppHost/MyApp.AppHost.csproj, reuse it unchanged for CLI fallbacks; do not convert it to an absolute path just for the CLI.

An unclear target is a hard stop. Ask one clarifying question and wait for the user to name an AppHost. Do not call a lifecycle tool or terminal command until the target is resolved, and do not offer commands that bypass this gate. Stop multiple AppHosts only when the user explicitly requests all of them.

For starts, call aspire_apphost_start with mode run and the exact selected appHostPath unless the user explicitly asks to attach a debugger. In a git worktree, the editor tool does not currently request Aspire's isolated state. Resolve the selected AppHost to its filesystem path and use aspire start --non-interactive --isolated --apphost <filesystem-path> instead.

run mode has no debugger attached, but it still has an editor-owned Aspire session that aspire_apphost_stop can stop. After a stop call, follow this result matrix exactly:

Tool result Next action CLI stop allowed?
stopped or notRunning Report the result; take no further stop action No
alreadyStopping, controller editor Report that the editor stop is already in progress; take no further stop action No
alreadyStarting, controller editor Retry aspire_apphost_stop once; if it repeats, report that startup is still in progress and take no further stop action No
notEditorOwned, controller external If the user requested that exact AppHost be stopped, resolve it to its filesystem path and run aspire stop --non-interactive --apphost <filesystem-path> Yes
failed, controller unknown Retry aspire_apphost_stop once; if the same result repeats, use the same exact-target CLI command above Only after the retry
ambiguousSession Stop nothing and have the user disambiguate in the editor Never
Any other refusal or failure Resolve or report that result; do not change mechanisms No

The rows are mutually exclusive. Act only on the current result; do not offer a command from another row as a speculative future workaround. Re-evaluate only after a new tool result is returned.

ambiguousSession is a terminal safety refusal. Do not run or offer a CLI fallback, and do not ask whether the user wants one. User confirmation cannot make an ambiguous editor session safe to terminate from the CLI.

Use direct Aspire CLI lifecycle commands only when the matching editor tool is unavailable, for isolated worktree starts, or for a stop result explicitly marked as allowed above. When a CLI fallback is allowed, keep the target exact by resolving the selected AppHost to its filesystem path first.

Safety Guardrails

Situation ✅ ALWAYS Do ❌ NEVER Do
Start an Aspire app aspire_apphost_start with mode run and the exact selected appHostPath when available; in a git worktree, use aspire start --non-interactive --isolated --apphost <filesystem-path> even when aspire_apphost_start is available dotnet run on AppHost
Wait for resource ready aspire wait <resource> curl / HTTP polling loops
Code changed in a resource Prefer resource commands, runtime watch/HMR, dashboard actions, or IDE-managed debugging dotnet build against locked files
Task complete aspire_apphost_stop with the exact selected appHostPath when available; follow its result matrix Use an unapproved CLI fallback
Check running AppHosts aspire ps Manual process inspection
Check resource status aspire describe aspire ps --resources (removed in 13.5)
Remove persistent resources Confirm the exact AppHost and that its persistent resource instances will be removed before aspire stop --force --apphost <filesystem-path>; explain that --force alone preserves persistent volumes Combining --force with --all, or using it for an ordinary stop
Delete Aspire-owned volumes Aspire CLI 13.6+ only. After explicit approval naming the exact AppHost and accepting that every named volume Aspire created and owns for it is deleted, which can span several databases and caches: aspire stop --force --volumes --apphost <filesystem-path> Adding --volumes to routine shutdown, lock recovery, or a single-resource fix without approval for that broader data scope
Working in git worktree aspire start --non-interactive --isolated --apphost <filesystem-path> aspire_apphost_start when it cannot request isolation
Running from AI agent Load available lifecycle tools first; resolve CLI --apphost fallbacks to <filesystem-path>; add --non-interactive Assuming interactive terminal
Editing unfamiliar API aspire docs search <topic> then aspire docs api search <query> for API reference Guessing API shape
C# AppHost API inspection Use dotnet-inspect skill (if available) for local symbols Guessing overloads or builder chains
Adding custom dashboard/resource commands aspire docs search "custom resource commands" first Inventing WithCommand patterns without docs
Installing Aspire support Use aspire add or aspire init dotnet workload install aspire (obsolete)

See safety-guardrails.md for detailed rules and recovery patterns.

Default Workflow

  1. Confirm workspace is Aspire — identify the AppHost
  2. If the workspace is a git worktree, resolve the selected AppHost to a filesystem project path and use aspire start --non-interactive --isolated --apphost <filesystem-path> even when aspire_apphost_start is available, because the editor tool cannot request isolation. Otherwise, start with aspire_apphost_start in mode run using the exact selected appHostPath when available; if that tool is unavailable, resolve the selected AppHost to a filesystem project path and use aspire start --non-interactive --apphost <filesystem-path>
  3. aspire wait <resource> before interacting with any resource
  4. aspire describe to inspect state, then work
  5. If AppHost code changed, restart through the same lifecycle routing; if only one resource changed, prefer the resource's commands/watch/HMR/debug workflow
  6. Stop with aspire_apphost_stop using the exact selected appHostPath when available; use aspire stop --non-interactive --apphost <filesystem-path> only for the documented fallback outcomes

Quick Reference

Task Command
Start app (agents) Git worktree: aspire start --non-interactive --isolated --apphost <filesystem-path> even if aspire_apphost_start is available, because the tool cannot request isolation. Otherwise: aspire_apphost_start (mode run, exact selected appHostPath); CLI fallback when the tool is unavailable: aspire start --non-interactive --apphost <filesystem-path>
Start app (human) aspire run (foreground, dashboard)
Stop app aspire_apphost_stop (exact selected appHostPath); result-matrix fallback: aspire stop --non-interactive --apphost <filesystem-path>
Wait for resource aspire wait <resource>
List running AppHosts aspire ps
Check resource status aspire describe
Show hidden resources (proxies, helpers, migrations) aspire describe --include-hidden
Resource operation aspire resource <resource-name> <command> such as stop, start, or rebuild when exposed
Discover resource commands aspire resource <resource-name> --help
Terminal discovery, attach or tape playback Invoke aspire-terminals; lifecycle/readiness remain here
Create new project aspire new aspire-starter
Add Aspire to existing aspire init (then hand off to aspireify skill for wiring)
Add integration aspire add <package>
Discover integrations aspire integration list --format Json / aspire integration search <query> --format Json
Upgrade the CLI itself aspire update --self (managed installs may print the npm/.NET/Nix update command)
Update project package refs aspire update --yes --non-interactive after approval
Migrate legacy TypeScript entry point Explain that package references, config, tsconfig, imports, and the entry point all change; after approval for the package update and migration, run aspire update --migrate --yes --non-interactive
Restore generated files aspire restore
Environment maintenance aspire cache clear, aspire certs trust, aspire certs clean
Diagnose environment aspire doctor
Machine-readable output --format Json (supported: ps, describe, start)
Look up API reference aspire docs api search <query> --language csharp|typescript
Browse API entries aspire docs api list <scope>
Get API detail aspire docs api get <id>

Error Handling

Symptom Cause Action
File lock errors during build (MSB3491, CS2012) Aspire is running and holds locks on bin/, obj/, and assemblies. Stop the AppHost through the lifecycle routing above, then rebuild or restart it. Do NOT conclude the project has a permanent build failure.
"Port already in use" Previous instance running Stop, then restart through the lifecycle routing above
Resource not found App not started or name wrong Use aspire ps to find the AppHost, then aspire describe to check resources
Build errors in resource Code error, not Aspire issue Fix code, then use resource commands/watch/HMR/debug workflow or restart through the lifecycle routing if AppHost code changed
Environment issues Missing SDK or tools aspire doctor to diagnose
JSON parse failure from aspire start Mixed human/JSON output (#15843) Strip non-JSON lines before parsing
aspire ps hangs AppHost on breakpoint (#15576) Use timeout, check AppHost process
aspire agent init fails Non-interactive terminal (#16264) Run from standard terminal
Docker daemon unavailable Container-backed resources fail to start Start Docker Desktop, then restart through the lifecycle routing above
Multiple AppHosts detected Wrong AppHost targeted Use --apphost <filesystem-path> to specify explicitly

? File-Lock Recovery (MSB3491 / CS2012) — Always Stop the AppHost First

When a build fails with error MSB3491: Could not write to output file ... or error CS2012: Cannot open ... for writing, the project itself is healthy — Aspire is running and holding file locks on the resource's output assemblies. The recovery is always the same:

Resolve the exact AppHost and call aspire_apphost_stop first when available. If a CLI fallback is permitted, resolve the selected AppHost to its filesystem path before using the commands below; ambiguousSession and all other no-fallback results end the recovery attempt.

# ✅ CLI stop only after the result matrix permits fallback
aspire stop --non-interactive --apphost <filesystem-path>  # release the locks
# ... then either rebuild / restart one resource if the resource exposes commands ...
aspire resource <name> rebuild   # example: C# project resource with rebuild command
# ... or restart the whole AppHost through aspire_apphost_start. If unavailable:
aspire start --non-interactive --apphost <filesystem-path>
# In a git worktree:
aspire start --non-interactive --isolated --apphost <filesystem-path>
❌ NEVER do ✅ ALWAYS do
Tell the user the project has a permanent build failure Recognize the lock as Aspire holding outputs and stop the AppHost through lifecycle routing
dotnet build again with locks held Stop the AppHost first, then dotnet build (or prefer resource commands/watch/HMR/debug workflow)
Delete bin/ / obj/ to "fix" the lock Stop the AppHost; deletion may succeed but the next build relocks
pkill dotnet or kill <PID> to free locks Use the editor stop tool or exact-target CLI fallback for clean shutdown
Tell the user to "reboot" or "restart your machine" Stop the AppHost through lifecycle routing
Add --force or --volumes to release locks Use an ordinary exact-target stop; lock recovery never needs persistent-resource or volume cleanup

The same rule applies to any "file in use", "cannot access the file", or "another process is using" error during a build of an Aspire-managed resource.

Handoff Rules

Scenario Route To
AppHost wiring after aspire init (scan repo, add resources, ServiceDefaults/OTel) → aspireify skill (aspireify/SKILL.md) or project-local .agents/skills/aspireify/SKILL.md
Browser logs (Aspire.Hosting.Browsers / WithBrowserLogs()) and dashboard authoring → aspireify skill (code edits) and aspire-monitoring (discovery)
Custom resource commands, arguments, or nonterminal interactions (WithCommand, CommandOptions.Arguments, IInteractionService) → aspireify skill
Terminal commands, prompts, dock/headless sessions, REPLs, WithTerminal, attach or tapes → aspire-terminals skill
Lifecycle hooks (SubscribeBeforeStart, SubscribeAfterResourcesCreated, BeforeStart pipeline phase) → aspireify skill
Endpoint authoring (WithEndpoint updates, ExcludeReferenceEndpoint flag) → aspireify skill
Deploy, publish, pipeline steps, aspire destroy → aspire-deployment skill
Logs, traces, metrics, dashboard, aspire dashboard run → aspire-monitoring skill
Deployed app diagnostics → azure-diagnostics skill (azure-skills)

Runtime Settings And Environment

Variable Default Purpose
ASPIRE_ENABLE_CONTAINER_TUNNEL true Container tunnel provides uniform host connectivity across Docker Desktop, Docker Engine, and Podman. Set to false to opt out.
ASPIRE_ENVIRONMENT unset Selects the environment-specific config profile — controls which appsettings.{environment}.json is loaded and which environment is reported in dashboard telemetry.
ASPIRE_DCP_USE_DEVELOPER_CERTIFICATE true The Aspire trusted developer certificate is used by DCP on Windows. Set to false to opt out.
features.defaultWatchEnabled false unless configured Enables Aspire default watch for supported C# and TypeScript AppHosts. Do not treat this as per-resource rebuild, restart, or hot reload for resource source changes.

TypeScript AppHost Note

Detection covers current apphost.mts and legacy apphost.ts, but all TS AppHost authoring is delegated to aspireify. The CLI-driven legacy migration is project maintenance owned by this orchestration skill, not authoring. Explain that it also updates Aspire packages, config, tsconfig, and imports; offer aspire update --migrate --yes --non-interactive only after approval for the full change, then hand back to aspireify only if source authoring remains. Current rules to apply when handing off:

Rule Why
Prefer unified withEnvironment(name, value) over deprecated per-kind helpers (withEnvironmentEndpoint, withEnvironmentParameter, withEnvironmentConnectionString, withEnvironmentExpression, withEnvironmentFromOutput, withEnvironmentFromKeyVaultSecret) Per-kind helpers are deprecated — single API now handles all value types
Never edit .aspire/modules/ directly Generated; use aspire add <package> to regenerate and aspire restore to recover missing files
Use aspire docs api search <query> --language typescript for API lookup TS surface differs from C#

Skill Routing — In-Plugin Sibling Skills

After aspire init drops a skeleton AppHost + aspire.config.json, route AppHost wiring (scan repo → propose resource graph → edit AppHost → wire Aspire.ServiceDefaults / OTel → validate via aspire start) to the in-plugin aspireify skill: aspireify/SKILL.md. For first-run flows that only need the skeleton drop, see the in-plugin aspire-init skill: aspire-init/SKILL.md. This orchestration skill stays focused on lifecycle (start/stop/wait/restart) and never edits AppHost code itself.

Project-Local Skill Precedence

If .agents/skills/aspire/SKILL.md exists (from aspire agent init), defer to it for: C# AppHost editing, TS AppHost editing, Playwright handoff, investigation workflows. Safety guardrails from this plugin ALWAYS apply.

If .agents/skills/aspireify/SKILL.md exists project-locally (installed by aspire init in current Aspire), warn the user that a project-local aspireify skill is present and defer to it for AppHost wiring instead of the in-plugin sibling. Same precedence rule as the project-local aspire skill above: project-local wins, plugin guardrails still apply.

References

04 同仓库更多 Skills

microsoft
microsoft/aspire-skills

aspire-terminals

**WORKFLOW SKILL** - Author and automate Aspire terminals. USE FOR: WithTerminal, withTerminal, TerminalService, TerminalLaunchOptions, docked terminals, terminal prompts, PromptTerminalAsync, TerminalPlacement, AspireTerminalKey, WithRepl, withRepl, aspire terminal ps/attach/tape play, VHS tapes for Aspire, or terminal screen/input automation. DO NOT USE FOR: generic shell commands, ordinary AppHost resource wiring (aspireify), start/stop/wait (aspire-orchestration), logs/traces or browser telemetry (aspire-monitoring), deployment (aspire-deployment), or nonterminal Interaction Service prompts (aspireify). INVOKES: Aspire docs/API lookup, AppHost edits, Aspire terminal CLI; aspire-orchestration for lifecycle validation. FOR SINGLE OPERATIONS: Choose the terminal owner and lifetime first, then read the matching reference.

开发工程师Skill与智能体开发
★ 94
microsoft
microsoft/aspire-skills

aspireify

**WORKFLOW SKILL** - Wire Aspire AppHosts or repair TypeScript AppHost toolchains. Scans the repo, proposes a resource graph, edits C#, file-based C#, or TypeScript AppHosts, wires ServiceDefaults + OTel, validates with `aspire start`, then stops. USE FOR: wire/scaffold AppHost, add Postgres/Redis/Rabbit/Mongo, connect frontend to API, after `aspire init`, AddNextJsApp, AddViteApp, WithBrowserLogs, Interaction Service, command arguments, apphost.cs, apphost.mts, unified withEnvironment, .aspire/modules refusal, config/secrets, TS dependency restore, pnpm/yarn/bun, or Yarn Classic. DO NOT USE FOR: skeleton drop (aspire-init), lifecycle-only start/stop/wait/restart or `aspire update --migrate` (aspire-orchestration), publish/deploy/destroy (aspire-deployment), logs/traces (aspire-monitoring), terminal authoring or automation (aspire-terminals). INVOKES: aspire CLI, AppHost source edits, ServiceDefaults wiring. FOR SINGLE OPERATIONS: Run `aspire add PACKAGE` directly for a one-off integration.

开发工程师前端开发Skill与智能体开发
★ 94
microsoft
microsoft/aspire-skills

aspire

**WORKFLOW SKILL** - Aspire router. Detects AppHosts, enforces guardrails, and selects the right sub-skill. USE FOR: Aspire AppHost, Aspire CLI, distributed app, cloud-native .NET, aspire start/stop/resource/deploy/destroy/publish/init/new/add/wait/describe/ps/logs/otel, aspire agent init, WithBrowserLogs, WithTerminal, TerminalService, terminal prompts, WithRepl, tapes, Interaction Service, apphost.mts, TS package managers, Yarn Classic, custom resource commands, .aspire/modules recovery, ProjectResource to DotnetProjectResource migration, or Playwright URL discovery. DO NOT USE FOR: non-Aspire projects or ordinary build/test tasks. INVOKES: aspire-init, aspireify, aspire-project-v2-migration, aspire-orchestration, aspire-deployment, aspire-monitoring, aspire-terminals. FOR SINGLE OPERATIONS: Route directly to the matching sub-skill.

测试与质量Skill与智能体开发
★ 94
microsoft
microsoft/aspire-skills

aspire-terminals

**WORKFLOW SKILL** - Author and automate Aspire terminals. USE FOR: WithTerminal, withTerminal, TerminalService, TerminalLaunchOptions, docked terminals, terminal prompts, PromptTerminalAsync, TerminalPlacement, AspireTerminalKey, WithRepl, withRepl, aspire terminal ps/attach/tape play, VHS tapes for Aspire, or terminal screen/input automation. DO NOT USE FOR: generic shell commands, ordinary AppHost resource wiring (aspireify), start/stop/wait (aspire-orchestration), logs/traces or browser telemetry (aspire-monitoring), deployment (aspire-deployment), or nonterminal Interaction Service prompts (aspireify). INVOKES: Aspire docs/API lookup, AppHost edits, Aspire terminal CLI; aspire-orchestration for lifecycle validation. FOR SINGLE OPERATIONS: Choose the terminal owner and lifetime first, then read the matching reference.

开发工程师Skill与智能体开发
★ 94
microsoft
microsoft/aspire-skills

aspire-project-v2-migration

**WORKFLOW SKILL** - Safely migrates eligible Aspire 13.6+ AppHosts from legacy ProjectResource APIs to experimental DotnetProjectResource APIs after a per-resource assessment and explicit approval of exact edits. USE FOR: assess or migrate existing AddProject, addProject, AddCSharpApp, addCSharpApp, or AddBlazorGateway resources to Project v2; migrate ProjectResource to DotnetProjectResource; clean up the resulting obsolete AppHost ProjectReference edges. DO NOT USE FOR: upgrading Aspire versions, creating/wiring a new AppHost, Azure Functions migration, generic source modernization, ordinary C# resource wiring or adding a new AddProject resource (use aspireify), publishing, or build/lifecycle diagnostics. INVOKES: Aspire docs/API lookup, aspire add/restore/start/wait, AppHost and package edits. FOR SINGLE OPERATIONS: Assess first; never edit from a generic migration request alone.

Skill与智能体开发
★ 94
microsoft
microsoft/aspire-skills

aspire-orchestration

**WORKFLOW SKILL** — Manage Aspire lifecycle in VS Code or the CLI. WHEN: "start or stop my Aspire app", "aspire_apphost_start", "aspire_apphost_stop", "notEditorOwned", "ambiguousSession", "aspire start", "aspire stop", "aspire wait", resource restart, file-lock errors (MSB3491 or CS2012), port conflicts, git worktrees, "--isolated", "aspire update --self", "aspire update --migrate", "aspire describe --include-hidden", "aspire stop --force", "aspire stop --force --volumes", integration discovery, default watch, or hot reload. INVOKES: VS Code lifecycle tools first when exposed; Aspire CLI for readiness, inspection, resource operations, isolated worktree starts, and allowed fallbacks. DO NOT USE FOR: deploy/publish/destroy (aspire-deployment), logs/traces/metrics (aspire-monitoring), terminal authoring/attach/tapes (aspire-terminals), or AppHost code and resource wiring (aspireify). FOR SINGLE OPERATIONS: Load the matching editor tool first; follow exact-target, worktree-isolation, and stop-result rules.

开发工程师Skill与智能体开发
★ 94