MCP 诊断
- 作者仓库星标 0
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- 领域
- AI 智能
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- Token 消耗评级
- 低消耗
- 接入复杂程度
- 需简单配置
- 是否需要外部 API Key
- 不需要
- 兼容的系统
- macOS
- 底层运行要求
- 无特殊要求
- 文件与系统权限
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- 只读
- 允许写入 / 修改
- Shell 执行
- 网络行为
- 仅限本地
- 安装命令数
- 26 条
档案由构建时根据 SKILL.md 与安装命令自动衍生,可能与作者实际意图存在差异。
需要注意: 未限定 allowed-tools,默认拥有全部工具权限。
---
name: flutter-mcp-toolkit-debug
description: Diagnose problems in a running Flutter app — read logs, evaluate Dart expressions, interpret err…
category: AI 智能
runtime: 无特殊运行时
---
# flutter-mcp-toolkit-debug 输出预览
## PART A: 任务判断
- 适用问题:提示词、Agent 工作流、模型评估或自动化推理。
- 输入要求:目标材料、限制条件、期望输出和验收方式。
- 证据边界:围绕“When to use / Triage flow / Tool reference”读取原文规则,不把推断写成作者承诺。
## PART B: 执行结果
- **01** 任务判断:确认你的需求是否属于提示词、Agent 工作流、模型评估或自动化推理,并标出输入、限制和预期结果。
- **02** 执行计划:优先按“When to use / Triage flow / Tool reference”拆成步骤,说明每一步会读取什么、修改什么、产出什么。
- **03** 交付结果:给出可复制的命令、文件改动、检查清单或内容草稿,并说明如何继续迭代。
- **04** 风险边界:结合 读取文件、写入/修改文件、执行终端命令、主要在本地完成、通常不需要额外 API Key 给出执行前确认项。
## Running Rules
- 读取文件、写入/修改文件、执行终端命令;主要在本地完成;通常不需要额外 API Key。
- 先小样例验证,再放大到真实任务。
- 交付时同时给结果、检查口径和下一步迭代建议。 原文没有稳定的斜杠命令要求。安装验证后通常全局生效,直接在对话里点名这个 Skill 并描述任务即可。
告诉 Agent 目标文件或材料、期望结果、不可改范围、是否允许联网或执行命令。本 Skill 的权限画像是:读取文件、写入/修改文件、执行终端命令。
先用一个小任务确认它会围绕“When to use / Triage flow / Tool reference”工作;涉及文件或命令时,先看 diff、日志、预览或测试结果。
检查最终产物是否包含明确结果、必要证据和下一步动作;如果输出泛泛而谈,就补充输入、边界和验收标准后重跑。
---
name: flutter-mcp-toolkit-debug
description: Diagnose problems in a running Flutter app — read logs, evaluate Dart expressions, interpret err…
category: AI 智能
source: tomevault-io/skills-registry
---
# flutter-mcp-toolkit-debug
## 什么时候使用
- 把 AI / Agent方向的常用动作沉淀成 Agent 可调用的技能 适合处理AI Agent、提示词、模型评估与自动化推理,核心价值是把输入、判断、执行、验证和交付边界固定下来,避免 Agent 泛泛回答。 把任务拆成可执行、可检查…
- 面向提示词、Agent 工作流、模型评估或自动化推理,优先处理能明确输入、步骤和验收标准的工作。
## 需要提供什么
- 目标材料、目录范围、期望结果和不可改动内容。
- 是否允许联网、执行命令、读写文件或调用外部服务。
## 执行规则
- 围绕「When to use / Triage flow / Tool reference」组织步骤,不把推断写成作者事实。
- 读取文件、写入/修改文件、执行终端命令;主要在本地完成;通常不需要额外 API Key。
- 先跑小样例,确认结果可检查后再扩大任务范围。
## 输出要求
- 给出最终产物、关键证据、验证方式和下一步动作。
- 信息不足时标记 unknown,不编造命令、平台或依赖。 作者原文负责流程事实;仓库文件负责来源和命令;流狐只补充适用场景、限制和质量判断。
skill "flutter-mcp-toolkit-debug" {
输入层 -> 用户目标 + 目标文件 + 禁止范围 + 验收标准
上下文层 -> When to use / Triage flow / Tool reference
规则层 -> SKILL.md 触发条件 / 执行顺序 / 输出格式
运行层 -> 无特殊运行时 | 读取文件、写入/修改文件、执行终端命令 | 主要在本地完成
安全层 -> 通常不需要额外 API Key + 小任务验证 + diff / 日志复核
输出层 -> 可复制结果 + 检查清单 + 下一步迭代
} When to use
Use this skill when something broke and you need to understand why:
- A tool call returned an error envelope (
ok: false). - The app behaves unexpectedly and you need runtime log output.
- You need to inspect live app state without changing it (read
AgentState.instance.value). - A prior
controlaction (tap, hot_reload, navigate) completed without error but the result is wrong.
Do NOT use this skill for:
- Reading what is currently on screen — use
flutter-mcp-toolkit-inspect. - The toolkit itself failing to connect — load
flutter-mcp-toolkit-setup.
Triage flow
- Error envelope returned? Read
error.codefirst, thenerror.descriptor.retryable. Look the code up in the Error envelope playbook below. - Retryable error? Run
flutter-mcp-toolkit doctor --json. If doctor fails, loadflutter-mcp-toolkit-setup. - Need log output? Call
get_recent_logswithcount: 100and a level filter. Look for stack traces or assertion messages near the timestamp of the failure. - Need live state? Call
evaluate_dart_expressionwith a targeted expression (e.g.MyBloc.instance.state.toString()). Do this after logs, not instead of them. - Chaining with inspect? Order:
semantic_snapshot→evaluate_dart_expression→get_recent_logs. Snapshot gives you the current widget tree before expression evaluation mutates nothing; logs give trailing context. - Multiple targets? If
connection_selection_required, calldiscover_debug_apps, pick thetargetId, then passconnection: {targetId: "..."}to every subsequent call.
Tool reference
get_recent_logs
Retrieve recent print() and debugPrint() output from the running app's main isolate.
count• integer • optional, default: 50 — number of log lines to return.connection• object • optional — connection override; required when multiple debug apps are running.
get_recent_logs(count: 100)
get_recent_logs(count: 50, connection: {targetId: "ws://127.0.0.1:8181/<token>/ws"})
Returns: {"logs": ["[INFO] page loaded", "[ERROR] assertion failed: ..."], "count": 50}
Read-only; no code executed. Returns only lines buffered since last app start or hot restart. On failure see getRecentLogsFailed in the playbook.
evaluate_dart_expression
Evaluate a Dart expression in the running app's main isolate and return its string representation.
expression• string • required — Dart expression (e.g."MyClass.instance.counter").connection• object • optional — connection override.
evaluate_dart_expression(expression: "Navigator.of(context).canPop()")
evaluate_dart_expression(expression: "AgentState.instance.value.toString()")
Returns: {"result": "42"} — always a string-serialized value. Executes arbitrary code in the live isolate — avoid side-effecting expressions. Debug mode only. On failure see evaluateExpressionFailed in the playbook.
Connect / multi-app flows
When discover_debug_apps returns more than one entry (or any call returns connection_selection_required):
- Call
discover_debug_apps()— readtargets[*].targetIdfor each running app. - Identify the target by port or hostname.
- Call
connect_debug_app(connection: {targetId: "ws://127.0.0.1:<port>/<token>/ws"})to pin the session. - Pass the same
connectionobject to every subsequent tool call for the session.
Connection override pattern — pass connection on any call:
get_recent_logs(count: 50, connection: {targetId: "ws://127.0.0.1:8182/<token>/ws"})
evaluate_dart_expression(expression: "x.toString()", connection: {targetId: "ws://127.0.0.1:8182/<token>/ws"})
If the target changes (app restarted, port shifted), re-run discover_debug_apps to get the new targetId. Stale URIs return connect_failed.
Error envelope playbook
Every failure returns {code, message, details, descriptor, recovery}. Always read error.descriptor (not the top-level envelope) for retryable and exitCode. Run error.recovery.fix_command directly when provided.
unexpectedExecutorError (unexpected_executor_error)
Means: unhandled exception in the command executor. Causes: bug in the server; unexpected nil; unrecoverable VM state. Recovery:
flutter-mcp-toolkit doctor --json- If doctor passes, retry once; if it recurs, file a bug with
error.details.
connectFailed (connect_failed)
Means: connection to the VM Service WebSocket failed. Causes: wrong port, stale token, app not running. Recovery:
flutter-mcp-toolkit exec --name get_vm --args '{"connection":{"uri":"ws://127.0.0.1:8181/<token>/ws"}}'- Get the exact URI from
app.debugPort.wsUriin Flutter output.
vmNotConnected (vm_not_connected)
Means: a VM-dependent command was called before a connection was established. Recovery:
flutter-mcp-toolkit exec --name status --args '{}'- Then
flutter-mcp-toolkit doctor --json.
connectionSelectionRequired (connection_selection_required)
Means: multiple debug targets exist; an explicit target is required. Causes: more than one Flutter app running in debug mode simultaneously. Recovery:
flutter-mcp-toolkit exec --name discover_debug_apps --args '{}'- Pick the correct
targetIdfromdetails.availableTargets. - Retry the original call with
connection: {targetId: "<chosen_id>"}.
discoverDebugAppsFailed (discover_debug_apps_failed)
Means: discovery scan of local VM Service ports failed.
Recovery: flutter-mcp-toolkit doctor --json
getVmFailed (get_vm_failed)
Means: get_vm RPC to the VM Service failed.
Recovery: flutter-mcp-toolkit doctor --json
getExtensionRpcsFailed (get_extension_rpcs_failed)
Means: listing registered extension RPCs failed.
Recovery: flutter-mcp-toolkit doctor --json
hotReloadFailed (hot_reload_failed)
Means: hot reload was rejected by the Dart compiler or VM. Causes: compile error in changed files; isolate in bad state. Recovery:
flutter-mcp-toolkit exec --name get_app_errors --args '{}'- Fix the compile error, then retry.
hotRestartFailed (hot_restart_failed)
Means: full hot restart failed.
Recovery: flutter-mcp-toolkit doctor --json — if VM is unreachable, restart the app manually.
getActivePortsFailed (get_active_ports_failed)
Means: scan for active debug ports failed.
Recovery: flutter-mcp-toolkit doctor --json
getAppErrorsFailed (get_app_errors_failed)
Means: retrieving app errors from the toolkit bridge failed.
Recovery: flutter-mcp-toolkit doctor --json
getScreenshotsFailed (get_screenshots_failed)
Means: screenshot capture failed (wrong mode, host window not available, Simulator window race, etc.). Recovery:
flutter-mcp-toolkit doctor --json— checkvisual_capture_permission_deniedseparately.- For MCP /
exec, retryget_screenshotsorcapture_ui_snapshotwithscreenshotMode: flutter_layerwhendesktop_windowor host capture is flaky (macOS unfocused window, iOS Simulator). - For
validate-runtime, aflutter_layerretry runs automatically after a failed hostdesktop_windowattempt; readdata.summary.captureFallbackUsedin the result envelope.
visualCapturePermissionDenied (visual_capture_permission_denied)
Means: macOS Screen Recording permission is not granted. Recovery:
flutter-mcp-toolkit permissions request --kind visual_capture- Or open System Settings → Privacy & Security → Screen Recording.
visualCaptureUnsupported (visual_capture_unsupported)
Means: visual capture is not supported on this platform or capture mode. Not retryable.
Recovery: flutter-mcp-toolkit permissions status && flutter-mcp-toolkit doctor --json
getViewDetailsFailed (get_view_details_failed)
Means: retrieving FlutterView dimensions failed.
Recovery: flutter-mcp-toolkit doctor --json
debugDumpFailed (debug_dump_failed)
Means: a VM debug-dump RPC (render tree, semantics, layers) failed.
Recovery: flutter-mcp-toolkit doctor --json
dynamicRegistryDisabled (dynamic_registry_disabled)
Means: a dynamic tool/resource call was made but the dynamic registry is disabled. Not retryable.
Recovery: flutter-mcp-toolkit --dynamics exec --name status --args '{}' — pass --dynamics flag to enable.
dynamicRegistryListFailed (dynamic_registry_list_failed)
Means: listing dynamic tools/resources from the registry failed.
Recovery: flutter-mcp-toolkit doctor --json
missingToolName (missing_tool_name)
Means: a dynamic tool call was made without providing a tool name. Not retryable.
Recovery: include tool_name parameter in the call; flutter-mcp-toolkit schema --name fmt_client_tool.
dynamicToolFailed (dynamic_tool_failed)
Means: invocation of a dynamic tool failed.
Recovery: flutter-mcp-toolkit doctor --json
missingResourceUri (missing_resource_uri)
Means: a dynamic resource read was called without a URI. Not retryable.
Recovery: include uri parameter; flutter-mcp-toolkit schema --name fmt_client_resource.
dynamicResourceFailed (dynamic_resource_failed)
Means: reading a dynamic resource failed.
Recovery: flutter-mcp-toolkit doctor --json
sessionManagerNotConfigured (session_manager_not_configured)
Means: a session command was called but no session manager is wired. Not retryable.
Recovery: flutter-mcp-toolkit doctor --json — server config issue; reload flutter-mcp-toolkit-setup.
sessionNotFound (session_not_found)
Means: the requested session ID does not exist. Not retryable. Recovery: list active sessions; start a new session before referencing it.
invalidCommand (invalid_command)
Means: command name or argument schema is invalid. Not retryable.
Recovery: flutter-mcp-toolkit schema --name <command_name>
stateStoreReadFailed (state_store_read_failed)
Means: reading from persistent state store failed.
Recovery: flutter-mcp-toolkit doctor --json — check filesystem permissions on state directory.
stateStoreWriteFailed (state_store_write_failed)
Means: writing to persistent state store failed.
Recovery: flutter-mcp-toolkit doctor --json — check disk space and permissions.
stateLockTimeout (state_lock_timeout)
Means: acquiring the state lock timed out (concurrent agent contention). Causes: another agent or CLI call holds the lock; deadlock. Recovery: wait and retry; if recurring, kill other agent processes holding the lock.
stateLockConflict (state_lock_conflict)
Means: a conflicting state lock was detected. Causes: parallel agents writing simultaneously. Recovery: serialise calls; retry after the conflicting operation completes.
diagnoseFailed (diagnose_failed)
Means: the composite diagnose command failed.
Recovery: flutter-mcp-toolkit doctor --json
explainErrorsFailed (explain_errors_failed)
Means: the error-explanation command failed.
Recovery: flutter-mcp-toolkit doctor --json
unsupportedSummaryProvider (unsupported_summary_provider)
Means: an unrecognised summary provider was requested. Not retryable.
Recovery: flutter-mcp-toolkit schema --name diagnose — check allowed provider values.
snapshotNotFound (snapshot_not_found)
Means: the referenced snapshot ID does not exist. Not retryable.
Recovery: flutter-mcp-toolkit snapshot create --name <snapshot_id> --args '{}'
snapshotInvalid (snapshot_invalid)
Means: snapshot payload is malformed or fails validation. Not retryable. Recovery: recreate the snapshot; do not reuse corrupted files.
staleSnapshot (stale_snapshot)
Means: the provided snapshotId no longer matches the current app state.
Causes: a hot reload or interaction changed the widget tree after the snapshot was taken.
Recovery:
evaluate_dart_expression(expression: "true")— verify app is reachable.semantic_snapshot()— obtain a fresh snapshot ID, then retry the original call.
bundleBuildFailed (bundle_build_failed)
Means: bundle creation or publish failed.
Recovery: flutter-mcp-toolkit doctor --json — check build artefacts and output path.
writeBlocked (write_blocked)
Means: a write was blocked because --no-overwrite is set and the target already exists. Not retryable.
Recovery: retry without --no-overwrite, or choose a different --output/--name.
doctorCriticalFailed (doctor_critical_failed)
Means: one or more critical doctor checks failed.
Recovery: flutter-mcp-toolkit doctor --json — read checks[*] where status: "fail" and critical: true; load flutter-mcp-toolkit-setup.
interactionFailed (interaction_failed)
Means: a tap/scroll/swipe/drag/long_press/enter_text call failed.
Causes: stale ref; widget not visible or not interactive; toolkit bridge not initialized.
Recovery:
semantic_snapshot()— get fresh refs.- Retry with the new ref.
semanticSnapshotFailed (semantic_snapshot_failed)
Means: semantic_snapshot execution failed.
Recovery: flutter-mcp-toolkit doctor --json — verify MCPToolkitBinding.initialize() is called.
evaluateExpressionFailed (evaluate_expression_failed)
Means: evaluate_dart_expression execution failed.
Causes: expression syntax error; exception thrown at runtime; isolate not reachable.
Recovery: simplify the expression; check syntax; flutter-mcp-toolkit doctor --json.
getRecentLogsFailed (get_recent_logs_failed)
Means: get_recent_logs retrieval failed.
Recovery: flutter-mcp-toolkit doctor --json — verify toolkit is initialized.
waitTimeout (wait_timeout)
Means: wait_for predicate did not match before timeoutMs elapsed.
Causes: predicate condition never becomes true; app state does not change; timeoutMs too short.
Recovery:
semantic_snapshot()— verify the expected widget state.- Increase
timeoutMsor adjust the predicate.
waitForFailed (wait_for_failed)
Means: wait_for execution failed (malformed predicate or toolkit error).
Recovery: flutter-mcp-toolkit schema --name wait_for
pressKeyFailed (press_key_failed)
Means: press_key execution failed.
Recovery: flutter-mcp-toolkit schema --name press_key
handleDialogFailed (handle_dialog_failed)
Means: handle_dialog (dismiss/accept dialog) execution failed.
Causes: no dialog present; dialog already dismissed.
Recovery: semantic_snapshot() — verify a dialog is visible before calling.
navigateFailed (navigate_failed)
Means: navigate push/pop/popUntil failed.
Recovery: flutter-mcp-toolkit schema --name navigate
navigatorNotRegistered (navigator_not_registered)
Means: navigate was called but the app did not register a GlobalKey<NavigatorState>. Not retryable.
Causes: MCPToolkitBinding.instance.navigatorKey was never set in the host app.
Recovery: assign MCPToolkitBinding.instance.navigatorKey = navigatorKey in the app's main.dart and hot restart.
fillFormFailed (fill_form_failed)
Means: fill_form orchestration failed (transport or per-field error).
Recovery: flutter-mcp-toolkit schema --name fill_form
hoverFailed (hover_failed)
Means: hover execution failed.
Recovery: flutter-mcp-toolkit doctor --json
unknown (unknown_error)
Means: fallback for any unrecognised error code.
Recovery: flutter-mcp-toolkit doctor --json — inspect error.details for raw cause.
Source: Arenukvern/mcp_flutter — distributed by TomeVault.
先判断是否适合
作者设计意图
作者的方法与取舍
边界和复核