[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill-jetbrains-debugging-code":3,"mdc--qbnpo6-key":39,"related-org-jetbrains-debugging-code":1453,"related-repo-jetbrains-debugging-code":1580},{"slug":4,"name":4,"fn":5,"description":6,"org":7,"tags":11,"stars":28,"repoUrl":29,"updatedAt":30,"license":31,"forks":32,"topics":33,"repo":34,"sourceUrl":37,"mdContent":38},"debugging-code","perform runtime root-cause analysis","Use for debugger-driven runtime root-cause analysis in Rider-supported solutions and projects, including .NET\u002FC#, F#, VB, C++, Unity, Unreal Engine, and other GameDev or mixed-language projects. Trigger when runtime state or control-flow evidence is needed — actual values, branch taken, call order, thread context, whether execution reaches a chosen line — and cannot be derived confidently from source or logs; when pinning the relevant path would otherwise mean reading many files or tracing a deep call chain; or on an explicit request to debug, set breakpoints, step, or inspect runtime values. Do not use for compile-time or syntax errors, source-obvious bugs, failures already pinpointed by logs\u002Ftests, or code merely named debug\u002FDebugger.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":9},"jetbrains","JetBrains","https:\u002F\u002Fpexgzepcugksgbtrxkhf.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Forg-logos\u002Fjetbrains.png",[12,16,19,22,25],{"name":13,"slug":14,"type":15},".NET","net","tag",{"name":17,"slug":18,"type":15},"C#","c",{"name":20,"slug":21,"type":15},"Engineering","engineering",{"name":23,"slug":24,"type":15},"Code Analysis","code-analysis",{"name":26,"slug":27,"type":15},"Debugging","debugging",252,"https:\u002F\u002Fgithub.com\u002FJetBrains\u002Fskills","2026-07-13T06:40:32.866062",null,17,[],{"repoUrl":29,"stars":28,"forks":32,"topics":35,"description":36},[],"Curated agent skills collection verified by JetBrains","https:\u002F\u002Fgithub.com\u002FJetBrains\u002Fskills\u002Ftree\u002FHEAD\u002Fdebugging-code","---\nname: debugging-code\ndescription: Use for debugger-driven runtime root-cause analysis in Rider-supported solutions and projects, including .NET\u002FC#, F#, VB, C++, Unity, Unreal Engine, and other GameDev or mixed-language projects. Trigger when runtime state or control-flow evidence is needed — actual values, branch taken, call order, thread context, whether execution reaches a chosen line — and cannot be derived confidently from source or logs; when pinning the relevant path would otherwise mean reading many files or tracing a deep call chain; or on an explicit request to debug, set breakpoints, step, or inspect runtime values. Do not use for compile-time or syntax errors, source-obvious bugs, failures already pinpointed by logs\u002Ftests, or code merely named debug\u002FDebugger.\nallowed-tools: execute_tool\nmetadata:\n  author: JetBrains\n---\n\n# Code Debugging\n\nDebugger-first runtime root-cause analysis for solutions opened in Rider, including C#, C++, F#, VB, Unreal Engine, and other GameDev projects.\n\nInvoke every tool through `execute_tool(command=\"\u003Ctool> --arg value ...\")`. Do not call the underlying handles directly. Read `reference\u002Ftools.md` only for the specific tool you are about to call; do not pre-load the whole tree.\n\n## Goal\nUse debugger evidence to answer concrete runtime questions when static code reading is not enough, or to confirm ideas or results from static analysis — including whether execution reaches or does not reach an agent-selected code location via a breakpoint or tracepoint.\n\n## When To Use This Skill\nUse this skill when at least one of the following is true:\n- runtime state or control-flow evidence is needed (actual values, branch taken, call order, thread context, or whether execution reaches a chosen location), and it cannot be derived confidently from source\u002Flogs;\n- finding the relevant path would otherwise require reading many files or tracing a long call chain manually;\n- the user explicitly asks to use the debugger (breakpoints, stepping, inspect values, debugger session).\n\nIf the user manually activates or refers to this skill, treat that as an explicit request to launch and use the debugger when the required tools are available; do not reduce it to a conceptual discussion.\n\nSkip the debugger when any of these holds (use static analysis or log inspection):\n- a compile-time \u002F syntax error is visible in source or in the build output;\n- the cause is visible without running the code (typo, wrong overload, obvious null-receiver, wrong argument count);\n- a single-file logic bug with all state visible at source level;\n- a failing test message or log already pinpoints the offending line and value.\n\n## Disambiguation\nIf the codebase domain contains debug-related concepts, reason explicitly about whether the user is talking about their code or actually asking you to launch the debugger. Do not treat identifiers, features, flags, or log categories named `debug`\u002F`Debugger` — including `System.Diagnostics.Debug` or a `Debug` build configuration — as a debugger request by default.\n\n## Activation Gate (tool availability)\nUse this skill only when the debugger MCP tools are available in the current session. Minimum required set:\n- `xdebug_set_breakpoint`\n- `xdebug_start_debugger_session`\n- `xdebug_control_session`\n- `xdebug_get_stack`\n- at least one value tool: `xdebug_get_frame_values`, `xdebug_get_value_by_path`, or `xdebug_evaluate_expression`\n- `get_run_configurations`\n\nIf this minimum set is not available: state the blocker explicitly, do not force a debugger workflow, and switch to the best fallback. All tools are documented in [reference\u002Ftools.md](reference\u002Ftools.md).\n\n## Initial Triage Before Debugging\nStart with minimal static triage (error text, stack trace, nearby source). Start debugger work when one of these is true: static analysis leaves multiple plausible runtime hypotheses; deciding between them requires concrete runtime values or exact control flow; stepping through the code is cheaper than reading a large cross-file path; or the user explicitly requested debugger actions.\n\nBefore starting a new run, assess whether a current relevant session can be reused. Set the first breakpoint early and collect concrete evidence before making runtime-behavior changes.\n\n## Mandatory Runtime Evidence\nBefore code edits for runtime-behavior issues (when debugger evidence is available), collect at minimum:\n- the paused location (file\u002Fline) from a suspended session;\n- the top call path via `xdebug_get_stack`;\n- when reachability is part of the question, evidence that execution did or did not hit an explicitly chosen breakpoint or tracepoint;\n- at least one concrete runtime value via `xdebug_get_frame_values`, `xdebug_get_value_by_path`, or `xdebug_evaluate_expression`.\n\nDo not assert runtime conclusions before this evidence is captured unless you have already stated a clear blocker.\n\n## Reproduction Mode Selection\n1. `AUTO`: the agent can run and rerun the scenario directly (run config, test, executable, endpoint). Use `xdebug_start_debugger_session` to launch with debugging, or `execute_run_configuration` for a non-debug run when you only need output or exit code.\n2. `ASSISTED`: reproduction requires a user-only action (UI flow, auth, external dependency, hardware interaction).\n3. `HYBRID`: try `AUTO` once or twice, then switch to `ASSISTED` if the failure does not reproduce.\n\nIf the candidate target is a test, default to `AUTO`. Never ask the user to reproduce before breakpoints are prepared.\n\nDo not modify the user's project setup (NuGet packages, target framework, `.csproj`\u002F`.sln`, run configurations, environment, credentials, services) without explicit approval. If a setup change is needed, state it as a blocker and wait for the user; treat a one-shot instruction as approval scoped to that action only.\n\n## Test Task Execution\n- To debug a test, pass `--filePath` + `--line` at the test definition (the `[Fact]` \u002F `[Test]` \u002F `[TestMethod]` method or case); the IDE resolves the framework (xUnit, NUnit, MSTest). For an existing test run configuration, use `--configurationName`. To run a test without debugging (for example, to confirm it fails before setting breakpoints), use `execute_run_configuration` with the same targeting.\n- After triggering, inspect the resulting state with `execute_tool(command=\"xdebug_get_debugger_status\")` and continue in the relevant session.\n- Do not ask the user to rerun manually unless no available test-running path can reproduce it or reproduction requires user-only setup.\n\n## Argument Hygiene\n- Optional parameters are either omitted\u002Fnull or set to a real value; omitted means omitted.\n- Do not encode omitted optional parameters with placeholder strings such as `\"\"`, `\"\u002F\"`, `\"__omit__\"`, `\".\"`, or fake paths.\n- Treat IDs and paths as opaque runtime data: copy them from tool outputs instead of synthesizing them.\n\n## Session Binding\n- Before preparing breakpoints or launching, call `execute_tool(command=\"xdebug_get_debugger_status\")`.\n- If an active relevant session exists, continue inside it instead of starting another.\n- Capture the exact `sessionId` and reuse it in all session-scoped calls. If a session stops, times out, or disappears, refresh it via `xdebug_get_debugger_status` before reusing.\n- After the paused location changes, do not reuse a stale `frameIndex` or `path`; re-read from the fresh `xdebug_get_stack`.\n\n## Run Configuration Resolution\n- Resolve `configurationName` from `get_run_configurations`; its `supportsDynamicLaunchOverrides` gates `--programArguments` \u002F `--workingDirectory` \u002F `--envs` (see [reference\u002Ftools\u002Fget_run_configurations.md](reference\u002Ftools\u002Fget_run_configurations.md)).\n- Do not construct `dotnet` invocations yourself or push a test filter through `--programArguments` when the config does not support overrides; trust the run configuration, and use launch overrides only when they materially improve reproducibility or observability.\n\n## Breakpoint Ownership And Hygiene\n- Always start with `execute_tool(command=\"xdebug_list_breakpoints\")` and treat the returned `owner` (`user` \u002F `agent`) as source of truth.\n- Build a baseline snapshot (`breakpointId -> enabled`) before modifying anything.\n- Temporarily disable `owner=user` breakpoints not required for the current path via `execute_tool(command=\"xdebug_set_breakpoint --breakpointId \u003Cid> --enabled false\")`; restore them only once, at the end of the debugger cycle.\n- Avoid broad breakpoint churn between iterations. `xdebug_remove_breakpoint` defaults to `--owner agent`; for global cleanup run two calls: `--owner agent` then `--owner user`.\n\n## Breakpoint Targeting Modes\n`xdebug_set_breakpoint` has two mutually exclusive targeting modes (location vs `breakpointId`) — never mix them in one call, and in `breakpointId` mode pass the full desired state since provided fields become the result. After each call confirm the returned `lineText` matches the intended line. Modes and the full contract: [reference\u002Ftools\u002Fxdebug_set_breakpoint.md](reference\u002Ftools\u002Fxdebug_set_breakpoint.md).\n\n## Library And Decompiled Source Debugging\nBreakpoints can be set in library and framework code. `read_file` reads external source files and the bundled decompiler output for assemblies (and SourceLink \u002F PDB-resolved originals when available). To obtain a path:\n- **stack frames**: `xdebug_get_stack` returns `file` paths, including paths into external assemblies — use the path exactly as returned;\n- **symbol search**: `search_symbol(q=\"TypeName\", include_external=true)` returns external \u002F library symbol paths.\n\nAlways `read_file(file_path=\u003Cpath>)` to find the exact line before setting a breakpoint in external code; never guess line numbers. Do not edit sources to insert `Console.WriteLine`; use a tracepoint instead.\n\n## Choosing The Entry Point And First Breakpoint\nBefore the first run, explicitly choose the narrowest reproducible entry point (single test, focused run config, endpoint handler, command handler) and the first breakpoint at the earliest executable line where uncertainty becomes observable (branch decision, mapping boundary, state transition, dynamic dispatch, exception construction). If unsure, place at most 2 coarse breakpoints — one at the entry boundary, one at the suspected failure boundary — run once, then narrow.\n\n## Core Workflow\nCopy this checklist and tick items as you advance:\n\n```\nDebugger Run Progress:\n- [ ] Scope the failure: exact error text, expected vs actual, 2-5 candidate anchors in the runtime path\n- [ ] `xdebug_get_debugger_status` → reuse an active relevant session OR plan a new one\n- [ ] Pick reproduction mode (AUTO \u002F ASSISTED \u002F HYBRID)\n- [ ] Snapshot the breakpoint baseline; disable irrelevant user breakpoints\n- [ ] Set initial breakpoints; verify `lineText` for each\n- [ ] `xdebug_start_debugger_session ...` OR continue inside the existing session\n- [ ] After a fresh start or RESUME: `xdebug_control_session --action WAIT_FOR_PAUSE`\n- [ ] At each pause: `xdebug_get_stack` + values \u002F eval (`xdebug_get_frame_values`, `xdebug_get_value_by_path`, `xdebug_evaluate_expression`)\n- [ ] Decide next movement (`STEP_OVER` \u002F `STEP_INTO` when evidence is nearby, OR a new breakpoint then `RESUME`)\n- [ ] For tracepoints: `xdebug_control_session --action DRAIN_EVENTS`\n- [ ] Stop on the first proven incorrect state transition or a stated blocker\n- [ ] Wrap-up (cleanup + report)\n```\n\nDiscipline applied at every step:\n- Never `RESUME` without an explicitly named expected next stop; after every `RESUME`, always `WAIT_FOR_PAUSE`.\n- On wait timeout: `PAUSE`, re-check enabled breakpoints and the expected path; after 2 consecutive timeouts, stop retrying that wait and expand breakpoint coverage.\n- Never assert a root cause without concrete runtime values, and make no runtime-behavior edits before it is proven.\n- Don't stop at a downstream symptom — climb frames \u002F rewind to the producing state; if the needed location is already past, restart with an earlier breakpoint.\n- When a frame points to external \u002F decompiled code, `read_file` it and set deeper breakpoints there; don't skip it.\n\n## Events And Tracepoints\n- `breakpointErrorsTail` \u002F `tracepointOutputsTail` (`xdebug_control_session`; see its reference) are **populated only by JVM-based debuggers**. Rider's debugger is not JVM-based, so do not rely on them: preflight a `--condition` with `xdebug_evaluate_expression` in a paused frame, and confirm tracepoint logging from the program's run\u002Fconsole output.\n- For tracepoint-style logging without suspension, use `execute_tool(command=\"xdebug_set_breakpoint --filePath \u003Cpath> --line \u003Cn> --isLogMessage true --suspendPolicy NONE\")` (or `--isLogStack true`).\n\n## Expression Discipline\n`xdebug_evaluate_expression` and `xdebug_set_variable` take a raw expression in the current frame's language (C#, C++, F#, or VB) — see their reference files for the exact input rules. Beyond that contract:\n- For global \u002F static symbols in `--condition` and `--expression`, prefer fully-qualified names to avoid `Unresolved reference` caused by missing imports in the debugger expression context.\n- The router parses the outer `execute_tool(command=...)` line with `ParametersListUtil`. When the expression contains double quotes, wrap the outer command string in single quotes; when it contains single quotes, wrap the outer in double quotes; avoid mixing both without escaping.\n- If paused, preflight a risky `--condition` expression with `xdebug_evaluate_expression` before relying on it.\n\n## Frame Climbing And Rewind\nWhen stopped in a frame, inspect upper frames to reconstruct data provenance: identify who passed the current values and the earliest caller frame where state became incorrect. If the required location is already passed: restart the run with an earlier breakpoint (`AUTO`), or set an earlier breakpoint and ask the user to reproduce again (`ASSISTED`). Do not continue from a point already too late for the needed evidence. When a frame points to external \u002F decompiled code, read it with `read_file` and set breakpoints there if needed to trace provenance deeper.\n\n## Evidence Checklist\nBefore concluding, capture: the exact failing message\u002Fbody; exception type and\u002For status code; the first location where state diverges from expected; concrete offending keys\u002Fvalues (and counts when relevant); the origin\u002Fprovenance of wrong data; why the pipeline allowed it.\n\n## Wrap-up\nAfter debugging:\n1. Clean up: `execute_tool(command=\"xdebug_remove_breakpoint --owner agent\")`, restore disabled user breakpoints to their baseline, and `execute_tool(command=\"xdebug_control_session --action STOP\")` if the session is no longer needed.\n2. Report:\n   - root cause in one sentence;\n   - causal chain in 3-6 bullets;\n   - runtime evidence with exact observed values;\n   - code references (absolute path plus line);\n   - if you fell back instead of debugging, the exact reason and what evidence is still missing.\n3. Next action depends on the user's goal: if they asked for diagnosis only, conclude with the report and a recommended next step; if the task implies a code change, implement the fix based on the proven root cause.\n\n## Tool Reference\nSee [reference\u002Ftools.md](reference\u002Ftools.md) for the signatures and parameter-by-parameter notes of the 13 `xdebug_*` MCP tools plus `get_run_configurations` \u002F `execute_run_configuration`.\n",{"data":40,"body":43},{"name":4,"description":6,"allowed-tools":41,"metadata":42},"execute_tool",{"author":9},{"type":44,"children":45},"root",[46,55,61,83,90,95,101,106,126,131,136,159,165,202,208,213,288,300,306,311,316,322,327,375,380,386,452,464,484,490,570,576,623,629,696,702,782,788,896,902,941,947,960,1006,1027,1033,1038,1044,1049,1061,1066,1131,1137,1206,1212,1230,1300,1306,1332,1338,1343,1349,1354,1416,1422],{"type":47,"tag":48,"props":49,"children":51},"element","h1",{"id":50},"code-debugging",[52],{"type":53,"value":54},"text","Code Debugging",{"type":47,"tag":56,"props":57,"children":58},"p",{},[59],{"type":53,"value":60},"Debugger-first runtime root-cause analysis for solutions opened in Rider, including C#, C++, F#, VB, Unreal Engine, and other GameDev projects.",{"type":47,"tag":56,"props":62,"children":63},{},[64,66,73,75,81],{"type":53,"value":65},"Invoke every tool through ",{"type":47,"tag":67,"props":68,"children":70},"code",{"className":69},[],[71],{"type":53,"value":72},"execute_tool(command=\"\u003Ctool> --arg value ...\")",{"type":53,"value":74},". Do not call the underlying handles directly. Read ",{"type":47,"tag":67,"props":76,"children":78},{"className":77},[],[79],{"type":53,"value":80},"reference\u002Ftools.md",{"type":53,"value":82}," only for the specific tool you are about to call; do not pre-load the whole tree.",{"type":47,"tag":84,"props":85,"children":87},"h2",{"id":86},"goal",[88],{"type":53,"value":89},"Goal",{"type":47,"tag":56,"props":91,"children":92},{},[93],{"type":53,"value":94},"Use debugger evidence to answer concrete runtime questions when static code reading is not enough, or to confirm ideas or results from static analysis — including whether execution reaches or does not reach an agent-selected code location via a breakpoint or tracepoint.",{"type":47,"tag":84,"props":96,"children":98},{"id":97},"when-to-use-this-skill",[99],{"type":53,"value":100},"When To Use This Skill",{"type":47,"tag":56,"props":102,"children":103},{},[104],{"type":53,"value":105},"Use this skill when at least one of the following is true:",{"type":47,"tag":107,"props":108,"children":109},"ul",{},[110,116,121],{"type":47,"tag":111,"props":112,"children":113},"li",{},[114],{"type":53,"value":115},"runtime state or control-flow evidence is needed (actual values, branch taken, call order, thread context, or whether execution reaches a chosen location), and it cannot be derived confidently from source\u002Flogs;",{"type":47,"tag":111,"props":117,"children":118},{},[119],{"type":53,"value":120},"finding the relevant path would otherwise require reading many files or tracing a long call chain manually;",{"type":47,"tag":111,"props":122,"children":123},{},[124],{"type":53,"value":125},"the user explicitly asks to use the debugger (breakpoints, stepping, inspect values, debugger session).",{"type":47,"tag":56,"props":127,"children":128},{},[129],{"type":53,"value":130},"If the user manually activates or refers to this skill, treat that as an explicit request to launch and use the debugger when the required tools are available; do not reduce it to a conceptual discussion.",{"type":47,"tag":56,"props":132,"children":133},{},[134],{"type":53,"value":135},"Skip the debugger when any of these holds (use static analysis or log inspection):",{"type":47,"tag":107,"props":137,"children":138},{},[139,144,149,154],{"type":47,"tag":111,"props":140,"children":141},{},[142],{"type":53,"value":143},"a compile-time \u002F syntax error is visible in source or in the build output;",{"type":47,"tag":111,"props":145,"children":146},{},[147],{"type":53,"value":148},"the cause is visible without running the code (typo, wrong overload, obvious null-receiver, wrong argument count);",{"type":47,"tag":111,"props":150,"children":151},{},[152],{"type":53,"value":153},"a single-file logic bug with all state visible at source level;",{"type":47,"tag":111,"props":155,"children":156},{},[157],{"type":53,"value":158},"a failing test message or log already pinpoints the offending line and value.",{"type":47,"tag":84,"props":160,"children":162},{"id":161},"disambiguation",[163],{"type":53,"value":164},"Disambiguation",{"type":47,"tag":56,"props":166,"children":167},{},[168,170,176,178,184,186,192,194,200],{"type":53,"value":169},"If the codebase domain contains debug-related concepts, reason explicitly about whether the user is talking about their code or actually asking you to launch the debugger. Do not treat identifiers, features, flags, or log categories named ",{"type":47,"tag":67,"props":171,"children":173},{"className":172},[],[174],{"type":53,"value":175},"debug",{"type":53,"value":177},"\u002F",{"type":47,"tag":67,"props":179,"children":181},{"className":180},[],[182],{"type":53,"value":183},"Debugger",{"type":53,"value":185}," — including ",{"type":47,"tag":67,"props":187,"children":189},{"className":188},[],[190],{"type":53,"value":191},"System.Diagnostics.Debug",{"type":53,"value":193}," or a ",{"type":47,"tag":67,"props":195,"children":197},{"className":196},[],[198],{"type":53,"value":199},"Debug",{"type":53,"value":201}," build configuration — as a debugger request by default.",{"type":47,"tag":84,"props":203,"children":205},{"id":204},"activation-gate-tool-availability",[206],{"type":53,"value":207},"Activation Gate (tool availability)",{"type":47,"tag":56,"props":209,"children":210},{},[211],{"type":53,"value":212},"Use this skill only when the debugger MCP tools are available in the current session. Minimum required set:",{"type":47,"tag":107,"props":214,"children":215},{},[216,225,234,243,252,279],{"type":47,"tag":111,"props":217,"children":218},{},[219],{"type":47,"tag":67,"props":220,"children":222},{"className":221},[],[223],{"type":53,"value":224},"xdebug_set_breakpoint",{"type":47,"tag":111,"props":226,"children":227},{},[228],{"type":47,"tag":67,"props":229,"children":231},{"className":230},[],[232],{"type":53,"value":233},"xdebug_start_debugger_session",{"type":47,"tag":111,"props":235,"children":236},{},[237],{"type":47,"tag":67,"props":238,"children":240},{"className":239},[],[241],{"type":53,"value":242},"xdebug_control_session",{"type":47,"tag":111,"props":244,"children":245},{},[246],{"type":47,"tag":67,"props":247,"children":249},{"className":248},[],[250],{"type":53,"value":251},"xdebug_get_stack",{"type":47,"tag":111,"props":253,"children":254},{},[255,257,263,265,271,273],{"type":53,"value":256},"at least one value tool: ",{"type":47,"tag":67,"props":258,"children":260},{"className":259},[],[261],{"type":53,"value":262},"xdebug_get_frame_values",{"type":53,"value":264},", ",{"type":47,"tag":67,"props":266,"children":268},{"className":267},[],[269],{"type":53,"value":270},"xdebug_get_value_by_path",{"type":53,"value":272},", or ",{"type":47,"tag":67,"props":274,"children":276},{"className":275},[],[277],{"type":53,"value":278},"xdebug_evaluate_expression",{"type":47,"tag":111,"props":280,"children":281},{},[282],{"type":47,"tag":67,"props":283,"children":285},{"className":284},[],[286],{"type":53,"value":287},"get_run_configurations",{"type":47,"tag":56,"props":289,"children":290},{},[291,293,298],{"type":53,"value":292},"If this minimum set is not available: state the blocker explicitly, do not force a debugger workflow, and switch to the best fallback. 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Do not edit sources to insert ",{"type":47,"tag":67,"props":1020,"children":1022},{"className":1021},[],[1023],{"type":53,"value":1024},"Console.WriteLine",{"type":53,"value":1026},"; use a tracepoint instead.",{"type":47,"tag":84,"props":1028,"children":1030},{"id":1029},"choosing-the-entry-point-and-first-breakpoint",[1031],{"type":53,"value":1032},"Choosing The Entry Point And First Breakpoint",{"type":47,"tag":56,"props":1034,"children":1035},{},[1036],{"type":53,"value":1037},"Before the first run, explicitly choose the narrowest reproducible entry point (single test, focused run config, endpoint handler, command handler) and the first breakpoint at the earliest executable line where uncertainty becomes observable (branch decision, mapping boundary, state transition, dynamic dispatch, exception construction). If unsure, place at most 2 coarse breakpoints — one at the entry boundary, one at the suspected failure boundary — run once, then narrow.",{"type":47,"tag":84,"props":1039,"children":1041},{"id":1040},"core-workflow",[1042],{"type":53,"value":1043},"Core Workflow",{"type":47,"tag":56,"props":1045,"children":1046},{},[1047],{"type":53,"value":1048},"Copy this checklist and tick items as you advance:",{"type":47,"tag":1050,"props":1051,"children":1055},"pre",{"className":1052,"code":1054,"language":53},[1053],"language-text","Debugger Run Progress:\n- [ ] Scope the failure: exact error text, expected vs actual, 2-5 candidate anchors in the runtime path\n- [ ] `xdebug_get_debugger_status` → reuse an active relevant session OR plan a new one\n- [ ] Pick reproduction mode (AUTO \u002F ASSISTED \u002F HYBRID)\n- [ ] Snapshot the breakpoint baseline; disable irrelevant user breakpoints\n- [ ] Set initial breakpoints; verify `lineText` for each\n- [ ] `xdebug_start_debugger_session ...` OR continue inside the existing session\n- [ ] After a fresh start or RESUME: `xdebug_control_session --action WAIT_FOR_PAUSE`\n- [ ] At each pause: `xdebug_get_stack` + values \u002F eval (`xdebug_get_frame_values`, `xdebug_get_value_by_path`, `xdebug_evaluate_expression`)\n- [ ] Decide next movement (`STEP_OVER` \u002F `STEP_INTO` when evidence is nearby, OR a new breakpoint then `RESUME`)\n- [ ] For tracepoints: `xdebug_control_session --action DRAIN_EVENTS`\n- [ ] Stop on the first proven incorrect state transition or a stated blocker\n- [ ] Wrap-up (cleanup + report)\n",[1056],{"type":47,"tag":67,"props":1057,"children":1059},{"__ignoreMap":1058},"",[1060],{"type":53,"value":1054},{"type":47,"tag":56,"props":1062,"children":1063},{},[1064],{"type":53,"value":1065},"Discipline applied at every step:",{"type":47,"tag":107,"props":1067,"children":1068},{},[1069,1096,1109,1114,1119],{"type":47,"tag":111,"props":1070,"children":1071},{},[1072,1074,1080,1082,1087,1089,1095],{"type":53,"value":1073},"Never ",{"type":47,"tag":67,"props":1075,"children":1077},{"className":1076},[],[1078],{"type":53,"value":1079},"RESUME",{"type":53,"value":1081}," without an explicitly named expected next stop; after every ",{"type":47,"tag":67,"props":1083,"children":1085},{"className":1084},[],[1086],{"type":53,"value":1079},{"type":53,"value":1088},", always ",{"type":47,"tag":67,"props":1090,"children":1092},{"className":1091},[],[1093],{"type":53,"value":1094},"WAIT_FOR_PAUSE",{"type":53,"value":299},{"type":47,"tag":111,"props":1097,"children":1098},{},[1099,1101,1107],{"type":53,"value":1100},"On wait timeout: ",{"type":47,"tag":67,"props":1102,"children":1104},{"className":1103},[],[1105],{"type":53,"value":1106},"PAUSE",{"type":53,"value":1108},", re-check enabled breakpoints and the expected path; after 2 consecutive timeouts, stop retrying that wait and expand breakpoint coverage.",{"type":47,"tag":111,"props":1110,"children":1111},{},[1112],{"type":53,"value":1113},"Never assert a root cause without concrete runtime values, and make no runtime-behavior edits before it is proven.",{"type":47,"tag":111,"props":1115,"children":1116},{},[1117],{"type":53,"value":1118},"Don't stop at a downstream symptom — climb frames \u002F rewind to the producing state; if the needed location is already past, restart with an earlier breakpoint.",{"type":47,"tag":111,"props":1120,"children":1121},{},[1122,1124,1129],{"type":53,"value":1123},"When a frame points to external \u002F decompiled code, ",{"type":47,"tag":67,"props":1125,"children":1127},{"className":1126},[],[1128],{"type":53,"value":957},{"type":53,"value":1130}," it and set deeper breakpoints there; don't skip it.",{"type":47,"tag":84,"props":1132,"children":1134},{"id":1133},"events-and-tracepoints",[1135],{"type":53,"value":1136},"Events And Tracepoints",{"type":47,"tag":107,"props":1138,"children":1139},{},[1140,1186],{"type":47,"tag":111,"props":1141,"children":1142},{},[1143,1149,1150,1156,1157,1162,1164,1169,1171,1177,1179,1184],{"type":47,"tag":67,"props":1144,"children":1146},{"className":1145},[],[1147],{"type":53,"value":1148},"breakpointErrorsTail",{"type":53,"value":521},{"type":47,"tag":67,"props":1151,"children":1153},{"className":1152},[],[1154],{"type":53,"value":1155},"tracepointOutputsTail",{"type":53,"value":811},{"type":47,"tag":67,"props":1158,"children":1160},{"className":1159},[],[1161],{"type":53,"value":242},{"type":53,"value":1163},"; see its reference) are ",{"type":47,"tag":967,"props":1165,"children":1166},{},[1167],{"type":53,"value":1168},"populated only by JVM-based debuggers",{"type":53,"value":1170},". Rider's debugger is not JVM-based, so do not rely on them: preflight a ",{"type":47,"tag":67,"props":1172,"children":1174},{"className":1173},[],[1175],{"type":53,"value":1176},"--condition",{"type":53,"value":1178}," with ",{"type":47,"tag":67,"props":1180,"children":1182},{"className":1181},[],[1183],{"type":53,"value":278},{"type":53,"value":1185}," in a paused frame, and confirm tracepoint logging from the program's run\u002Fconsole output.",{"type":47,"tag":111,"props":1187,"children":1188},{},[1189,1191,1197,1199,1205],{"type":53,"value":1190},"For tracepoint-style logging without suspension, use ",{"type":47,"tag":67,"props":1192,"children":1194},{"className":1193},[],[1195],{"type":53,"value":1196},"execute_tool(command=\"xdebug_set_breakpoint --filePath \u003Cpath> --line \u003Cn> --isLogMessage true --suspendPolicy NONE\")",{"type":53,"value":1198}," (or ",{"type":47,"tag":67,"props":1200,"children":1202},{"className":1201},[],[1203],{"type":53,"value":1204},"--isLogStack true",{"type":53,"value":761},{"type":47,"tag":84,"props":1207,"children":1209},{"id":1208},"expression-discipline",[1210],{"type":53,"value":1211},"Expression Discipline",{"type":47,"tag":56,"props":1213,"children":1214},{},[1215,1220,1222,1228],{"type":47,"tag":67,"props":1216,"children":1218},{"className":1217},[],[1219],{"type":53,"value":278},{"type":53,"value":1221}," and ",{"type":47,"tag":67,"props":1223,"children":1225},{"className":1224},[],[1226],{"type":53,"value":1227},"xdebug_set_variable",{"type":53,"value":1229}," take a raw expression in the current frame's language (C#, C++, F#, or VB) — see their reference files for the exact input rules. Beyond that contract:",{"type":47,"tag":107,"props":1231,"children":1232},{},[1233,1260,1281],{"type":47,"tag":111,"props":1234,"children":1235},{},[1236,1238,1243,1244,1250,1252,1258],{"type":53,"value":1237},"For global \u002F static symbols in ",{"type":47,"tag":67,"props":1239,"children":1241},{"className":1240},[],[1242],{"type":53,"value":1176},{"type":53,"value":1221},{"type":47,"tag":67,"props":1245,"children":1247},{"className":1246},[],[1248],{"type":53,"value":1249},"--expression",{"type":53,"value":1251},", prefer fully-qualified names to avoid ",{"type":47,"tag":67,"props":1253,"children":1255},{"className":1254},[],[1256],{"type":53,"value":1257},"Unresolved reference",{"type":53,"value":1259}," caused by missing imports in the debugger expression context.",{"type":47,"tag":111,"props":1261,"children":1262},{},[1263,1265,1271,1273,1279],{"type":53,"value":1264},"The router parses the outer ",{"type":47,"tag":67,"props":1266,"children":1268},{"className":1267},[],[1269],{"type":53,"value":1270},"execute_tool(command=...)",{"type":53,"value":1272}," line with ",{"type":47,"tag":67,"props":1274,"children":1276},{"className":1275},[],[1277],{"type":53,"value":1278},"ParametersListUtil",{"type":53,"value":1280},". When the expression contains double quotes, wrap the outer command string in single quotes; when it contains single quotes, wrap the outer in double quotes; avoid mixing both without escaping.",{"type":47,"tag":111,"props":1282,"children":1283},{},[1284,1286,1291,1293,1298],{"type":53,"value":1285},"If paused, preflight a risky ",{"type":47,"tag":67,"props":1287,"children":1289},{"className":1288},[],[1290],{"type":53,"value":1176},{"type":53,"value":1292}," expression with ",{"type":47,"tag":67,"props":1294,"children":1296},{"className":1295},[],[1297],{"type":53,"value":278},{"type":53,"value":1299}," before relying on it.",{"type":47,"tag":84,"props":1301,"children":1303},{"id":1302},"frame-climbing-and-rewind",[1304],{"type":53,"value":1305},"Frame Climbing And Rewind",{"type":47,"tag":56,"props":1307,"children":1308},{},[1309,1311,1316,1318,1323,1325,1330],{"type":53,"value":1310},"When stopped in a frame, inspect upper frames to reconstruct data provenance: identify who passed the current values and the earliest caller frame where state became incorrect. If the required location is already passed: restart the run with an earlier breakpoint (",{"type":47,"tag":67,"props":1312,"children":1314},{"className":1313},[],[1315],{"type":53,"value":398},{"type":53,"value":1317},"), or set an earlier breakpoint and ask the user to reproduce again (",{"type":47,"tag":67,"props":1319,"children":1321},{"className":1320},[],[1322],{"type":53,"value":424},{"type":53,"value":1324},"). Do not continue from a point already too late for the needed evidence. When a frame points to external \u002F decompiled code, read it with ",{"type":47,"tag":67,"props":1326,"children":1328},{"className":1327},[],[1329],{"type":53,"value":957},{"type":53,"value":1331}," and set breakpoints there if needed to trace provenance deeper.",{"type":47,"tag":84,"props":1333,"children":1335},{"id":1334},"evidence-checklist",[1336],{"type":53,"value":1337},"Evidence Checklist",{"type":47,"tag":56,"props":1339,"children":1340},{},[1341],{"type":53,"value":1342},"Before concluding, capture: the exact failing message\u002Fbody; exception type and\u002For status code; the first location where state diverges from expected; concrete offending keys\u002Fvalues (and counts when relevant); the origin\u002Fprovenance of wrong data; why the pipeline allowed it.",{"type":47,"tag":84,"props":1344,"children":1346},{"id":1345},"wrap-up",[1347],{"type":53,"value":1348},"Wrap-up",{"type":47,"tag":56,"props":1350,"children":1351},{},[1352],{"type":53,"value":1353},"After debugging:",{"type":47,"tag":387,"props":1355,"children":1356},{},[1357,1378,1411],{"type":47,"tag":111,"props":1358,"children":1359},{},[1360,1362,1368,1370,1376],{"type":53,"value":1361},"Clean up: ",{"type":47,"tag":67,"props":1363,"children":1365},{"className":1364},[],[1366],{"type":53,"value":1367},"execute_tool(command=\"xdebug_remove_breakpoint --owner agent\")",{"type":53,"value":1369},", restore disabled user breakpoints to their baseline, and ",{"type":47,"tag":67,"props":1371,"children":1373},{"className":1372},[],[1374],{"type":53,"value":1375},"execute_tool(command=\"xdebug_control_session --action STOP\")",{"type":53,"value":1377}," if the session is no longer needed.",{"type":47,"tag":111,"props":1379,"children":1380},{},[1381,1383],{"type":53,"value":1382},"Report:\n",{"type":47,"tag":107,"props":1384,"children":1385},{},[1386,1391,1396,1401,1406],{"type":47,"tag":111,"props":1387,"children":1388},{},[1389],{"type":53,"value":1390},"root cause in one sentence;",{"type":47,"tag":111,"props":1392,"children":1393},{},[1394],{"type":53,"value":1395},"causal chain in 3-6 bullets;",{"type":47,"tag":111,"props":1397,"children":1398},{},[1399],{"type":53,"value":1400},"runtime evidence with exact observed values;",{"type":47,"tag":111,"props":1402,"children":1403},{},[1404],{"type":53,"value":1405},"code references (absolute path plus line);",{"type":47,"tag":111,"props":1407,"children":1408},{},[1409],{"type":53,"value":1410},"if you fell back instead of debugging, the exact reason and what evidence is still missing.",{"type":47,"tag":111,"props":1412,"children":1413},{},[1414],{"type":53,"value":1415},"Next action depends on the user's goal: if they asked for diagnosis only, conclude with the report and a recommended next step; if the task implies a code change, implement the fix based on the proven root cause.",{"type":47,"tag":84,"props":1417,"children":1419},{"id":1418},"tool-reference",[1420],{"type":53,"value":1421},"Tool Reference",{"type":47,"tag":56,"props":1423,"children":1424},{},[1425,1427,1431,1433,1439,1441,1446,1447,1452],{"type":53,"value":1426},"See ",{"type":47,"tag":294,"props":1428,"children":1429},{"href":80},[1430],{"type":53,"value":80},{"type":53,"value":1432}," for the signatures and parameter-by-parameter notes of the 13 ",{"type":47,"tag":67,"props":1434,"children":1436},{"className":1435},[],[1437],{"type":53,"value":1438},"xdebug_*",{"type":53,"value":1440}," MCP tools plus ",{"type":47,"tag":67,"props":1442,"children":1444},{"className":1443},[],[1445],{"type":53,"value":287},{"type":53,"value":521},{"type":47,"tag":67,"props":1448,"children":1450},{"className":1449},[],[1451],{"type":53,"value":413},{"type":53,"value":299},{"items":1454,"total":1579},[1455,1471,1480,1489,1498,1508,1521,1530,1539,1549,1558,1569],{"slug":1456,"name":1456,"fn":1457,"description":1458,"org":1459,"tags":1460,"stars":1468,"repoUrl":1469,"updatedAt":1470},"mps-aspect-accessories","configure JetBrains MPS module dependencies","Wire MPS module and model dependencies, used languages, used devkits, extended languages, runtime solutions, accessory models, and language\u002Fdependency versions. Use when adding\u002Fremoving module dependencies, importing languages or devkits into a model, declaring runtime solutions, or shipping accessory content visible to consumers without explicit import.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":9},[1461,1464,1467],{"name":1462,"slug":1463,"type":15},"Architecture","architecture",{"name":1465,"slug":1466,"type":15},"Configuration","configuration",{"name":20,"slug":21,"type":15},1650,"https:\u002F\u002Fgithub.com\u002FJetBrains\u002FMPS","2026-07-17T06:06:57.311661",{"slug":1472,"name":1472,"fn":1473,"description":1474,"org":1475,"tags":1476,"stars":1468,"repoUrl":1469,"updatedAt":1479},"mps-aspect-actions","define and edit MPS node factories","Use when defining or editing MPS node factories (the \"actions\" aspect) — `NodeFactories` roots, per-concept `NodeFactory` setup functions that initialize a freshly created node and optionally copy data from a replaced `sampleNode`, plus the actions aspect's `CopyPasteHandlers` and `PasteWrappers` roots. Reach for this skill when a substitution, side transform, completion replacement, or `add new initialized(...)` should preserve fields from the node it is replacing, or when defaults set in a constructor are not enough.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":9},[1477,1478],{"name":1462,"slug":1463,"type":15},{"name":20,"slug":21,"type":15},"2026-07-17T06:04:48.066901",{"slug":1481,"name":1481,"fn":1482,"description":1483,"org":1484,"tags":1485,"stars":1468,"repoUrl":1469,"updatedAt":1488},"mps-aspect-behavior","define and edit MPS concept behavior","Use when defining or editing MPS `ConceptBehavior` — per-concept methods (non-virtual \u002F virtual \u002F abstract \u002F static \u002F virtual static), constructors, virtual dispatch (MRO), super and interface-default calls (`super\u003CInterface>.method`), overriding methods from `lang.core.behavior` interfaces such as `ScopeProvider.getScope` \u002F `INamedConcept.getName` \u002F `BaseConcept.getPresentation`, calling sibling methods (`LocalBehaviorMethodCall`) and behavior methods from other aspects via `node.method(...)`. Reach for this skill whenever the task involves authoring or modifying `\u003Clang>\u002FlanguageModels\u002Fbehavior.mps`.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":9},[1486,1487],{"name":1462,"slug":1463,"type":15},{"name":20,"slug":21,"type":15},"2026-07-13T06:45:21.757084",{"slug":1490,"name":1490,"fn":1491,"description":1492,"org":1493,"tags":1494,"stars":1468,"repoUrl":1469,"updatedAt":1497},"mps-aspect-constraints","define JetBrains MPS language constraints","Use when defining or editing MPS language constraints — property validators \u002F setters \u002F getters, referent search scopes (imperative or inherited via `ScopeProvider.getScope`), `referentSetHandler` side effects, default-scope blocks, `canBeChild` \u002F `canBeParent` \u002F `canBeAncestor` \u002F `canBeRoot` placement rules, `defaultConcreteConcept` for abstract concepts, `set \u003Cread-only>` and `{name}` aliasing, and scope helpers (`SimpleRoleScope`, `ListScope`, `CompositeScope`, `HidingByNameScope`). Reach for this skill whenever the task involves authoring or modifying `\u003Clang>\u002FlanguageModels\u002Fconstraints.mps`.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":9},[1495,1496],{"name":1462,"slug":1463,"type":15},{"name":23,"slug":24,"type":15},"2026-07-23T05:41:33.639365",{"slug":1499,"name":1499,"fn":1500,"description":1501,"org":1502,"tags":1503,"stars":1468,"repoUrl":1469,"updatedAt":1507},"mps-aspect-dataflow","define and debug MPS dataflow builders","Use when defining or debugging MPS dataflow builders for a concept — control\u002Fdata flow declarations that drive reachability analysis and variable-use checking. Covers DataFlowBuilderDeclaration, BuilderBlock, emit instructions (code for, jump, ifjump, label, read, write, ret, mayBeUnreachable), positions (AfterPosition, BeforePosition, LabelPosition), the jetbrains.mps.lang.dataFlow language, the NodeParameter implicit, BL+smodel usage inside builder bodies, and IBuilderMode for advanced analyses such as nullable\u002Fnon-null tracking.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":9},[1504],{"name":1505,"slug":1506,"type":15},"Data Analysis","data-analysis","2026-07-13T06:45:19.114674",{"slug":1509,"name":1509,"fn":1510,"description":1511,"org":1512,"tags":1513,"stars":1468,"repoUrl":1469,"updatedAt":1520},"mps-aspect-editor","define MPS editor layouts","Use when creating or changing MPS editor definitions — the overall workflow from scaffolding a `ConceptEditorDeclaration` through componentizing reusable `EditorComponentDeclaration`s, refining cell models and cell layouts, applying style sheets and indent-layout style items, wiring smart references, leveraging inheritance via super-concepts and interfaces, inspecting (`print_node_json`, `show_node_representation`) and validating (`check_root_node_problems`). Covers `jetbrains.mps.lang.editor` cell models (`CellModel_RefNode`\u002F`CellModel_RefNodeList`\u002F`CellModel_RefCell`\u002F`CellModel_Property`\u002F`CellModel_Constant`), layout choices, and JSON blueprints for common editor shapes. For the non-layout side (action maps, keymaps, transformation\u002Fsubstitute menus) use `mps-aspect-editor-menus-and-keymaps`.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":9},[1514,1517],{"name":1515,"slug":1516,"type":15},"Design","design",{"name":1518,"slug":1519,"type":15},"UI Components","ui-components","2026-07-23T05:41:56.638151",{"slug":1522,"name":1522,"fn":1523,"description":1524,"org":1525,"tags":1526,"stars":1468,"repoUrl":1469,"updatedAt":1529},"mps-aspect-editor-menus-and-keymaps","author MPS editor menus and keymaps","Use when authoring the **non-layout** parts of the MPS editor aspect — what happens when the user types, presses a key, triggers completion, pastes, or invokes a context action. Covers action maps (`CellActionMapDeclaration`), cell keymaps (`CellKeyMapDeclaration`), transformation menus (`TransformationMenu_Default` \u002F `_Named` \u002F `_Contribution`), substitute menus (`SubstituteMenu_Default` \u002F `SubstituteMenu` \u002F contributions), side transforms (LEFT\u002FRIGHT), legacy cell menus, paste wrappers and copy-paste handlers (in the actions language), completion styling, reference presentation, two-step deletion, and the editor selection API. Trigger terms: `actionMap`, `keyMap`, `delete_action_id`, `transformationMenu`, `substituteMenu`, `Ctrl+Space`, `Ctrl+Alt+B`, side transform, paste wrapper, completion styling, `PasteWrappers`, `CopyPasteHandlers`. For the **layout** side (cells, layouts, style sheets) use `mps-aspect-editor` instead.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":9},[1527,1528],{"name":20,"slug":21,"type":15},{"name":1518,"slug":1519,"type":15},"2026-07-23T05:41:49.666535",{"slug":1531,"name":1531,"fn":1532,"description":1533,"org":1534,"tags":1535,"stars":1468,"repoUrl":1469,"updatedAt":1538},"mps-aspect-generation-plan","modify MPS generation plans","Use when defining or modifying an MPS generation plan — explicit ordering of generators, checkpoints for cross-model reference resolution, forks for parallel branches, IncludePlan composition, conditional PlanContribution activation, ParameterEquals\u002FConceptListSelector fork selectors, and InitModelAttributes for targetFacet routing. Apply when working with @genplan models, the jetbrains.mps.lang.generator.plan language, attaching plans via DevKits or the Custom generation facet, or debugging cross-model mapping label resolution.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":9},[1536,1537],{"name":1462,"slug":1463,"type":15},{"name":20,"slug":21,"type":15},"2026-07-13T06:44:59.507855",{"slug":1540,"name":1540,"fn":1541,"description":1542,"org":1543,"tags":1544,"stars":1468,"repoUrl":1469,"updatedAt":1548},"mps-aspect-generator","define JetBrains MPS generator rules","Use when defining or modifying MPS generators — author a generator module, add or edit root\u002Freduction\u002Fweaving\u002Fpattern mapping rules, attach template macros ($COPY_SRC, $LOOP, $IF, $PROPERTY, $REF, $SWITCH, $MAP_SRC, $WEAVE, $INSERT, $LABEL, $TRACE, $VAR), wire mapping labels, build template switches, write pre\u002Fpost mapping scripts, navigate `genContext`, or debug \"rule didn't fire\", missing references, empty output, infinite reduction loops, and generated-Java compile failures.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":9},[1545,1546,1547],{"name":1462,"slug":1463,"type":15},{"name":23,"slug":24,"type":15},{"name":20,"slug":21,"type":15},"2026-07-17T06:06:58.042999",{"slug":1550,"name":1550,"fn":1551,"description":1552,"org":1553,"tags":1554,"stars":1468,"repoUrl":1469,"updatedAt":1557},"mps-aspect-intentions","define and edit MPS intentions","Use when defining or editing MPS intentions (the Alt+Enter context-action aspect) — adding `IntentionDeclaration` roots, parameterized or surround-with variants, description\u002FisApplicable\u002Fexecute blocks, child-filter functions, factory-initialized AST splicing, or debugging why an intention is not offered. Lives in the language's `intentions` model and uses `jetbrains.mps.lang.intentions`.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":9},[1555,1556],{"name":1462,"slug":1463,"type":15},{"name":20,"slug":21,"type":15},"2026-07-23T05:41:48.692899",{"slug":1559,"name":1559,"fn":1560,"description":1561,"org":1562,"tags":1563,"stars":1468,"repoUrl":1469,"updatedAt":1568},"mps-aspect-migrations","author and debug MPS migration scripts","Use when authoring or debugging MPS migration scripts that upgrade user models after a language definition changes — covers jetbrains.mps.lang.migration (MigrationScript class-based, PureMigrationScript declarative, MoveConcept\u002FMoveContainmentLink\u002FMoveReferenceLink\u002FMoveProperty, ordering via OrderDependency, data exchange via putData\u002FgetData, RefactoringLog, ConceptMigrationReference) and jetbrains.mps.lang.script Enhancement Scripts (MigrationScript with MigrationScriptPart_Instance, ExtractInterfaceMigration, FactoryMigrationScriptPart, CommentMigrationScriptPart) — when a model needs version-gated upgrade, concept rename or removal, link or property rename, instance-level transformation, or composition of migration steps.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":9},[1564,1565],{"name":26,"slug":27,"type":15},{"name":1566,"slug":1567,"type":15},"Migration","migration","2026-07-13T06:45:20.372122",{"slug":1570,"name":1570,"fn":1571,"description":1572,"org":1573,"tags":1574,"stars":1468,"repoUrl":1469,"updatedAt":1578},"mps-aspect-structure-concepts","define concepts in MPS structure aspect","Define concepts, interface concepts, enumerations, and constrained data types in an MPS language's `structure` aspect. Covers smart-reference detection, alias rules, cardinality, INamedConcept usage, bulk creation, and the full `mps_mcp_alter_structure` \u002F `mps_mcp_query_structure` reference. Use when authoring or modifying a language's structure model.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":9},[1575],{"name":1576,"slug":1577,"type":15},"Data Modeling","data-modeling","2026-07-23T05:41:30.705975",188,{"items":1581,"total":1699},[1582,1601,1616,1630,1645,1668,1685],{"slug":1583,"name":1583,"fn":1584,"description":1585,"org":1586,"tags":1587,"stars":28,"repoUrl":29,"updatedAt":1600},"algorithmic-art","create generative art with p5.js","Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields, or particle systems. Create original algorithmic art rather than copying existing artists' work to avoid copyright violations.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":9},[1588,1591,1594,1597],{"name":1589,"slug":1590,"type":15},"Creative","creative",{"name":1592,"slug":1593,"type":15},"Generative Art","generative-art",{"name":1595,"slug":1596,"type":15},"Graphics","graphics",{"name":1598,"slug":1599,"type":15},"JavaScript","javascript","2026-07-13T06:41:35.540127",{"slug":1602,"name":1602,"fn":1603,"description":1604,"org":1605,"tags":1606,"stars":28,"repoUrl":29,"updatedAt":1615},"antfu","configure JavaScript projects with Anthony Fu's tools","Anthony Fu's opinionated tooling and conventions for JavaScript\u002FTypeScript projects. Use when setting up new projects, configuring ESLint\u002FPrettier alternatives, monorepos, library publishing, or when the user mentions Anthony Fu's preferences.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":9},[1607,1610,1611,1612],{"name":1608,"slug":1609,"type":15},"Best Practices","best-practices",{"name":20,"slug":21,"type":15},{"name":1598,"slug":1599,"type":15},{"name":1613,"slug":1614,"type":15},"TypeScript","typescript","2026-07-13T06:43:13.153309",{"slug":1617,"name":1617,"fn":1618,"description":1619,"org":1620,"tags":1621,"stars":28,"repoUrl":29,"updatedAt":1629},"brand-guidelines","apply Anthropic brand guidelines","Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it when brand colors or style guidelines, visual formatting, or company design standards apply.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":9},[1622,1625,1626],{"name":1623,"slug":1624,"type":15},"Branding","branding",{"name":1515,"slug":1516,"type":15},{"name":1627,"slug":1628,"type":15},"Typography","typography","2026-07-13T06:43:06.077629",{"slug":1631,"name":1631,"fn":1632,"description":1633,"org":1634,"tags":1635,"stars":28,"repoUrl":29,"updatedAt":1644},"canvas-design","create visual art and design assets","Create beautiful visual art in .png and .pdf documents using design philosophy. You should use this skill when the user asks to create a poster, piece of art, design, or other static piece. Create original visual designs, never copying existing artists' work to avoid copyright violations.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":9},[1636,1637,1638,1641],{"name":1589,"slug":1590,"type":15},{"name":1515,"slug":1516,"type":15},{"name":1639,"slug":1640,"type":15},"Images","images",{"name":1642,"slug":1643,"type":15},"PDF","pdf","2026-07-13T06:39:58.803113",{"slug":1646,"name":1646,"fn":1647,"description":1648,"org":1649,"tags":1650,"stars":28,"repoUrl":29,"updatedAt":1667},"ci-cd-containerization-advisor","design CI\u002FCD pipelines for Kotlin applications","Design reproducible build, image, and deployment pipelines for Kotlin plus Spring applications, including CI verification, layered containers, rollout safety, and deployment-time migration coordination. Use when creating or improving Dockerfiles, CI workflows, image hardening, Kubernetes manifests, release gates, or deployment strategies for Spring Boot services, especially where build reproducibility and operational safety matter.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":9},[1651,1654,1657,1660,1661,1664],{"name":1652,"slug":1653,"type":15},"CI\u002FCD","ci-cd",{"name":1655,"slug":1656,"type":15},"Containers","containers",{"name":1658,"slug":1659,"type":15},"Deployment","deployment",{"name":20,"slug":21,"type":15},{"name":1662,"slug":1663,"type":15},"Kotlin","kotlin",{"name":1665,"slug":1666,"type":15},"Spring","spring","2026-07-13T06:41:47.83899",{"slug":1669,"name":1669,"fn":1670,"description":1671,"org":1672,"tags":1673,"stars":28,"repoUrl":29,"updatedAt":1684},"cloudflare-deploy","deploy applications to Cloudflare","Deploy applications and infrastructure to Cloudflare using Workers, Pages, and related platform services. Use when the user asks to deploy, host, publish, or set up a project on Cloudflare.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":9},[1674,1677,1680,1683],{"name":1675,"slug":1676,"type":15},"Cloudflare","cloudflare",{"name":1678,"slug":1679,"type":15},"Cloudflare Pages","cloudflare-pages",{"name":1681,"slug":1682,"type":15},"Cloudflare Workers","cloudflare-workers",{"name":1658,"slug":1659,"type":15},"2026-07-17T06:04:42.853896",{"slug":1686,"name":1686,"fn":1687,"description":1688,"org":1689,"tags":1690,"stars":28,"repoUrl":29,"updatedAt":1698},"compose-ui-control","interact with Compose Desktop applications","Control a running Compose Desktop application via HTTP. Use when you need to interact with UI elements, click buttons, enter text, wait for elements to appear, or capture screenshots in a Compose Desktop app that has compose-ui-test-server enabled.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":9},[1691,1694,1697],{"name":1692,"slug":1693,"type":15},"Automation","automation",{"name":1695,"slug":1696,"type":15},"Desktop","desktop",{"name":1518,"slug":1519,"type":15},"2026-07-13T06:40:38.798626",128]