[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill-jetbrains-skillshare-codebase-audit":3,"mdc-pucpw2-key":33,"related-repo-jetbrains-skillshare-codebase-audit":1180,"related-org-jetbrains-skillshare-codebase-audit":1304},{"slug":4,"name":4,"fn":5,"description":6,"org":7,"tags":11,"stars":22,"repoUrl":23,"updatedAt":24,"license":25,"forks":26,"topics":27,"repo":28,"sourceUrl":31,"mdContent":32},"skillshare-codebase-audit","audit codebase for consistency","Cross-validate CLI flags, docs, tests, and targets for consistency across the codebase. Use this skill whenever the user asks to: audit the codebase, check for consistency issues, find undocumented flags, verify test coverage, validate targets.yaml, check handler split conventions, or verify oplog instrumentation. This is a read-only audit — it reports issues but never modifies files. Use after large refactors, before releases, or whenever you suspect docs\u002Fcode\u002Ftests have drifted out of sync.",{"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],{"name":13,"slug":14,"type":15},"Audit","audit","tag",{"name":17,"slug":18,"type":15},"Engineering","engineering",{"name":20,"slug":21,"type":15},"Code Analysis","code-analysis",252,"https:\u002F\u002Fgithub.com\u002FJetBrains\u002Fskills","2026-07-13T06:41:01.002603",null,17,[],{"repoUrl":23,"stars":22,"forks":26,"topics":29,"description":30},[],"Curated agent skills collection verified by JetBrains","https:\u002F\u002Fgithub.com\u002FJetBrains\u002Fskills\u002Ftree\u002FHEAD\u002Fcodebase-audit","---\nname: skillshare-codebase-audit\ndescription: >-\n  Cross-validate CLI flags, docs, tests, and targets for consistency across the\n  codebase. Use this skill whenever the user asks to: audit the codebase, check\n  for consistency issues, find undocumented flags, verify test coverage, validate\n  targets.yaml, check handler split conventions, or verify oplog instrumentation.\n  This is a read-only audit — it reports issues but never modifies files. Use\n  after large refactors, before releases, or whenever you suspect docs\u002Fcode\u002Ftests\n  have drifted out of sync.\ntargets: [claude, codex]\nmetadata:\n  short-description: \"Audit docs, flags, tests, and targets\"\n  author: Runkids\n  source: https:\u002F\u002Fgithub.com\u002Frunkids\u002Fskillshare\u002Ftree\u002Fmain\u002F.skillshare\u002Fskills\u002Fcodebase-audit\n---\n\nRead-only consistency audit across the skillshare codebase. $ARGUMENTS specifies focus area (e.g., \"flags\", \"tests\", \"targets\") or omit for full audit.\n\n**Scope**: This skill only READS and REPORTS. It does not modify any files. Use `implement-feature` to fix issues or `update-docs` to fix documentation gaps.\n\n## Audit Dimensions\n\nRun all 4 dimensions in parallel where possible. For each, produce a summary table.\n\n### 1. CLI Flag Audit\n\nCompare every flag defined in `cmd\u002Fskillshare\u002F*.go` against `website\u002Fdocs\u002Fcommands\u002F*.md`.\n\n```bash\n# Find all flags in Go source\ngrep -rn 'flag\\.\\(String\\|Bool\\|Int\\)' cmd\u002Fskillshare\u002F\ngrep -rn 'Args\\|Usage' cmd\u002Fskillshare\u002F\n```\n\nReport:\n- **UNDOCUMENTED**: Flag exists in code but not in docs\n- **STALE**: Flag documented but not found in code\n- **OK**: Flag matches between code and docs\n\n### 2. Spec vs Code\n\nFor each spec in `specs\u002F` marked as completed\u002Fdone:\n- Verify the described feature exists in source code\n- Check that the spec's acceptance criteria are testable\n\nReport:\n- **IMPLEMENTED**: Spec complete, code exists\n- **MISMATCH**: Spec says done but code missing or partial\n- **PENDING**: Spec not yet marked complete (informational)\n\n### 3. Test Coverage\n\nFor each command handler in `cmd\u002Fskillshare\u002F\u003Ccmd>.go`:\n- Check if `tests\u002Fintegration\u002F\u003Ccmd>_test.go` exists\n- Check if key behaviors have test cases\n\n```bash\n# List all command handlers\nls cmd\u002Fskillshare\u002F*.go | grep -v '_test.go\\|main.go\\|helpers.go\\|mode.go'\n\n# List all integration tests\nls tests\u002Fintegration\u002F*_test.go\n```\n\nReport:\n- **COVERED**: Command has integration test file with test cases\n- **PARTIAL**: Test file exists but missing key scenarios\n- **MISSING**: No integration test for this command\n\n### 4. Target Audit\n\nVerify `internal\u002Fconfig\u002Ftargets.yaml` entries:\n- Each target has both `global_path` and `project_path`\n- Aliases are consistent\n- No duplicate entries\n\nReport:\n- **OK**: Target entry complete and valid\n- **INCOMPLETE**: Missing required fields\n- **DUPLICATE**: Name or alias collision\n\n## Output Format\n\n```\n== Skillshare Codebase Audit ==\n\n### CLI Flags (N issues)\n| Command   | Flag        | Status       |\n|-----------|-------------|--------------|\n| install   | --force     | OK           |\n| install   | --into      | UNDOCUMENTED |\n\n### Specs (N issues)\n| Spec File            | Status      |\n|----------------------|-------------|\n| copy-sync-mode.md    | IMPLEMENTED |\n| some-feature.md      | MISMATCH    |\n\n### Test Coverage (N issues)\n| Command   | Status  | Notes              |\n|-----------|---------|--------------------|\n| sync      | COVERED |                    |\n| audit     | PARTIAL | missing edge cases |\n| target    | MISSING |                    |\n\n### Targets (N issues)\n| Target    | Status     | Notes         |\n|-----------|------------|---------------|\n| claude    | OK         |               |\n| newagent  | INCOMPLETE | no project_path |\n\n== Summary: X OK \u002F Y issues found ==\n```\n\n### 5. Handler Split Audit\n\nFor commands with >300 lines in `cmd\u002Fskillshare\u002F\u003Ccmd>.go`, verify the handler split convention is followed:\n\n```bash\n# Find large command files\nwc -l cmd\u002Fskillshare\u002F*.go | sort -rn | head -20\n```\n\nCheck that large commands are properly split:\n\n| Suffix | Expected for large commands |\n|--------|---------------------------|\n| `_handlers.go` | Core logic extracted |\n| `_render.go` | Output rendering separated |\n| `_tui.go` | TUI components isolated |\n\nReport:\n- **SPLIT**: Large command properly follows handler split convention\n- **MONOLITH**: >300 lines without split (should be refactored)\n- **N\u002FA**: Small command, no split needed\n\n### 6. Oplog Coverage\n\nVerify all mutating commands have oplog instrumentation:\n\n```bash\n# Find commands that modify state\ngrep -rn 'func handle\\|func cmd' cmd\u002Fskillshare\u002F*.go\n\n# Check for oplog.Write calls\ngrep -rn 'oplog.Write' cmd\u002Fskillshare\u002F\n```\n\nMutating commands (install, uninstall, sync, update, init, collect, backup, restore, trash) should all write to oplog. Read-only commands (list, status, check, search, audit, log, version) should not.\n\nReport:\n- **INSTRUMENTED**: Mutating command has oplog.Write\n- **MISSING**: Mutating command lacks oplog instrumentation\n- **N\u002FA**: Read-only command (no oplog expected)\n\n### 7. Web API Consistency\n\nVerify `internal\u002Fserver\u002Fhandler_*.go` routes match CLI commands:\n\n```bash\n# List all handler files\nls internal\u002Fserver\u002Fhandler_*.go | grep -v _test.go\n\n# Check route registration in server.go\ngrep -n 'HandleFunc\\|Handle(' internal\u002Fserver\u002Fserver.go\n```\n\nReport:\n- **SYNCED**: CLI command has corresponding API handler\n- **CLI-ONLY**: Command exists in CLI but not in Web API (may be intentional)\n- **API-ONLY**: API handler without CLI counterpart (unusual)\n\n## Output Format\n\n```\n== Skillshare Codebase Audit ==\n\n### CLI Flags (N issues)\n| Command   | Flag        | Status       |\n|-----------|-------------|--------------|\n| install   | --force     | OK           |\n| install   | --into      | UNDOCUMENTED |\n\n### Specs (N issues)\n| Spec File            | Status      |\n|----------------------|-------------|\n| copy-sync-mode.md    | IMPLEMENTED |\n| some-feature.md      | MISMATCH    |\n\n### Test Coverage (N issues)\n| Command   | Status  | Notes              |\n|-----------|---------|--------------------|\n| sync      | COVERED |                    |\n| audit     | PARTIAL | missing edge cases |\n| target    | MISSING |                    |\n\n### Targets (N issues)\n| Target    | Status     | Notes         |\n|-----------|------------|---------------|\n| claude    | OK         |               |\n| newagent  | INCOMPLETE | no project_path |\n\n### Handler Split (N issues)\n| Command   | Lines | Status    | Notes              |\n|-----------|-------|-----------|--------------------|\n| install   | 450   | SPLIT     | 6 sub-files        |\n| audit     | 320   | MONOLITH  | should split render |\n| status    | 80    | N\u002FA       |                    |\n\n### Oplog (N issues)\n| Command   | Mutating? | Status        |\n|-----------|-----------|---------------|\n| install   | Yes       | INSTRUMENTED  |\n| trash     | Yes       | MISSING       |\n| list      | No        | N\u002FA           |\n\n### Web API (N issues)\n| Command   | CLI | API | Status   |\n|-----------|-----|-----|----------|\n| install   | Yes | Yes | SYNCED   |\n| diff      | Yes | No  | CLI-ONLY |\n\n== Summary: X OK \u002F Y issues found ==\n```\n\n## Rules\n\n- **Read-only** — never modify files, only report\n- **Evidence-based** — every finding must include file path and line number\n- **No false positives** — verify with grep before flagging\n- **Scope $ARGUMENTS** — if user specifies \"flags\", only run dimension 1; \"handlers\" for dimension 5, \"oplog\" for dimension 6, \"api\" for dimension 7\n",{"data":34,"body":42},{"name":4,"description":6,"targets":35,"metadata":38},[36,37],"claude","codex",{"short-description":39,"author":40,"source":41},"Audit docs, flags, tests, and targets","Runkids","https:\u002F\u002Fgithub.com\u002Frunkids\u002Fskillshare\u002Ftree\u002Fmain\u002F.skillshare\u002Fskills\u002Fcodebase-audit",{"type":43,"children":44},"root",[45,53,81,88,93,100,121,210,215,250,256,269,282,286,319,325,338,359,467,471,504,510,523,555,559,591,597,607,613,625,692,697,776,780,813,819,824,919,924,928,959,965,977,1074,1078,1111,1116,1125,1131,1174],{"type":46,"tag":47,"props":48,"children":49},"element","p",{},[50],{"type":51,"value":52},"text","Read-only consistency audit across the skillshare codebase. $ARGUMENTS specifies focus area (e.g., \"flags\", \"tests\", \"targets\") or omit for full audit.",{"type":46,"tag":47,"props":54,"children":55},{},[56,62,64,71,73,79],{"type":46,"tag":57,"props":58,"children":59},"strong",{},[60],{"type":51,"value":61},"Scope",{"type":51,"value":63},": This skill only READS and REPORTS. 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Status      |\n|----------------------|-------------|\n| copy-sync-mode.md    | IMPLEMENTED |\n| some-feature.md      | MISMATCH    |\n\n### Test Coverage (N issues)\n| Command   | Status  | Notes              |\n|-----------|---------|--------------------|\n| sync      | COVERED |                    |\n| audit     | PARTIAL | missing edge cases |\n| target    | MISSING |                    |\n\n### Targets (N issues)\n| Target    | Status     | Notes         |\n|-----------|------------|---------------|\n| claude    | OK         |               |\n| newagent  | INCOMPLETE | no project_path |\n\n### Handler Split (N issues)\n| Command   | Lines | Status    | Notes              |\n|-----------|-------|-----------|--------------------|\n| install   | 450   | SPLIT     | 6 sub-files        |\n| audit     | 320   | MONOLITH  | should split render |\n| status    | 80    | N\u002FA       |                    |\n\n### Oplog (N issues)\n| Command   | Mutating? | Status        |\n|-----------|-----------|---------------|\n| install   | Yes       | INSTRUMENTED  |\n| trash     | Yes       | MISSING       |\n| list      | No        | N\u002FA           |\n\n### Web API (N issues)\n| Command   | CLI | API | Status   |\n|-----------|-----|-----|----------|\n| install   | Yes | Yes | SYNCED   |\n| diff      | Yes | No  | CLI-ONLY |\n\n== Summary: X OK \u002F Y issues found ==\n",[1121],{"type":46,"tag":65,"props":1122,"children":1123},{"__ignoreMap":127},[1124],{"type":51,"value":1119},{"type":46,"tag":82,"props":1126,"children":1128},{"id":1127},"rules",[1129],{"type":51,"value":1130},"Rules",{"type":46,"tag":216,"props":1132,"children":1133},{},[1134,1144,1154,1164],{"type":46,"tag":220,"props":1135,"children":1136},{},[1137,1142],{"type":46,"tag":57,"props":1138,"children":1139},{},[1140],{"type":51,"value":1141},"Read-only",{"type":51,"value":1143}," — never modify files, only report",{"type":46,"tag":220,"props":1145,"children":1146},{},[1147,1152],{"type":46,"tag":57,"props":1148,"children":1149},{},[1150],{"type":51,"value":1151},"Evidence-based",{"type":51,"value":1153}," — every finding must include file path and line number",{"type":46,"tag":220,"props":1155,"children":1156},{},[1157,1162],{"type":46,"tag":57,"props":1158,"children":1159},{},[1160],{"type":51,"value":1161},"No false positives",{"type":51,"value":1163}," — verify with grep before flagging",{"type":46,"tag":220,"props":1165,"children":1166},{},[1167,1172],{"type":46,"tag":57,"props":1168,"children":1169},{},[1170],{"type":51,"value":1171},"Scope $ARGUMENTS",{"type":51,"value":1173}," — if user specifies \"flags\", only run dimension 1; \"handlers\" for dimension 5, \"oplog\" for dimension 6, \"api\" for dimension 7",{"type":46,"tag":1175,"props":1176,"children":1177},"style",{},[1178],{"type":51,"value":1179},"html .light .shiki span {color: var(--shiki-light);background: var(--shiki-light-bg);font-style: var(--shiki-light-font-style);font-weight: var(--shiki-light-font-weight);text-decoration: var(--shiki-light-text-decoration);}html.light .shiki span {color: var(--shiki-light);background: var(--shiki-light-bg);font-style: var(--shiki-light-font-style);font-weight: var(--shiki-light-font-weight);text-decoration: var(--shiki-light-text-decoration);}html .default .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}html.dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}",{"items":1181,"total":1303},[1182,1201,1216,1232,1247,1270,1287],{"slug":1183,"name":1183,"fn":1184,"description":1185,"org":1186,"tags":1187,"stars":22,"repoUrl":23,"updatedAt":1200},"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},[1188,1191,1194,1197],{"name":1189,"slug":1190,"type":15},"Creative","creative",{"name":1192,"slug":1193,"type":15},"Generative Art","generative-art",{"name":1195,"slug":1196,"type":15},"Graphics","graphics",{"name":1198,"slug":1199,"type":15},"JavaScript","javascript","2026-07-13T06:41:35.540127",{"slug":1202,"name":1202,"fn":1203,"description":1204,"org":1205,"tags":1206,"stars":22,"repoUrl":23,"updatedAt":1215},"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},[1207,1210,1211,1212],{"name":1208,"slug":1209,"type":15},"Best Practices","best-practices",{"name":17,"slug":18,"type":15},{"name":1198,"slug":1199,"type":15},{"name":1213,"slug":1214,"type":15},"TypeScript","typescript","2026-07-13T06:43:13.153309",{"slug":1217,"name":1217,"fn":1218,"description":1219,"org":1220,"tags":1221,"stars":22,"repoUrl":23,"updatedAt":1231},"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},[1222,1225,1228],{"name":1223,"slug":1224,"type":15},"Branding","branding",{"name":1226,"slug":1227,"type":15},"Design","design",{"name":1229,"slug":1230,"type":15},"Typography","typography","2026-07-13T06:43:06.077629",{"slug":1233,"name":1233,"fn":1234,"description":1235,"org":1236,"tags":1237,"stars":22,"repoUrl":23,"updatedAt":1246},"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},[1238,1239,1240,1243],{"name":1189,"slug":1190,"type":15},{"name":1226,"slug":1227,"type":15},{"name":1241,"slug":1242,"type":15},"Images","images",{"name":1244,"slug":1245,"type":15},"PDF","pdf","2026-07-13T06:39:58.803113",{"slug":1248,"name":1248,"fn":1249,"description":1250,"org":1251,"tags":1252,"stars":22,"repoUrl":23,"updatedAt":1269},"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},[1253,1256,1259,1262,1263,1266],{"name":1254,"slug":1255,"type":15},"CI\u002FCD","ci-cd",{"name":1257,"slug":1258,"type":15},"Containers","containers",{"name":1260,"slug":1261,"type":15},"Deployment","deployment",{"name":17,"slug":18,"type":15},{"name":1264,"slug":1265,"type":15},"Kotlin","kotlin",{"name":1267,"slug":1268,"type":15},"Spring","spring","2026-07-13T06:41:47.83899",{"slug":1271,"name":1271,"fn":1272,"description":1273,"org":1274,"tags":1275,"stars":22,"repoUrl":23,"updatedAt":1286},"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},[1276,1279,1282,1285],{"name":1277,"slug":1278,"type":15},"Cloudflare","cloudflare",{"name":1280,"slug":1281,"type":15},"Cloudflare Pages","cloudflare-pages",{"name":1283,"slug":1284,"type":15},"Cloudflare Workers","cloudflare-workers",{"name":1260,"slug":1261,"type":15},"2026-07-17T06:04:42.853896",{"slug":1288,"name":1288,"fn":1289,"description":1290,"org":1291,"tags":1292,"stars":22,"repoUrl":23,"updatedAt":1302},"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},[1293,1296,1299],{"name":1294,"slug":1295,"type":15},"Automation","automation",{"name":1297,"slug":1298,"type":15},"Desktop","desktop",{"name":1300,"slug":1301,"type":15},"UI Components","ui-components","2026-07-13T06:40:38.798626",128,{"items":1305,"total":1428},[1306,1322,1331,1340,1349,1359,1368,1377,1386,1396,1405,1418],{"slug":1307,"name":1307,"fn":1308,"description":1309,"org":1310,"tags":1311,"stars":1319,"repoUrl":1320,"updatedAt":1321},"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},[1312,1315,1318],{"name":1313,"slug":1314,"type":15},"Architecture","architecture",{"name":1316,"slug":1317,"type":15},"Configuration","configuration",{"name":17,"slug":18,"type":15},1650,"https:\u002F\u002Fgithub.com\u002FJetBrains\u002FMPS","2026-07-17T06:06:57.311661",{"slug":1323,"name":1323,"fn":1324,"description":1325,"org":1326,"tags":1327,"stars":1319,"repoUrl":1320,"updatedAt":1330},"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},[1328,1329],{"name":1313,"slug":1314,"type":15},{"name":17,"slug":18,"type":15},"2026-07-17T06:04:48.066901",{"slug":1332,"name":1332,"fn":1333,"description":1334,"org":1335,"tags":1336,"stars":1319,"repoUrl":1320,"updatedAt":1339},"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},[1337,1338],{"name":1313,"slug":1314,"type":15},{"name":17,"slug":18,"type":15},"2026-07-13T06:45:21.757084",{"slug":1341,"name":1341,"fn":1342,"description":1343,"org":1344,"tags":1345,"stars":1319,"repoUrl":1320,"updatedAt":1348},"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},[1346,1347],{"name":1313,"slug":1314,"type":15},{"name":20,"slug":21,"type":15},"2026-07-23T05:41:33.639365",{"slug":1350,"name":1350,"fn":1351,"description":1352,"org":1353,"tags":1354,"stars":1319,"repoUrl":1320,"updatedAt":1358},"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},[1355],{"name":1356,"slug":1357,"type":15},"Data Analysis","data-analysis","2026-07-13T06:45:19.114674",{"slug":1360,"name":1360,"fn":1361,"description":1362,"org":1363,"tags":1364,"stars":1319,"repoUrl":1320,"updatedAt":1367},"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},[1365,1366],{"name":1226,"slug":1227,"type":15},{"name":1300,"slug":1301,"type":15},"2026-07-23T05:41:56.638151",{"slug":1369,"name":1369,"fn":1370,"description":1371,"org":1372,"tags":1373,"stars":1319,"repoUrl":1320,"updatedAt":1376},"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},[1374,1375],{"name":17,"slug":18,"type":15},{"name":1300,"slug":1301,"type":15},"2026-07-23T05:41:49.666535",{"slug":1378,"name":1378,"fn":1379,"description":1380,"org":1381,"tags":1382,"stars":1319,"repoUrl":1320,"updatedAt":1385},"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},[1383,1384],{"name":1313,"slug":1314,"type":15},{"name":17,"slug":18,"type":15},"2026-07-13T06:44:59.507855",{"slug":1387,"name":1387,"fn":1388,"description":1389,"org":1390,"tags":1391,"stars":1319,"repoUrl":1320,"updatedAt":1395},"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},[1392,1393,1394],{"name":1313,"slug":1314,"type":15},{"name":20,"slug":21,"type":15},{"name":17,"slug":18,"type":15},"2026-07-17T06:06:58.042999",{"slug":1397,"name":1397,"fn":1398,"description":1399,"org":1400,"tags":1401,"stars":1319,"repoUrl":1320,"updatedAt":1404},"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},[1402,1403],{"name":1313,"slug":1314,"type":15},{"name":17,"slug":18,"type":15},"2026-07-23T05:41:48.692899",{"slug":1406,"name":1406,"fn":1407,"description":1408,"org":1409,"tags":1410,"stars":1319,"repoUrl":1320,"updatedAt":1417},"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},[1411,1414],{"name":1412,"slug":1413,"type":15},"Debugging","debugging",{"name":1415,"slug":1416,"type":15},"Migration","migration","2026-07-13T06:45:20.372122",{"slug":1419,"name":1419,"fn":1420,"description":1421,"org":1422,"tags":1423,"stars":1319,"repoUrl":1320,"updatedAt":1427},"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},[1424],{"name":1425,"slug":1426,"type":15},"Data Modeling","data-modeling","2026-07-23T05:41:30.705975",188]