Brainstorming
xpinjection/test-driven-spring-boot
You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior.
A skill your agent uses when defining or modifying MPS generators — author a generator module, add or edit root/reduction/weaving/pattern mapping rules, attach template macros ($COPYSRC, $LOOP, $IF…
$ npx skills add JetBrains/MPS --skill mps-aspect-generator -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install JetBrains/MPS mps-aspect-generator --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/JetBrains/MPS.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/mps-aspect-generator .claude/skills/mps-aspect-generator && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "mps-aspect-generator" agent skill from https://github.com/JetBrains/MPS/tree/master/.agents/skills/mps-aspect-generator into .claude/skills/mps-aspect-generator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mps-aspect-generator", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/JetBrains/MPS/tree/master/.agents/skills/mps-aspect-generatorType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add JetBrains/MPS --skill mps-aspect-generator -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install JetBrains/MPS mps-aspect-generator --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/JetBrains/MPS.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/mps-aspect-generator .agents/skills/mps-aspect-generator && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "mps-aspect-generator" agent skill from https://github.com/JetBrains/MPS/tree/master/.agents/skills/mps-aspect-generator into .agents/skills/mps-aspect-generator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mps-aspect-generator", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add JetBrains/MPS --skill mps-aspect-generator -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install JetBrains/MPS mps-aspect-generator --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/JetBrains/MPS.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/mps-aspect-generator .cursor/skills/mps-aspect-generator && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "mps-aspect-generator" agent skill from https://github.com/JetBrains/MPS/tree/master/.agents/skills/mps-aspect-generator into .cursor/skills/mps-aspect-generator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mps-aspect-generator", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/JetBrains/MPS.git --path .agents/skills/mps-aspect-generator--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add JetBrains/MPS --skill mps-aspect-generator -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install JetBrains/MPS mps-aspect-generator --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/JetBrains/MPS.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/mps-aspect-generator .gemini/skills/mps-aspect-generator && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "mps-aspect-generator" agent skill from https://github.com/JetBrains/MPS/tree/master/.agents/skills/mps-aspect-generator into .gemini/skills/mps-aspect-generator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mps-aspect-generator", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install JetBrains/MPS mps-aspect-generatorInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add JetBrains/MPS --skill mps-aspect-generator -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/JetBrains/MPS.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/mps-aspect-generator .github/skills/mps-aspect-generator && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "mps-aspect-generator" agent skill from https://github.com/JetBrains/MPS/tree/master/.agents/skills/mps-aspect-generator into .github/skills/mps-aspect-generator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mps-aspect-generator", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add JetBrains/MPS --skill mps-aspect-generator -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install JetBrains/MPS mps-aspect-generator --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/JetBrains/MPS.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/mps-aspect-generator .opencode/skills/mps-aspect-generator && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "mps-aspect-generator" agent skill from https://github.com/JetBrains/MPS/tree/master/.agents/skills/mps-aspect-generator into .opencode/skills/mps-aspect-generator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mps-aspect-generator", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
mps-aspect-generatorA skill your agent uses when defining or modifying MPS generators — author a generator module, add or edit root/reduction/weaving/pattern mapping rules, attach template macros ($COPYSRC, $LOOP, $IF…
Mps Aspect Generator is an agent skill from JetBrains/MPS, published by the product's own GitHub organization. Use when defining or modifying MPS generators — author a generator module, add or edit root/reduction/weaving/pattern mapping rules, attach template macros ($COPYSRC, $LOOP, $IF, $PROPERTY, $REF, $SWITCH, $MAPSRC, $WEAVE, $INSERT, $LABEL, $TRACE, $VAR), wire mapping labels, build template switches, write pre/post mapping scripts, navigate genContext, or debug "rule didn't fire", missing references, empty output, infinite reduction loops, and generated-Java compile failures.
Its SKILL.md is about 3.2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 37 other files, including reference files (for example `references/algorithm.md`, `references/aspect-model-stereotypes.md` and `references/calling-into-generator.md`).
It works with Java. The repository describes itself as: JetBrains Meta programming System. The licence is Apache-2.0.
8 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 3e9cfcd. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Mps Aspect Generator loads about 3.2k tokens when it runs, and up to ~33k if it reads all its reference files. Until then it costs about 126 tokens; SKILL.md has 1,422 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from JetBrains/MPS at commit 3e9cfcd, republished under its Apache-2.0 licence (© JetBrains). 1,422 words, ~3,212 tokens.
.claude/skills/mps-aspect-generator/SKILL.md (or your agent's skills folder). This skill also uses 35 other files; get the full folder from GitHub.Companion names in this skill are lazy dependencies: load only those relevant to the current task. If this skill came from an MCP server, use the host's skill loader to resolve the companion's unique discovered entry URI on the same host-assigned originating server. If the host has no server-backed skill loader, stop and report that limitation; do not silently fall back to a filesystem copy. If this skill came from a filesystem catalog, load the named sibling from that same catalog at <skills-root>/<skill-name>/SKILL.md, even if remote skill loaders are also available. Do not invent a tool name or server endpoint.
A generator transforms models written in the source language into models of one or more target languages (usually BaseLanguage or another DSL). It is a separate MPS module — a generator module — owned by the language and driven by templates: target-language code snippets annotated with macros.
A generator translates from the problem domain (source language) toward the implementation domain, often as a cascade: each generator lowers the abstraction level by producing its target language, which becomes the next generator's input, until a base language (usually BaseLanguage) is reached and TextGen emits plain text.
A generator definition has a stable part and a variable part:
Solution the language declares as a runtime module — as MPS-authored source or a bundled JAR), not as a template.Idiomatic generators keep the stable part out of the templates and emit thin code that calls into the runtime solution. Before adding rules, decide how much is stable: see the architecture ladder in references/cookbook.md and the stable-vs-variable split + wiring in references/runtime-solutions.md in the mps-aspect-accessories skill root after loading that companion skill from the same origin (worked example: the Kaja language + its JavaKaja runtime).
source_gen/. If a bug appears in generated Java, the fix almost always belongs in a template, macro body, or concept behavior. Patch generated output only when explicitly told to.applicableConcept must be a structure-model node ref (r:<modelUUID>(<lang>.structure)/<nodeId>), never the c:<langUUID>/<conceptId> form. Wrong form → silent Unresolved reference: c:.... See references/rule-consequences.md.TemplateDeclaration used as a reduction target requires at least one TemplateFragment on the produced subtree, or the rule fires and emits nothing.references/module-structure.md). Adding a class to the wrong one yields "cannot resolve" in generated Java or unusable concepts in templates.smodelAttribute child role, and co-located macros are chained in child order — order is semantics. $IF$ before $LOOP$ gates the whole loop in the outer context; $LOOP$ before $IF$ evaluates the condition per iteration. The $LOOP$ + $COPY_SRC$ pair is order-insensitive only because $COPY_SRC$ is terminal — don't generalize. See references/macro-catalog.md.DismissTopMappingRule, a marker subconcept, or $COPY_SRC$.mps_mcp_get_project_structure(moduleKind="Language") and find yours by name: each language entry carries a generators array (unconditional — not gated on includeDependencies) listing every owned generator's name and reference. Prefer this over startingPoint="<language-name>" — a language and its owned generator share a base name, so a name starting point can resolve to the generator module instead, and then the generators array is never emitted. (If you already hold the language's persistent reference, startingPoint="<reference>" resolves by id and is also unambiguous.) To go the other direction, each generator entry carries a sourceLanguage field (only when includeDependencies=true) with the owning language's name and reference; follow it with mps_mcp_get_project_structure(startingPoint="<sourceLanguage.reference>", includeModels=true). If no generator exists yet: mps_mcp_create_module(type="generator", parentLanguage="<lang>").template/main@generator.mps (the generator model stereotype — name@generator; see aspect-model-stereotypes.md for all model identifiers), add the used languages you target (jetbrains.mps.devkit.templates is the quickest umbrella) and ensure the target language is also a module generate-into dependency on the language .mpl (see references/module-structure.md).MappingConfiguration root (mps_mcp_create_root_node with the FQN in references/concept-fqns.md).Root_MappingRule for whole-root mapping;Reduction_MappingRule for in-place rewrites (inline RuleConsequence or TemplateDeclarationReference);Weaving_MappingRule to add content into an already-generated container.smodelAttribute children. Mark the produced subtree with TemplateFragment (or RootTemplateAnnotation on a target root).RootTemplateAnnotation alone does NOT register a root mapping. It only marks a target root as a template; a Root_MappingRule (step 4) whose template reference points to that annotated root is also required. Without the rule, generation silently produces no output for that root — MAKE still reports success.MappingConfiguration; tag writers (labelDeclaration ref or $LABEL$ macro); read with genContext.get/pick output <label> for (<input>) inside $REF$ or other queries.mps_mcp_check_root_node_problems on the MappingConfiguration and every template (re-run with onlyNodesWithProblems = false if siblings look "missing").mps_mcp_alter_nodes MAKE over the generator and a sample model; read the generated text (see Reading generator output below). Use the Generator Tracer / $TRACE$ macros to bisect misgenerated fragments.If MPS MCP tools are unavailable, do not hand-edit serialized .mps files unless explicitly asked — inspect only and report.
After a MAKE, generators write Java (and TextGen artifacts like .xml, .scxml) to the owning module's source_gen/ directory. No mps_mcp_* tool reads this output — but the MPS MCP server exposes the same generic IDE file tools, so generated text is readable over MCP today. Don't drop to a raw shell find/cat.
Path convention. Output lands at <module-dir>/source_gen/<model-namespace>/<java-package>/<File>.java, where the model namespace's dots become directory separators. Example: model Kaja.sandbox in solution Kajak.sandbox → samples/robot_Kaja/solutions/Kajak.sandbox/source_gen/Kaja/sandbox/sandbox/Karel.java (trailing sandbox/ is the Java package). TextGen artifacts (.scxml, etc.) follow the same layout. A module may override its output root, so if source_gen/ is not beside the module descriptor, check the module's output path.
Tools. Use the generic IDE file tools (exposed by the MPS MCP server, also by IDEA's; pass projectPath to disambiguate) — not mps_mcp_*:
find_files_by_glob — discover what was generated, e.g. project-root-relative **/Kajak.sandbox/source_gen/**/*.java. Note this matches only .java; use list_directory_tree to also see TextGen artifacts (.scxml, trace.info, …).list_directory_tree — browse the output directory.read_file — read a specific generated file (output is line-capped; use its max_lines/start_line args for large files).Staleness. On-disk source_gen/ reflects the last MAKE. Re-run MAKE before reading so the output matches the current model, otherwise you may read stale text.
mps-aspect-generation-plan — priorities, checkpoints, plan contributions; pair this with priority-ordering questions.mps-aspect-textgen — converting the final model to plain text (last pipeline stage).mps-aspect-behavior — put non-trivial per-concept logic in behavior methods called from macros.mps-model-manipulation — smodel-access idioms (SPropertyAccess, SLinkAccess, Node_GetChildrenOperation) inside query bodies; for a macro query body open only references/dot-expression-basics.md in the mps-model-manipulation skill root after loading that companion skill from the same origin.mps-quotations — quotation/anti-quotation syntax for building nodes inside $INSERT$ and $MAP_SRC$.mapperFunction.mps-baselanguage — host language for macro query bodies and RulesFunctions_* helpers.Start here — most common case: one reduction rule with template macros → read only references/macro-catalog.md, plus references/concept-fqns.md for the blueprint shape; a brand-new generator module → only references/module-structure.md; a rule that did not fire or generated code that will not compile → only references/common-failures.md.
references/module-structure.md — read when setting up a generator or fixing "cannot resolve"/missing-concept issues.TemplateDeclarationReference, Inline*, AbandonInput, DismissTop) + the critical applicableConcept ref-form gotcha: references/rule-consequences.md.references/macro-catalog.md — read before attaching any macro.$MAP_SRC$ in depth (replace input, mapperFunction, postMapperFunction, label-on-site): references/macro-map-src.md.$REF$ / ReferenceMacro in depth (label-based and name-based forms, return types): references/macro-reference.md.$WEAVE$, $VAR$, $TRACE$, $LABEL$, $INSERT$: references/macros-rare.md.IfMacro_Condition, SourceSubstituteMacro_*, etc.): references/query-bodies.md.get vs pick vs get list: references/mapping-labels.md.contextNodeQuery, when to use vs. reductions: references/weaving-rules.md.extends across generator modules: references/template-switches.md.references/pattern-rules.md.modifiesModel: references/mapping-scripts.md.references/utility-models.md.genContext operations catalog (every GenerationContextOp_* with editor alias and purpose): references/generation-context.md.references/algorithm.md.references/cookbook.md.references/common-failures.md.MappingConfiguration blueprint: references/concept-fqns.md.RulesFunctions_*, utility models: references/calling-into-generator.md.© JetBrains, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 35 other files (references) in .agents/skills/mps-aspect-generator of JetBrains/MPS.
Open the folder on GitHubat commit 3e9cfcd
Mps Aspect Generator next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Mps Aspect Generator this skillJetBrains/MPS | 1.7k | — | ~3.2k | Automated safety check: Pass | Apache-2.0 | |
| Brainstormingxpinjection/test-driven-spring-boot | 112 | 54 repos | ~2.6k | Automated safety check: Pass | MIT | |
| Android API Diffgkd-kit/gkd | 43k | — | ~796 | Automated safety check: Pass | GPL-3.0 | |
| Video Cover Imageitwanger/toBeBetterJavaer | 18k | — | ~3.3k | Automated safety check: Pass | None | |
| Lancedb Update Lance Dependencylancedb/lancedb | 12k | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | |
| Java SDK E2E Test with Replay Snapshotgithub/copilot-sdk | 11k | — | ~1.8k | Automated safety check: Pass | MIT |
xpinjection/test-driven-spring-boot
You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior.
gkd-kit/gkd
Looks up Android framework Java and AIDL APIs across versions with the android-api-diff CLI: signatures, availability, source files and hidden-API access code.
itwanger/toBeBetterJavaer
Generate matched 3:4, 16:9, and 4:3 short-video cover images from toBeBetterJavaer video scripts or AI/Java technical topics.
lancedb/lancedb
Update LanceDB to a specific Lance release or tag. An agent skill from lancedb/lancedb.
github/copilot-sdk
Creates a Java SDK end-to-end test for the Copilot SDK that runs against a recorded YAML snapshot through a replay proxy, so CI needs no real authentication.
apache/fory
Prepare an Apache Fory release candidate from a clean release branch, including the version bump, RC tag, JVM staging, ASF source artifacts, SVN upload, and vote email.
JetBrains/MPS
Analyze an MPS language by name — discover concepts, properties, references, children, aspects (editor/constraints/behavior), metadata, and answer type questions (is A a subtype of B, common…
JetBrains/MPS
Add, update, or delete MPS nodes using JSON blueprints — covers the unified blueprint format, staged construction for large subtrees, validation, and reference repair.
JetBrains/MPS
Open an MPS project in a running or freshly started MPS instance when MCP tools fail because no project is open (welcome screen), close an open project with mpsmcpcloseproject, or create a new empty…
JetBrains/MPS
Complete JetBrains MPS workflow guide for DSL projects — models, languages, generators, node JSON blueprints, type queries, validation, MPS MCP tool usage, and the index of companion skills.
JetBrains/MPS
Structured MPS bugfix workflow driven by a YouTrack issue ID — preflight tool checks, version/branch derivation, parallel-agent problem analysis, solution design, branch creation, implementation…
JetBrains/MPS
Define concepts, interface concepts, enumerations, and constrained data types in an MPS language's structure aspect.
Works with
A skill your agent uses when defining or modifying MPS generators — author a generator module, add or edit root/reduction/weaving/pattern mapping rules, attach template macros ($COPYSRC, $LOOP, $IF…. Mps Aspect Generator is an agent skill from JetBrains/MPS, published by the product's own GitHub organization. Use when defining or modifying MPS generators — author a generator module, add or edit root/reduction/weaving/pattern mapping rules, attach template macros ($COPYSRC, $LOOP, $IF, $PROPERTY, $REF, $SWITCH, $MAPSRC, $WEAVE, $INSERT, $LABEL, $TRACE, $VAR), wire mapping labels, build template switches, write pre/post mapping scripts, navigate genContext, or debug "rule didn't fire", missing references, empty output, infinite reduction loops, and generated-Java compile failures.
Mps Aspect Generator fits situations like: modifying MPS generators — author a generator module; edit root/reduction/weaving/pattern mapping rules; attach template macros ($COPYSRC; wire mapping labels.
Run `npx skills add JetBrains/MPS --skill mps-aspect-generator -a claude-code`. Or copy the skill folder (.agents/skills/mps-aspect-generator in JetBrains/MPS) into .claude/skills/mps-aspect-generator in your project. Claude Code loads it when a task matches its description.
Run `npx skills add JetBrains/MPS --skill mps-aspect-generator -a codex`. Or copy the skill folder (.agents/skills/mps-aspect-generator in JetBrains/MPS) into .agents/skills/mps-aspect-generator in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add JetBrains/MPS --skill mps-aspect-generator -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/mps-aspect-generator, .gemini/skills/mps-aspect-generator, .github/skills/mps-aspect-generator and .opencode/skills/mps-aspect-generator in your project.
SKILL.md names no scripts, command-line tools or credentials: Mps Aspect Generator is instructions for the agent only.
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Mps Aspect Generator is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 3.2k tokens (SKILL.md is roughly 13k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 30k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Mps Aspect Generator: Brainstorming (xpinjection/test-driven-spring-boot, 112 stars), Android API Diff (gkd-kit/gkd, 43k stars), Video Cover Image (itwanger/toBeBetterJavaer, 18k stars) and Lancedb Update Lance Dependency (lancedb/lancedb, 12k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
JetBrains (a GitHub organization, an official publisher) maintains it in JetBrains/MPS, which has 1,661 GitHub stars. The repository holds 41 skills in this directory. The repository was last updated on October 8, 2026.
Source: JetBrains/MPS on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.