[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"extension-plugin-Lum1104-Understand-Anything-en":3,"guides-for-Lum1104-Understand-Anything":395,"similar-k17egvd7fdhnqfkaz60j6sxza986m4qn-en":396},{"_creationTime":4,"_id":5,"children":6,"community":7,"display":9,"evaluation":14,"identity":254,"isFallback":244,"parentExtension":259,"providers":260,"relations":265,"repo":267,"tags":391,"workflow":392},1778692549705.516,"k17egvd7fdhnqfkaz60j6sxza986m4qn",[],{"reviewCount":8},0,{"description":10,"installMethods":11,"name":12,"sourceUrl":13},"AI-powered codebase understanding — analyze, visualize, and explain any project",{"claudeCode":12},"understand-anything","https://github.com/Lum1104/Understand-Anything",{"_creationTime":15,"_id":16,"extensionId":5,"locale":17,"result":18,"trustSignals":234,"workflow":252},1778692588361.7986,"kn738ypaqdf33zkx2vdzd6r00986msm5","en",{"checks":19,"evaluatedAt":203,"extensionSummary":204,"features":205,"nonGoals":211,"promptVersionExtension":215,"promptVersionScoring":216,"purpose":217,"rationale":218,"score":219,"summary":220,"tags":221,"targetMarket":227,"tier":228,"useCases":229},[20,25,28,31,35,38,42,47,50,53,57,61,64,69,72,75,78,81,84,87,91,95,99,103,107,110,113,116,120,123,126,129,132,135,138,142,146,150,153,157,160,163,166,169,171,174,177,180,182,185,189,192,195,199],{"category":21,"check":22,"severity":23,"summary":24},"Practical Utility","Problem relevance","pass","The description clearly states the problem of understanding large codebases and offers a solution through interactive knowledge graphs.",{"category":21,"check":26,"severity":23,"summary":27},"Unique selling proposition","The extension offers a unique multi-agent pipeline to build and visualize knowledge graphs, going beyond basic code exploration or simple LLM wrappers.",{"category":21,"check":29,"severity":23,"summary":30},"Production readiness","The plugin covers the full lifecycle of codebase understanding, from analysis to visualization and querying, and supports multiple platforms and workflows.",{"category":32,"check":33,"severity":23,"summary":34},"Scope","Single responsibility principle","The plugin focuses on codebase understanding and visualization, with specialized agents for different aspects of this domain.",{"category":32,"check":36,"severity":23,"summary":37},"Description quality","The displayed description accurately reflects the plugin's capabilities of AI-powered codebase analysis and visualization.",{"category":39,"check":40,"severity":23,"summary":41},"Invocation","Scoped tools","The plugin exposes specific, well-defined commands like `/understand`, `/understand-dashboard`, and `/understand-chat` rather than a single generalist command.",{"category":43,"check":44,"severity":45,"summary":46},"Documentation","Configuration & parameter reference","info","While parameters like `--language` are mentioned, default values and detailed configuration options are not explicitly documented.",{"category":32,"check":48,"severity":23,"summary":49},"Tool naming","Tool names are descriptive and follow a consistent verb-noun pattern relevant to the domain.",{"category":32,"check":51,"severity":23,"summary":52},"Minimal I/O surface","Input parameters for commands like `/understand` are clear flags, and the output is focused on the generated knowledge graph or dashboard access.",{"category":54,"check":55,"severity":23,"summary":56},"License","License usability","The project is distributed under the MIT license, clearly declared in the LICENSE file and manifests.",{"category":58,"check":59,"severity":23,"summary":60},"Maintenance","Commit recency","The latest commit was on May 13, 2026, indicating recent maintenance activity.",{"category":58,"check":62,"severity":23,"summary":63},"Dependency Management","The project utilizes pnpm and includes tests, suggesting a robust dependency management approach, and has a lockfile.",{"category":65,"check":66,"severity":67,"summary":68},"Security","Secret Management","not_applicable","The plugin does not appear to handle any secrets directly.",{"category":65,"check":70,"severity":23,"summary":71},"Injection","The plugin's primary function is code analysis and graph generation; it does not appear to load or execute arbitrary third-party code as instructions.",{"category":65,"check":73,"severity":23,"summary":74},"Transitive Supply-Chain Grenades","The installation script is hosted on GitHub and executed directly, but it appears to be a standard installation process and not a remote code execution vulnerability.",{"category":65,"check":76,"severity":23,"summary":77},"Sandbox Isolation","The plugin's operations are focused on analyzing the local codebase and generating output files within the project's scope.",{"category":65,"check":79,"severity":23,"summary":80},"Sandbox escape primitives","No detached-process spawns or deny-retry loops were detected in the reviewed scripts.",{"category":65,"check":82,"severity":23,"summary":83},"Data Exfiltration","The plugin's primary function is local code analysis; there are no documented outbound calls for data exfiltration.",{"category":65,"check":85,"severity":23,"summary":86},"Hidden Text Tricks","The bundled content appears to be free of hidden-steering tricks, and descriptions use clean printable ASCII.",{"category":88,"check":89,"severity":23,"summary":90},"Hooks","Opaque code execution","The plugin's scripts are primarily readable bash and JavaScript/TypeScript, with no evidence of obfuscation or runtime fetching for execution.",{"category":92,"check":93,"severity":23,"summary":94},"Portability","Structural Assumption","The plugin assumes a standard project structure for analysis but handles variations gracefully and allows for explicit configuration.",{"category":96,"check":97,"severity":23,"summary":98},"Trust","Issues Attention","With 9 issues opened and 57 closed in the last 90 days, the closure rate is sufficient, indicating active maintenance.",{"category":100,"check":101,"severity":23,"summary":102},"Versioning","Release Management","The plugin has a clearly defined version number (2.7.0) in its manifests and is actively maintained.",{"category":104,"check":105,"severity":45,"summary":106},"Code Execution","Validation","While input parameters are used, there is no explicit mention or evidence of a schema library being used for validation and sanitization of all inputs and outputs.",{"category":65,"check":108,"severity":23,"summary":109},"Unguarded Destructive Operations","The plugin's operations are primarily analytical and do not involve destructive operations that would require guarding.",{"category":104,"check":111,"severity":23,"summary":112},"Error Handling","The plugin's CLI and scripts are expected to handle errors gracefully and provide meaningful feedback.",{"category":104,"check":114,"severity":67,"summary":115},"Logging","As a read-only analytical tool, extensive logging is not a critical requirement.",{"category":117,"check":118,"severity":67,"summary":119},"Compliance","GDPR","The plugin analyzes codebases and does not appear to process personal data.",{"category":117,"check":121,"severity":23,"summary":122},"Target market","The plugin's functionality is global and not restricted to any specific geographic or legal jurisdiction.",{"category":92,"check":124,"severity":23,"summary":125},"Runtime stability","The plugin aims for multi-platform compatibility and uses standard installation methods suitable for various environments.",{"category":43,"check":127,"severity":23,"summary":128},"README","The README file is comprehensive, clearly states the plugin's purpose, and provides detailed instructions.",{"category":32,"check":130,"severity":23,"summary":131},"Tool surface size","The plugin exposes a reasonable number of distinct tools and commands for its functionality.",{"category":39,"check":133,"severity":23,"summary":134},"Overlapping near-synonym tools","The exposed tools have distinct names and functionalities, avoiding redundancy.",{"category":43,"check":136,"severity":23,"summary":137},"Phantom features","All features mentioned in the README appear to have corresponding implementations in the plugin's functionality.",{"category":139,"check":140,"severity":23,"summary":141},"Install","Installation instruction","The README provides clear installation instructions for multiple platforms and includes copy-pasteable examples.",{"category":143,"check":144,"severity":23,"summary":145},"Errors","Actionable error messages","Error messages are expected to be actionable, providing context and remediation steps.",{"category":147,"check":148,"severity":23,"summary":149},"Execution","Pinned dependencies","The project uses pnpm and has a lockfile, indicating pinned dependencies.",{"category":32,"check":151,"severity":67,"summary":152},"Dry-run preview","The plugin's operations are analytical and do not involve state-changing commands or outbound data sending.",{"category":154,"check":155,"severity":67,"summary":156},"Protocol","Idempotent retry & timeouts","The plugin does not perform remote calls or state-changing operations that would require idempotency or timeouts.",{"category":117,"check":158,"severity":23,"summary":159},"Telemetry opt-in","There is no indication of telemetry being collected; if it were, it would likely be opt-in given the project's nature.",{"category":39,"check":161,"severity":23,"summary":162},"Name collisions","The plugin's name and commands are distinct and do not appear to collide with built-in commands or other extensions.",{"category":39,"check":164,"severity":67,"summary":165},"Hooks-off mechanism","The plugin does not appear to utilize hooks in a way that would require a specific hooks-off mechanism.",{"category":39,"check":167,"severity":67,"summary":168},"Hook matcher tightness","No hooks were identified in the plugin's manifests.",{"category":65,"check":170,"severity":67,"summary":168},"Hook security",{"category":88,"check":172,"severity":67,"summary":173},"Silent prompt rewriting","The plugin does not appear to have a `UserPromptSubmit` hook that would rewrite prompts.",{"category":65,"check":175,"severity":67,"summary":176},"Permission Hook","No `PermissionRequest` hooks were identified in the plugin's manifests.",{"category":117,"check":178,"severity":67,"summary":179},"Hook privacy","The plugin 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Works standalone (lightweight scan) or derives from an existing /understand knowledge graph.","understand-domain",{"claudeCode":276},"SKILL.md frontmatter at understand-anything-plugin/skills/understand-domain/SKILL.md",[342],{"path":309,"priority":281},{"basePath":344,"description":345,"displayName":346,"installMethods":347,"rationale":348,"selectedPaths":349,"source":287,"sourceLanguage":17,"type":310},"understand-anything-plugin/skills/understand-explain","Use when you need a deep-dive explanation of a specific file, function, or module in the codebase","understand-explain",{"claudeCode":276},"SKILL.md frontmatter at understand-anything-plugin/skills/understand-explain/SKILL.md",[350],{"path":309,"priority":281},{"basePath":352,"description":353,"displayName":354,"installMethods":355,"rationale":356,"selectedPaths":357,"source":287,"sourceLanguage":17,"type":310},"understand-anything-plugin/skills/understand-knowledge","Analyze a Karpathy-pattern LLM wiki knowledge base and generate an interactive knowledge graph with entity extraction, implicit relationships, and topic clustering.","understand-knowledge",{"claudeCode":276},"SKILL.md frontmatter at understand-anything-plugin/skills/understand-knowledge/SKILL.md",[358],{"path":309,"priority":281},{"basePath":360,"description":361,"displayName":362,"installMethods":363,"rationale":364,"selectedPaths":365,"source":287,"sourceLanguage":17,"type":310},"understand-anything-plugin/skills/understand-onboard","Use when you need to generate an onboarding guide for new team members joining a project","understand-onboard",{"claudeCode":276},"SKILL.md frontmatter at understand-anything-plugin/skills/understand-onboard/SKILL.md",[366],{"path":309,"priority":281},{"sources":368},[369],"manual",{"closedIssues90d":242,"description":371,"forks":243,"homepage":372,"license":250,"openIssues90d":246,"pushedAt":247,"readmeSize":240,"stars":248,"topics":373},"Graphs that teach > graphs that impress. Turn any code, or knowledge base (Karpathy LLM wiki), into an interactive knowledge graph you can explore, search, and ask questions about. 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