[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"extension-cli-pyramidheadshark-claude-scaffold-en":3,"guides-for-pyramidheadshark-claude-scaffold":331,"similar-k171qd9d3vd6jx85hxzvja2q1h86njhr-en":332},{"_creationTime":4,"_id":5,"children":6,"community":7,"display":9,"evaluation":14,"identity":265,"isFallback":261,"parentExtension":268,"providers":269,"relations":274,"repo":276,"tags":327,"workflow":328},1778695962216.0022,"k171qd9d3vd6jx85hxzvja2q1h86njhr",[],{"reviewCount":8},0,{"description":10,"installMethods":11,"name":12,"sourceUrl":13},"Claude Code infrastructure for ML and AI engineers — skills, hooks, agents, and CI 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management.",{"category":21,"check":26,"severity":23,"summary":27},"Unique selling proposition","The tool offers significant value beyond a simple prompt by providing integrated scaffolding, token optimization features, and multi-repo management, which are not default LLM behaviors.",{"category":21,"check":29,"severity":23,"summary":30},"Production readiness","The extension provides a comprehensive set of features for managing AI agent workflows, including project setup, hooks, skills, and CI profiles, covering the complete lifecycle.",{"category":32,"check":33,"severity":23,"summary":34},"Scope","Single responsibility principle","The tool consolidates several related functionalities (scaffolding, token optimization, multi-repo management) under the umbrella of AI agent infrastructure, maintaining a coherent domain.",{"category":32,"check":36,"severity":23,"summary":37},"Description quality","The provided description accurately reflects the tool's purpose as infrastructure for ML and AI engineers, highlighting its key features like skills, hooks, agents, and CI profiles.",{"category":39,"check":40,"severity":23,"summary":41},"Invocation","Scoped tools","The CLI exposes a well-defined set of commands like 'init', 'update', 'status', 'add-skill', etc., which are specific verb-noun actions related to scaffold management.",{"category":43,"check":44,"severity":23,"summary":45},"Documentation","Configuration & parameter reference","The README and code provide detailed documentation for configuration, profiles, command-line options, and their precedence, including defaults where applicable.",{"category":32,"check":47,"severity":23,"summary":48},"Tool naming","Command names like 'init', 'update', 'status', 'add-skill', 'registry', 'deps' are descriptive, verb-noun or noun-verb, and fit the declared domain.",{"category":32,"check":50,"severity":23,"summary":51},"Minimal I/O surface","The tool's commands and options appear to request only necessary data, and outputs are generally structured or clearly defined, avoiding excessive diagnostic dumps.",{"category":53,"check":54,"severity":23,"summary":55},"License","License usability","The extension is distributed under the MIT license, which is a permissive open-source license, and is clearly declared in package.json and LICENSE file.",{"category":57,"check":58,"severity":23,"summary":59},"Maintenance","Commit recency","The repository has recent commits, indicating active maintenance within the last 3 months.",{"category":57,"check":61,"severity":23,"summary":62},"Dependency Management","Dependencies are managed via package.json and npm, with Jest tests present, suggesting a reasonable approach to dependency handling.",{"category":64,"check":65,"severity":23,"summary":66},"Security","Secret Management","The tool focuses on infrastructure and scaffold management, and there are no indications of it handling or echoing sensitive secrets.",{"category":64,"check":68,"severity":23,"summary":69},"Injection","The CLI commands and scripts appear to treat input as data, and there's no evidence of executing arbitrary code or remote content.",{"category":64,"check":71,"severity":23,"summary":72},"Transitive Supply-Chain Grenades","The extension does not appear to fetch or execute external code at runtime; dependencies are managed via npm.",{"category":64,"check":74,"severity":23,"summary":75},"Sandbox Isolation","The tool operates within its defined scope and manages project files or configurations without attempting to modify external system files.",{"category":64,"check":77,"severity":23,"summary":78},"Sandbox escape primitives","No evidence of detached-process spawns or retry loops around denied tool calls was found in the provided code.",{"category":64,"check":80,"severity":23,"summary":81},"Data Exfiltration","The tool's functionality does not involve reading or submitting confidential data to third parties.",{"category":64,"check":83,"severity":23,"summary":84},"Hidden Text Tricks","The bundled content and descriptions appear to be free of hidden steering tricks or obfuscation characters.",{"category":86,"check":87,"severity":23,"summary":88},"Hooks","Opaque code execution","The CLI scripts are written in plain JavaScript and do not involve obfuscation, base64 payloads, or runtime code fetching.",{"category":90,"check":91,"severity":23,"summary":92},"Portability","Structural Assumption","The tool's operations are primarily confined to the project's directory or `.claude` configuration, with clear assumptions about project structure documented.",{"category":94,"check":95,"severity":23,"summary":96},"Trust","Issues Attention","The repository shows a healthy ratio of closed to open issues, indicating good maintainer engagement.",{"category":98,"check":99,"severity":23,"summary":100},"Versioning","Release Management","The project has a version defined in package.json ('2.7.2') and a CHANGELOG, indicating a clear release management process.",{"category":102,"check":103,"severity":23,"summary":104},"Code Execution","Validation","The CLI tool uses the 'commander' library, which provides robust argument parsing and validation, and the README suggests structured configuration inputs.",{"category":64,"check":106,"severity":23,"summary":107},"Unguarded Destructive Operations","Destructive operations like file writes are typically guarded by flags like '--dry-run' or interactive prompts, ensuring user confirmation.",{"category":102,"check":109,"severity":23,"summary":110},"Error Handling","The CLI tool uses commander for argument parsing and includes error handling for unknown commands or options, exiting non-zero.",{"category":102,"check":112,"severity":23,"summary":113},"Logging","The tool logs actions to `.claude/logs/` and provides commands to view session logs, enabling auditability.",{"category":115,"check":116,"severity":23,"summary":117},"Compliance","GDPR","The tool focuses on project infrastructure and configuration, and does not appear to handle personal data directly.",{"category":115,"check":119,"severity":23,"summary":120},"Target market","The tool is a general-purpose development utility and does not exhibit regional or jurisdictional logic, making it globally applicable.",{"category":90,"check":122,"severity":23,"summary":123},"Runtime stability","The tool specifies Node.js and Python version requirements and appears to be cross-platform compatible based on the README.",{"category":43,"check":125,"severity":23,"summary":126},"README","The README is comprehensive, well-structured, and clearly explains the tool's purpose, features, and usage.",{"category":32,"check":128,"severity":23,"summary":129},"Tool surface size","The CLI exposes a reasonable number of commands (init, update, status, registry, etc.), staying within the target range.",{"category":39,"check":131,"severity":23,"summary":132},"Overlapping near-synonym tools","The commands have distinct names and functionalities, avoiding redundancy or near-synonyms.",{"category":43,"check":134,"severity":23,"summary":135},"Phantom features","All features mentioned in the README, such as scaffolding, token optimization, and multi-repo management, are backed by implemented commands and hooks.",{"category":137,"check":138,"severity":23,"summary":139},"Install","Installation instruction","The README provides clear installation instructions via npm and a Python alternative, along with copy-pasteable examples and setup details.",{"category":141,"check":142,"severity":23,"summary":143},"Errors","Actionable error messages","The CLI provides informative error messages, including exit codes and guidance on remediation, especially for command-line arguments and configurations.",{"category":145,"check":146,"severity":23,"summary":147},"Execution","Pinned dependencies","Dependencies are managed via package.json and npm, and the project includes a lockfile (`package-lock.json` is implied by `hasLockfile: true`), indicating pinned dependencies.",{"category":32,"check":149,"severity":23,"summary":150},"Dry-run preview","The 'update --all --dry-run' command provides a preview of changes without executing them.",{"category":152,"check":153,"severity":23,"summary":154},"Protocol","Idempotent retry & timeouts","The tool's operations, like updating projects, are designed to be idempotent or have dry-run options, and standard Node.js error handling manages timeouts.",{"category":115,"check":156,"severity":23,"summary":157},"Telemetry opt-in","The extension does not appear to collect telemetry by default, and any optional telemetry via 'ccusage' is opt-in.",{"category":39,"check":159,"severity":23,"summary":160},"Hierarchical discoverable arguments","The CLI utilizes a clear hierarchical structure for commands (e.g., `registry search`, `deps add`) with detailed help messages and examples.",{"category":39,"check":162,"severity":23,"summary":163},"Unknown-flag handling","The 'commander' library used for argument parsing typically handles unknown flags by providing an error message and suggestions.",{"category":64,"check":165,"severity":23,"summary":166},"Secrets not in argv","Configuration and secrets are managed via environment variables, config files (like .claude/settings.json), or interactive prompts, not directly in argv.",{"category":39,"check":168,"severity":23,"summary":169},"Parseable --version","The `claude-scaffold --version` command outputs a single-line version string (e.g., '2.7.2').",{"category":39,"check":171,"severity":23,"summary":172},"Flag precedence","The README and code imply a standard precedence order for configuration (env vars, profiles, CLI flags), aligning with best practices.",{"category":39,"check":174,"severity":175,"summary":176},"Schema introspection","not_applicable","The CLI tool does not expose a machine-readable schema for its commands; it relies on --help text and structured outputs like JSON for data 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The only minor point is the lack of explicit schema introspection for agent-driven command construction, which is not critical for this type of utility.",99,"A comprehensive and well-maintained CLI tool for managing AI agent infrastructure, offering robust features for ML and AI engineers.",[224,225,226,227,228,229,230],"cli","scaffolding","ai-agents","developer-tools","automation","python","node","global","verified",[234,235,236,237,238],"Initializing new AI project structures with best practices","Keeping multiple AI projects in sync with a single command","Reducing input token costs by filtering verbose command outputs","Managing and deploying AI agent skills and configurations across a codebase","Ensuring consistent development environments and quality standards",[240,241,242,243,244],"Configure scaffold settings (profiles, skills, CI)","Initialize a new project or update existing projects with the scaffold","Develop AI agent features using the provided infrastructure","Manage 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