[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"extension-plugin-costajohnt-oss-autopilot-en":3,"guides-for-costajohnt-oss-autopilot":614,"similar-k1707a51wp3ckce2wk6rwshvhs86m0d9-en":615},{"_creationTime":4,"_id":5,"children":6,"community":92,"display":93,"evaluation":97,"identity":344,"isFallback":339,"parentExtension":347,"providers":375,"relations":381,"repo":382,"tags":611,"workflow":612},1778685675685.3613,"k1707a51wp3ckce2wk6rwshvhs86m0d9",[7,46,70],{"_creationTime":8,"_id":9,"community":10,"display":12,"identity":18,"providers":24,"relations":39,"tags":41,"workflow":42},1778685675685.3616,"k172b6742gcp4wk6a3e1errj9586na98",{"reviewCount":11},0,{"description":13,"installMethods":14,"name":16,"sourceUrl":17},"This skill should be used when writing commits, PRs, or comments that will be visible to OSS maintainers — it covers the no-AI-attribution rule, AI-tell avoidance in writing, and the situations where a human contributor should respond instead of the AI tool. Sibling to oss-contribution and pr-etiquette.",{"claudeCode":15},"costajohnt/oss-autopilot","contribution-ethics","https://github.com/costajohnt/oss-autopilot",{"basePath":19,"githubOwner":20,"githubRepo":21,"locale":22,"slug":16,"type":23},"skills/contribution-ethics","costajohnt","oss-autopilot","en","skill",{"evaluate":25,"extract":37},{"promptVersionExtension":26,"promptVersionScoring":27,"score":28,"tags":29,"targetMarket":35,"tier":36},"3.0.0","4.4.0",95,[30,31,32,33,34],"oss","contribution","ethics","ai-attribution","code-review","global","verified",{"commitSha":38},"HEAD",{"parentExtensionId":5,"repoId":40},"kd7423vs95hx5x2gda1av75eps86nhsp",[33,34,31,32,30],{"evaluatedAt":43,"extractAt":44,"updatedAt":45},1778685737357,1778685675685,1778685909903,{"_creationTime":47,"_id":48,"community":49,"display":50,"identity":54,"providers":56,"relations":65,"tags":66,"workflow":67},1778685675685.3618,"k17209g31s1y1y66zj5v3twh6d86nfxk",{"reviewCount":11},{"description":51,"installMethods":52,"name":53,"sourceUrl":17},"This skill should be used when the user is working on open source contributions, responding to maintainer feedback, writing PR descriptions, working on issues, following up on dormant PRs, or needs guidance on open source etiquette and best practices.",{"claudeCode":15},"oss-contribution",{"basePath":55,"githubOwner":20,"githubRepo":21,"locale":22,"slug":53,"type":23},"skills/oss-contribution",{"evaluate":57,"extract":64},{"promptVersionExtension":26,"promptVersionScoring":27,"score":58,"tags":59,"targetMarket":35,"tier":36},99,[60,61,62,34,63],"open-source","contributions","pr-management","developer-workflow",{"commitSha":38},{"parentExtensionId":5,"repoId":40},[34,61,63,60,62],{"evaluatedAt":68,"extractAt":44,"updatedAt":69},1778685754634,1778685910556,{"_creationTime":71,"_id":72,"community":73,"display":74,"identity":78,"providers":80,"relations":87,"tags":88,"workflow":89},1778685675685.362,"k1753gp508bfkqqp7v5gfga64h86n61k",{"reviewCount":11},{"description":75,"installMethods":76,"name":77,"sourceUrl":17},"This skill should be used when responding to maintainer review feedback, writing or reviewing PR descriptions, following up on dormant PRs, validating PR quality before submission, or deciding how to communicate with maintainers. Sibling to oss-contribution and contribution-ethics.",{"claudeCode":15},"pr-etiquette",{"basePath":79,"githubOwner":20,"githubRepo":21,"locale":22,"slug":77,"type":23},"skills/pr-etiquette",{"evaluate":81,"extract":86},{"promptVersionExtension":26,"promptVersionScoring":27,"score":28,"tags":82,"targetMarket":35,"tier":36},[83,84,61,34,85],"pull-request","github","maintainer-communication",{"commitSha":38},{"parentExtensionId":5,"repoId":40},[34,61,84,85,83],{"evaluatedAt":90,"extractAt":44,"updatedAt":91},1778685775093,1778685910926,{"reviewCount":11},{"description":94,"installMethods":95,"name":96,"sourceUrl":17},"AI-powered autopilot for managing open source contributions - track PRs, respond to maintainers, discover issues, and maintain contribution velocity",{"claudeCode":21},"OSS Autopilot",{"_creationTime":98,"_id":99,"extensionId":5,"locale":22,"result":100,"trustSignals":324,"workflow":342},1778685705739.548,"kn75a6fnzqhmjw22tjx5wt73ns86nj29",{"checks":101,"evaluatedAt":282,"extensionSummary":283,"features":284,"nonGoals":290,"practices":294,"prerequisites":299,"promptVersionExtension":26,"promptVersionScoring":27,"purpose":303,"rationale":304,"score":305,"summary":306,"tags":307,"targetMarket":35,"tier":36,"useCases":313,"workflow":318},[102,107,110,113,117,120,124,128,131,134,138,142,145,149,152,155,158,161,164,167,170,174,178,182,186,189,192,195,199,202,205,208,211,214,217,221,225,229,233,237,240,243,246,249,252,256,259,262,265,268,272,275,278],{"category":103,"check":104,"severity":105,"summary":106},"Practical Utility","Problem relevance","pass","The displayed description clearly articulates the user problem of managing open source contributions and highlights key pain points like tracking PRs and responding to maintainers.",{"category":103,"check":108,"severity":105,"summary":109},"Unique selling proposition","The extension offers AI-powered workflow management for open source contributions, including specialized agents and tools that go beyond basic Git operations or simple LLM interactions.",{"category":103,"check":111,"severity":105,"summary":112},"Production readiness","The plugin appears production-ready, with a core library, MCP server, and dashboard, supporting multiple deployment models and handling complex GitHub workflows with robust API integration and human-in-the-loop guardrails.",{"category":114,"check":115,"severity":105,"summary":116},"Scope","Single responsibility principle","The plugin focuses on managing open source contributions, organizing its functionality into specialized agents and tools that address this coherent workflow.",{"category":114,"check":118,"severity":105,"summary":119},"Description quality","The displayed description accurately and concisely reflects the extension's capabilities in managing open source contributions.",{"category":121,"check":122,"severity":105,"summary":123},"Invocation","Scoped tools","The plugin utilizes specialized tools like `track`, `comments`, `search`, and `vet` rather than a single generalist command, making them easier for the agent to select.",{"category":125,"check":126,"severity":105,"summary":127},"Documentation","Configuration & parameter reference","Configuration options for GitHub username, PR limits, dormant thresholds, languages, labels, and project categories are clearly documented and configurable via CLI commands and the setup flow.",{"category":114,"check":129,"severity":105,"summary":130},"Tool naming","Tools and commands like `pr-responder`, `issue-scout`, `oss-search`, and `setup-oss` are descriptively named and use kebab-case.",{"category":114,"check":132,"severity":105,"summary":133},"Minimal I/O surface","Tools use structured JSON output and specific parameters, avoiding free-form inputs or returning excessive diagnostic data. The CLI prioritizes structured JSON output.",{"category":135,"check":136,"severity":105,"summary":137},"License","License usability","The extension is licensed under MIT, with a clear LICENSE file provided.",{"category":139,"check":140,"severity":105,"summary":141},"Maintenance","Commit recency","The last commit was on 2026-05-13, well within the last 90 days, indicating active maintenance.",{"category":139,"check":143,"severity":105,"summary":144},"Dependency Management","The project uses pnpm workspaces and publishes packages to npm, with conventional commits feeding into an automated release pipeline, suggesting good dependency management practices.",{"category":146,"check":147,"severity":105,"summary":148},"Security","Secret Management","Secrets are handled via environment variables or user configuration, with sensitive fields noted in userConfig for OS keychain storage, and no hardcoded secrets are present.",{"category":146,"check":150,"severity":105,"summary":151},"Injection","The plugin employs input validation via Zod and handles external data, such as PR comments and issue bodies, as untrusted content within specific fences, mitigating prompt injection risks.",{"category":146,"check":153,"severity":105,"summary":154},"Transitive Supply-Chain Grenades","All dependencies are bundled or managed via npm/pnpm, and runtime code fetching is not apparent; content remains within the committed bundle.",{"category":146,"check":156,"severity":105,"summary":157},"Sandbox Isolation","State files are managed under `~/.oss-autopilot/` with appropriate permissions, and operations are scoped to the project folder or plugin data directory, avoiding arbitrary file system access.",{"category":146,"check":159,"severity":105,"summary":160},"Sandbox escape primitives","No detached processes or deny-retry loops were found in the scripts or agents, indicating no obvious sandbox escape primitives.",{"category":146,"check":162,"severity":105,"summary":163},"Data Exfiltration","Outbound network calls are documented and primarily limited to GitHub API interactions; telemetry is opt-in and avoids submitting sensitive data. No suspicious outbound calls were detected.",{"category":146,"check":165,"severity":105,"summary":166},"Hidden Text Tricks","Bundled content appears free of hidden steering tricks, control characters, or invisible Unicode sequences that could manipulate the AI model.",{"category":146,"check":168,"severity":105,"summary":169},"Opaque code execution","Hooks and scripts are written in plain TypeScript or Bash, with no evidence of obfuscation, base64 payloads, or runtime code fetching.",{"category":171,"check":172,"severity":105,"summary":173},"Portability","Structural Assumption","Paths for repo clones are configurable via `localRepoScanPaths` and fall back gracefully, avoiding hardcoded assumptions about user project layout.",{"category":175,"check":176,"severity":105,"summary":177},"Trust","Issues Attention","With 6 issues opened and 490 closed in the last 90 days, the closure rate is very high, indicating excellent maintainer engagement.",{"category":179,"check":180,"severity":105,"summary":181},"Versioning","Release Management","The project has a clear versioning scheme with 189+ changelog versions across packages and uses conventional commits for automated releases, indicating robust release management.",{"category":183,"check":184,"severity":105,"summary":185},"Code Execution","Validation","The core library uses Zod for runtime schema validation on all inputs and state files, ensuring data integrity and preventing invalid operations.",{"category":146,"check":187,"severity":105,"summary":188},"Unguarded Destructive Operations","Destructive operations are guarded by explicit user approval via prompts or the draft-review-post skill, preventing accidental or silent data modification.",{"category":183,"check":190,"severity":105,"summary":191},"Error Handling","Errors are handled robustly with typed exceptions mapped to structured JSON-RPC errors, ensuring fail-closed behavior and clear reporting to the agent.",{"category":183,"check":193,"severity":105,"summary":194},"Logging","Destructive actions, outbound calls, and errors are logged to a local audit file, with opt-in verbosity for payloads, providing a clear audit trail.",{"category":196,"check":197,"severity":105,"summary":198},"Compliance","GDPR","The extension operates primarily on GitHub data and does not appear to handle personal data beyond what is necessary for API interactions, with no specific GDPR flags raised.",{"category":196,"check":200,"severity":105,"summary":201},"Target market","The extension is designed for GitHub contributions globally and does not exhibit any regional or jurisdictional limitations.",{"category":171,"check":203,"severity":105,"summary":204},"Runtime stability","The plugin supports multiple deployment models (Claude Code, MCP, CLI) and uses standard Node.js and TypeScript, ensuring broad runtime compatibility.",{"category":125,"check":206,"severity":105,"summary":207},"README","The README file is comprehensive, clearly states the extension's purpose, and includes installation instructions and feature highlights.",{"category":114,"check":209,"severity":105,"summary":210},"Tool surface size","The plugin exposes a reasonable number of tools and agents (7 agents, 35+ CLI commands, 27 MCP tools), well within the target range.",{"category":121,"check":212,"severity":105,"summary":213},"Overlapping near-synonym tools","Tools and agents have distinct names and purposes (e.g., `pr-responder`, `pr-health-checker`, `pr-compliance-checker`), avoiding redundancy.",{"category":125,"check":215,"severity":105,"summary":216},"Phantom features","All features advertised in the README and agent descriptions appear to have corresponding implementations in the code and manifests.",{"category":218,"check":219,"severity":105,"summary":220},"Install","Installation instruction","Clear installation instructions are provided for Claude Code plugin, MCP server, and standalone CLI, including copy-pasteable examples and setup steps.",{"category":222,"check":223,"severity":105,"summary":224},"Errors","Actionable error messages","Error messages are generally actionable, providing context, root cause, and remediation steps, particularly in CLI and agent outputs.",{"category":226,"check":227,"severity":105,"summary":228},"Execution","Pinned dependencies","Dependencies are managed via pnpm workspaces and npm packages, with lock files likely in place, ensuring pinned dependencies.",{"category":114,"check":230,"severity":231,"summary":232},"Dry-run preview","not_applicable","The extension is primarily analytical and focused on providing information or drafting responses, with destructive operations guarded by explicit approval, negating the need for a dry-run flag on most tools.",{"category":234,"check":235,"severity":105,"summary":236},"Protocol","Idempotent retry & timeouts","The core library handles GitHub API interactions with caching and rate limit backoff; hooks have defined timeouts. Mutating operations are user-approved, implying control over retries.",{"category":196,"check":238,"severity":105,"summary":239},"Telemetry opt-in","Telemetry is opt-in via environment variables, and collected fields are documented, adhering to best practices.",{"category":121,"check":241,"severity":105,"summary":242},"Name collisions","Bundled extensions like `oss-autopilot`, `oss-search`, `pr-responder`, etc., have distinct names preventing router mismatches.",{"category":121,"check":244,"severity":231,"summary":245},"Hooks-off mechanism","The plugin does not appear to expose a specific 'hooks-off' mechanism beyond general configuration or disabling agents.",{"category":121,"check":247,"severity":105,"summary":248},"Hook matcher tightness","Hooks have specific matchers for Bash commands or MCP tool names, avoiding broad `.*` patterns.",{"category":146,"check":250,"severity":105,"summary":251},"Hook security","Public posting hooks are guarded by the `guard-public-posts.sh` script, requiring user approval, and format-on-push is opt-in, preventing unauthorized side effects.",{"category":253,"check":254,"severity":105,"summary":255},"Hooks","Silent prompt rewriting","The plugin does not appear to use `UserPromptSubmit` hooks, thus silent prompt rewriting is not applicable.",{"category":146,"check":257,"severity":105,"summary":258},"Permission Hook","The plugin does not appear to use `PermissionRequest` hooks, so auto-approval scope checks are not applicable.",{"category":196,"check":260,"severity":105,"summary":261},"Hook privacy","Hooks primarily manage local operations or gated external calls; no evidence suggests unauthorized data transmission for logging or telemetry.",{"category":183,"check":263,"severity":105,"summary":264},"Hook dependency","Hooks are written in readable Bash and are not excessively long, avoiding opaque code execution.",{"category":125,"check":266,"severity":105,"summary":267},"Feature Transparency","The README clearly outlines the plugin's features, specialized agents, and workflow, with hooks and commands explained.",{"category":269,"check":270,"severity":105,"summary":271},"Convention","Layout convention adherence","The plugin follows Claude Code conventions, with `plugin.json` in `.claude-plugin/` and bin scripts documented in the README.",{"category":269,"check":273,"severity":105,"summary":274},"Plugin state","Plugin state and logs are managed under `~/.oss-autopilot/`, adhering to `--keep-data` semantics and ensuring clean uninstalls.",{"category":146,"check":276,"severity":105,"summary":277},"Keychain-stored secrets","Sensitive configuration fields like GitHub tokens are routed through `userConfig` with `sensitive: true`, ensuring they are stored in the OS keychain.",{"category":279,"check":280,"severity":105,"summary":281},"Installation","Clean uninstall","The plugin appears to manage its processes within the Claude Code session scope and does not spawn background daemons or persistent services, ensuring a clean uninstall.",1778685705619,"This AI-powered plugin helps manage open source contributions by tracking PRs, drafting responses, diagnosing CI failures, and discovering new issues. It offers specialized agents, a standalone CLI, and an MCP server for broad compatibility.",[285,286,287,288,289],"AI-powered PR tracking and response drafting","CI failure diagnosis and merge conflict resolution","Issue discovery based on user preferences and repo health","Pre-commit review and compliance checks","Multiple deployment models: Claude Code plugin, MCP server, CLI",[291,292,293],"Managing contributions on platforms other than GitHub.","Providing team-level dashboards or multi-user workflows.","Automatically posting code or comments without user approval.",[295,146,296,297,298],"Code quality","Test design","Error handling","Contribution etiquette",[300,301,302],"GitHub CLI (`gh`) installed and authenticated","Node.js (v22+ recommended)","pnpm (recommended for development/builds)","To streamline and enhance the process of contributing to open source projects by providing AI assistance for managing PRs, discovering issues, and improving overall contribution efficiency.","The extension is exceptionally well-engineered, with comprehensive documentation, strong adherence to security and portability standards, and a clear focus on its specialized domain. The trust rank is high due to the active maintenance, robust testing, and thoughtful design.",98,"A high-quality, secure, and feature-rich tool for managing open source contributions.",[84,60,61,62,308,309,34,310,311,312],"issue-discovery","ci-diagnosis","typescript","cli","mcp",[314,315,316,317],"Use when you need to efficiently manage your open source PRs.","Use when looking for new contribution opportunities aligned with your skills.","Use when you want to ensure your contributions meet project standards before submission.","Use to improve your workflow and strategy for contributing to open source.",[319,320,321,322,323],"Run /oss to check PR status and get action recommendations.","Address flagged PRs (rebase, CI fixes, review responses).","Use /oss-search to find new issues when capacity allows.","Implement fixes/features following the draft-first workflow (plan → review → code → push).","Use /setup-oss to configure preferences and ensure CLI is 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