{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"graphite","slug":"graphite","name":"Graphite","type":"product","url":"https://graphite.dev","page_url":"https://unfragile.ai/graphite","categories":["code-review-security","automation"],"tags":[],"pricing":{"model":"free","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"graphite__cap_0","uri":"capability://automation.workflow.cli.driven.stacked.pull.request.creation.and.management","name":"cli-driven stacked pull request creation and management","description":"Enables developers to create sequential, dependent branches locally via `gt create` command, with Graphite backend tracking parent-child relationships and storing stack metadata. The CLI manages branch dependencies without modifying Git internals, allowing users to visualize stacks with `gt log`, update changes across multiple branches with `gt modify` (which handles recursive rebasing), and publish entire stacks to GitHub via `gt submit` (creating/updating multiple PRs atomically). Local state syncs with remote via `gt sync`, and stale branches are automatically cleaned up.","intents":["I want to work on multiple dependent features in parallel without manually managing branch dependencies","I need to publish a series of related changes as separate PRs while maintaining their logical order","I want to update a change in the middle of my stack and have dependent branches automatically rebase","I need to visualize the dependency tree of my work-in-progress branches"],"best_for":["mid-to-large engineering teams (10-10,000+ engineers) with high PR volume and complex feature dependencies","developers comfortable with CLI tools and non-standard Git workflows","teams practicing trunk-based development with frequent small PRs"],"limitations":["Requires sequential dependency model — no support for parallel/branching stacks (all children depend on single parent)","Stack metadata stored in Graphite backend, not in Git — creates vendor lock-in; switching requires exporting relationships","Rebasing complexity and performance unknown at deep stack depths (5+ levels); no documented limits","No offline mode — requires GitHub sync to function","CLI commands are Graphite-specific (`gt` not standard Git) — non-portable across tools"],"requires":["GitHub account with repo access","Graphite CLI installed (version/platform support not specified)","Git 2.0+ with rebase support","Hobby tier or higher (free tier limited to personal repos only)"],"input_types":["local git branches","commit messages","branch names"],"output_types":["GitHub pull requests (multiple, linked)","stack visualization (CLI output)","rebased branches"],"categories":["automation-workflow","developer-tools"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"graphite__cap_1","uri":"capability://automation.workflow.stack.aware.merge.queue.with.automatic.rebasing.and.ci.optimization","name":"stack-aware merge queue with automatic rebasing and ci optimization","description":"Manages PR merging in dependency order, respecting parent-child relationships from stacked PRs and automatically rebasing child PRs when parents merge. The merge queue prevents conflicts by ensuring main branch stays green, only running CI when necessary (not on every rebase), and handling complex dependency graphs. Available in basic form on Team tier and with advanced settings on Enterprise tier; exact algorithm for circular dependency detection and conflict prevention is undocumented.","intents":["I want my dependent PRs to merge in the correct order without manual intervention","I need to prevent merge conflicts when multiple stacked PRs are ready to merge simultaneously","I want to reduce CI costs by not re-running tests on every rebase of dependent PRs","I need to keep main branch green while merging a queue of dependent changes"],"best_for":["teams with 10+ concurrent PRs and complex dependency chains","organizations running expensive CI/CD pipelines (e.g., large test suites, infrastructure tests)","teams practicing continuous integration with high merge frequency"],"limitations":["Merge queue ordering algorithm for complex dependency graphs is undocumented — unclear how circular dependencies or conflicts are resolved","No documented performance metrics or scale limits (claimed to work for 10,000+ engineers but no benchmarks provided)","Advanced merge queue settings only available on Enterprise tier — Team tier has basic functionality with unknown feature gaps","Requires all PRs to be in Graphite system — cannot merge GitHub-native PRs through queue","No indication of support for GitHub's native branch protection rules or required reviewers integration"],"requires":["Team tier or higher (basic merge queue on Team; advanced on Enterprise)","GitHub organization with admin access to configure merge settings","All PRs must be created via Graphite stacking workflow","CI/CD pipeline integrated with GitHub (status checks required)"],"input_types":["stacked PR dependency graph","CI status checks","GitHub branch protection rules"],"output_types":["merge order decisions","rebased branches","CI run optimization signals"],"categories":["automation-workflow","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"graphite__cap_10","uri":"capability://memory.knowledge.code.indexing.and.codebase.aware.context.enterprise","name":"code indexing and codebase-aware context (enterprise)","description":"Optional code indexing capability (Enterprise tier only) that enables AI review to access broader codebase context beyond individual PR diffs. Indexing appears to support semantic search and context retrieval, though implementation details are completely undocumented. Enterprise tier includes 'Code indexing controls' suggesting optional indexing and data residency options, but specific indexing scope, update frequency, and retrieval mechanism are unknown.","intents":["I want AI review to understand architectural patterns and conventions in my codebase","I need AI to catch inconsistencies with existing code style and patterns","I want AI to suggest changes that align with my codebase's design decisions"],"best_for":["large enterprises with complex codebases and architectural standards","organizations with strict code consistency requirements","teams wanting AI review to understand codebase-specific patterns"],"limitations":["Implementation completely undocumented — unclear if indexing is semantic (embeddings), syntactic (AST), or keyword-based","Indexing scope unknown — unclear if it indexes entire codebase or selected directories/files","Update frequency unknown — unclear if indexing is real-time, periodic, or on-demand","Data residency and privacy controls mentioned but not detailed — unclear what 'AI privacy controls' entail","No indication of indexing performance or storage requirements","Unclear if indexing is mandatory or optional on Enterprise tier","No mention of support for monorepos or multi-repo indexing"],"requires":["Enterprise tier (not available on lower tiers)","GitHub Enterprise Server (GHES) or GitHub.com with Enterprise plan","Codebase size/complexity not specified"],"input_types":["source code files (all languages)","commit history (optional)","PR diffs"],"output_types":["indexed codebase embeddings/vectors (internal)","context-aware AI review comments","codebase-specific suggestions"],"categories":["memory-knowledge","code-generation-editing"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"graphite__cap_11","uri":"capability://tool.use.integration.github.enterprise.server.ghes.support.with.private.deployment","name":"github enterprise server (ghes) support with private deployment","description":"Enables Graphite deployment on GitHub Enterprise Server (GHES) for organizations requiring on-premises or private cloud infrastructure. Enterprise tier includes support for GHES integration with private data processing and optional data residency controls. Exact deployment model (Graphite-hosted vs. customer-hosted), data flow, and infrastructure requirements are undocumented.","intents":["I need Graphite to work with our GitHub Enterprise Server instance","I require private data processing and cannot send code to Graphite's cloud","I need to comply with data residency requirements (e.g., GDPR, HIPAA)"],"best_for":["large enterprises with GitHub Enterprise Server deployments","organizations with strict data privacy and compliance requirements","teams in regulated industries (finance, healthcare, government)"],"limitations":["Deployment model completely undocumented — unclear if Graphite is self-hosted, Graphite-hosted with private network, or hybrid","Data residency controls mentioned but not detailed — unclear which regions are supported or how data is isolated","GHES version compatibility not specified — unclear which GHES versions are supported","Integration mechanism not documented — unclear if integration is via API, webhooks, or direct database access","No mention of support for GHES features (e.g., GitHub Advanced Security, custom authentication)","Pricing and licensing model for GHES not specified","No indication of SLA or support terms for GHES deployments"],"requires":["Enterprise tier","GitHub Enterprise Server (version not specified)","Network connectivity between GHES and Graphite infrastructure","Admin access to GHES for integration setup"],"input_types":["GHES PR metadata","GHES repository data","GHES user/team data"],"output_types":["Graphite PR inbox (synced with GHES)","AI review comments (posted to GHES)","merge queue operations (on GHES)"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"graphite__cap_12","uri":"capability://tool.use.integration.semgrep.integration.for.static.analysis.and.security.scanning","name":"semgrep integration for static analysis and security scanning","description":"Integrates with Semgrep (open-source SAST tool) to provide static analysis and security scanning results within Graphite PR reviews. Integration appears to surface Semgrep findings in AI review comments or as separate review items, though exact integration mechanism and data flow are undocumented. Mentioned in case study but not detailed in product documentation.","intents":["I want to see Semgrep security findings in my Graphite PR review","I need to catch security issues and code quality problems in one place","I want to correlate Semgrep findings with AI review feedback"],"best_for":["teams using Semgrep for security scanning","organizations wanting to consolidate security and code review feedback","developers seeking integrated SAST results in PR workflow"],"limitations":["Integration mechanism not documented — unclear if Graphite reads Semgrep results from CI, API, or other source","Scope of integration unclear — unclear if all Semgrep rules are surfaced or only specific categories","No indication of Semgrep configuration or customization within Graphite","Unclear if Semgrep is required or optional for Graphite","No mention of support for other SAST tools (SonarQube, Checkmarx, etc.)","Performance impact of Semgrep integration not documented"],"requires":["Semgrep configured in CI/CD pipeline","Graphite PR workflow (any tier)","GitHub integration enabled"],"input_types":["Semgrep scan results (from CI or API)","PR diffs"],"output_types":["Semgrep findings (displayed in PR review)","security issue summaries"],"categories":["tool-use-integration","safety-moderation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"graphite__cap_2","uri":"capability://code.generation.editing.ai.powered.code.review.comment.generation.with.suggested.fixes","name":"ai-powered code review comment generation with suggested fixes","description":"Analyzes PR diffs via Graphite Chat (AI agent) and automatically generates review comments, suggested code changes, and CI failure analysis. The AI processes PR metadata (title, description, comments), diff content, and CI logs to produce contextual feedback. Users can interact with Chat in the PR page to apply suggested fixes, which are committed back to the PR branch. The specific LLM model, context window size, and latency are undisclosed; implementation details of how suggested fixes are generated (executable patches vs. pseudocode) are unknown.","intents":["I want automated code review feedback on PRs without waiting for human reviewers","I need to understand why CI tests failed and get suggestions for fixing them","I want to apply AI-suggested code changes directly to my PR without manual editing","I need to catch common code quality issues (style, logic, security) before human review"],"best_for":["teams with high PR volume and review bottlenecks","organizations wanting to reduce time-to-review for routine code quality checks","developers seeking real-time feedback during PR authoring"],"limitations":["AI model identity, version, and context window size are completely undisclosed — no transparency on capabilities or limitations","Context limited to individual PR (diff, CI logs, PR metadata) — no whole-codebase RAG or architectural understanding evident","Latency/response time SLAs not documented — unclear if Chat is synchronous or asynchronous","Scope of 'suggested fixes' undefined — unclear if they are executable code patches, pseudocode, or text descriptions","No indication of support for architectural or design-level review — appears limited to syntax/logic/CI failure analysis","Rate limits and quota enforcement unknown; 'limited' AI on Hobby/Starter tiers has unspecified constraints (daily/monthly/per-PR?)"],"requires":["Hobby tier or higher (limited AI on Hobby/Starter; unlimited on Team+)","PR submitted to GitHub (AI review auto-runs)","CI pipeline configured (for CI failure analysis)","GitHub account with repo access"],"input_types":["PR diffs (unified diff format)","CI logs/status","PR title and description","PR comments and chat messages","GitHub PR metadata"],"output_types":["review comments (text)","suggested code changes (diffs or inline suggestions)","CI failure summaries (text)","chat responses (text)"],"categories":["code-generation-editing","safety-moderation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"graphite__cap_3","uri":"capability://text.generation.language.ai.generated.pr.titles.and.descriptions","name":"ai-generated pr titles and descriptions","description":"Automatically generates PR title and description text from code changes and commit messages using AI analysis. Available on Hobby tier and above, this capability reads the diff content and commit history to produce a human-readable summary of changes. The generation is non-interactive (no user input required) and appears to run automatically when a PR is created or updated, though exact trigger conditions are undocumented.","intents":["I want to save time writing PR descriptions for routine changes","I need consistent, well-formatted PR titles and descriptions across my team","I want to ensure every PR has a description even for small changes"],"best_for":["teams with high PR volume where description writing is a bottleneck","organizations enforcing PR description standards","developers working on routine/mechanical changes (refactors, dependency updates)"],"limitations":["Generation quality depends on commit messages and code clarity — poor commits produce poor descriptions","No indication of customization or template support — descriptions appear to be generic","No control over generation trigger or ability to regenerate — appears automatic only","Scope limited to code diff analysis — no access to issue/ticket context or architectural intent","No mention of multi-language support or tone/style customization"],"requires":["Hobby tier or higher","PR created via Graphite workflow (or GitHub-native PR synced to Graphite)","Meaningful commit messages (for quality output)"],"input_types":["PR diffs","commit messages","file changes"],"output_types":["PR title (text)","PR description (markdown)"],"categories":["text-generation-language","code-generation-editing"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"graphite__cap_4","uri":"capability://search.retrieval.unified.pr.inbox.with.real.time.github.sync.and.customizable.filtering","name":"unified pr inbox with real-time github sync and customizable filtering","description":"Provides a centralized dashboard aggregating all team PRs from GitHub with real-time sync, replacing GitHub's native PR interface. Supports filtering by author, CI status, review state, labels, and custom criteria. Includes keyboard shortcuts for navigation, at-a-glance status indicators (CI pass/fail, review state, merge conflicts), and actionable notification design. Syncs with GitHub in real-time (exact sync latency undocumented) and maintains state across web and VSCode extension.","intents":["I want to see all my team's PRs in one place instead of navigating GitHub's interface","I need to quickly find PRs that need my review or are blocked on CI","I want to filter PRs by status, author, or label without using GitHub's search syntax","I need keyboard-driven navigation to review PRs faster"],"best_for":["teams with 10+ concurrent PRs where GitHub's native interface becomes cumbersome","developers who review multiple PRs per day and want faster navigation","organizations with standardized PR labeling and status conventions"],"limitations":["Requires GitHub sync — no offline mode or local caching documented","Real-time sync latency not documented — unclear if changes appear instantly or with delay","Filter capabilities not fully specified — unclear if custom filters can be saved or shared","No indication of support for GitHub's CODEOWNERS or required reviewers — filtering may not respect approval workflows","Keyboard shortcuts not documented — unclear which shortcuts are available or customizable"],"requires":["GitHub account with repo access","Starter tier or higher (Hobby tier limited to personal repos only)","Web browser or VSCode extension installed"],"input_types":["GitHub PR metadata (title, author, status, labels, CI checks)","user filter preferences"],"output_types":["filtered PR list (web UI)","PR details (title, author, status, diff preview)"],"categories":["search-retrieval","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"graphite__cap_5","uri":"capability://tool.use.integration.slack.integration.with.actionable.notifications","name":"slack integration with actionable notifications","description":"Sends PR notifications to Slack channels with actionable buttons and links, enabling developers to review and act on PRs without leaving Slack. Notifications include PR status changes (CI pass/fail, review requests, merge conflicts), AI review summaries, and merge queue updates. Integration is webhook-based (standard Slack API) and available on Starter tier and above. Exact notification types, customization options, and filtering are undocumented.","intents":["I want to be notified of PR updates in Slack without checking GitHub constantly","I need to see which PRs are blocked on CI or waiting for my review","I want to take action on PRs (approve, request changes) directly from Slack"],"best_for":["teams using Slack as primary communication platform","organizations with distributed teams across time zones","developers who prefer async notification over constant GitHub checking"],"limitations":["Notification types and customization options not documented — unclear which events trigger notifications or if they can be filtered","No indication of notification frequency control — unclear if notifications can be batched or throttled","Actionable buttons scope unknown — unclear which actions (approve, comment, merge) are supported","Requires Slack workspace admin access to install — not available for personal Slack workspaces","No mention of support for Slack threads or conversation threading"],"requires":["Starter tier or higher","Slack workspace with admin access","GitHub organization connected to Graphite"],"input_types":["GitHub PR events (status changes, reviews, comments)","Graphite events (AI review, merge queue updates)"],"output_types":["Slack messages (formatted with buttons and links)","notification metadata (timestamp, PR link, status)"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"graphite__cap_6","uri":"capability://tool.use.integration.vscode.extension.for.stacking.and.pr.management","name":"vscode extension for stacking and pr management","description":"Provides VSCode integration for Graphite stacking workflow and PR management, enabling developers to create stacks, view PR status, and manage branches without leaving the editor. The extension syncs with the CLI (`gt` commands) and displays stack visualization, PR inbox, and review comments inline. Available on Hobby tier and above; exact feature parity with web interface and CLI is undocumented.","intents":["I want to manage my stacked PRs without switching to the terminal or web browser","I need to see PR review comments and CI status inline in my editor","I want to visualize my stack and branch dependencies while coding"],"best_for":["developers who spend most time in VSCode and want to minimize context switching","teams using Graphite stacking as primary workflow"],"limitations":["Feature parity with CLI and web interface not documented — unclear which features are available in extension","Sync mechanism with CLI unclear — unclear if extension reads local Git state or queries Graphite backend","Performance impact on VSCode not documented — unclear if extension adds significant overhead","No mention of support for other editors (JetBrains, Vim, Emacs) — VSCode-only","Keyboard shortcuts and keybindings not documented"],"requires":["VSCode 1.80+ (version requirement not specified in docs, inferred from typical extension requirements)","Graphite CLI installed and configured","Hobby tier or higher"],"input_types":["local git state","Graphite backend state","GitHub PR metadata"],"output_types":["stack visualization (tree view)","PR status indicators","inline review comments"],"categories":["tool-use-integration","developer-tools"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"graphite__cap_7","uri":"capability://tool.use.integration.model.context.protocol.mcp.integration.for.ai.assisted.stacking","name":"model context protocol (mcp) integration for ai-assisted stacking","description":"Exposes Graphite stacking capabilities via MCP (Model Context Protocol), enabling AI assistants and LLM-based tools to create, modify, and manage stacks programmatically. The MCP integration allows external AI agents to understand stack structure, suggest stacking strategies, and automate stack operations. Available on Hobby tier and above; exact MCP schema, supported operations, and integration points are undocumented.","intents":["I want AI assistants to help me plan and organize my stacked PRs","I need to automate stack creation and management via AI agents","I want to integrate Graphite stacking into my AI-powered development workflow"],"best_for":["developers using AI assistants (Claude, ChatGPT) for coding tasks","teams building custom AI agents for development workflows","organizations experimenting with AI-driven code organization"],"limitations":["MCP schema and supported operations completely undocumented — unclear what stack operations are exposed","Integration with specific AI models/assistants not documented — unclear which tools support this MCP","Security implications of exposing stack operations to external AI agents not discussed","No mention of rate limiting or quota enforcement for MCP calls","Unclear if MCP can modify code or only manage stack metadata"],"requires":["Hobby tier or higher","MCP-compatible AI assistant or tool (e.g., Claude with MCP support)","API credentials for Graphite (if required)"],"input_types":["MCP requests (JSON-RPC format)","stack metadata","branch information"],"output_types":["MCP responses (stack operations results)","stack structure updates","branch creation/modification confirmations"],"categories":["tool-use-integration","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"graphite__cap_8","uri":"capability://data.processing.analysis.team.insights.and.developer.metrics.dashboard","name":"team insights and developer metrics dashboard","description":"Provides real-time analytics on team PR velocity, review times, merge frequency, and developer productivity metrics. Displays aggregated data across all team members and PRs, with breakdowns by author, time period, and PR type. Available on Team tier and above; specific metrics, visualization types, and data retention are undocumented. Metrics appear to be calculated from GitHub PR metadata and Graphite stacking workflow data.","intents":["I want to understand my team's code review velocity and identify bottlenecks","I need to track developer productivity and PR throughput over time","I want to identify which team members are overloaded with reviews","I need to measure the impact of Graphite adoption on review times"],"best_for":["engineering managers and team leads tracking team metrics","organizations measuring code review efficiency","teams evaluating Graphite ROI"],"limitations":["Specific metrics not documented — unclear which KPIs are tracked (review time, merge time, PR size, etc.)","Data retention period not specified — unclear how far back historical data goes","Visualization types not documented — unclear if dashboards are customizable or fixed","No indication of export capabilities — unclear if metrics can be exported for external analysis","Privacy implications not discussed — unclear if individual developer metrics are visible to all team members","Metric definitions not standardized — unclear how 'review time' is calculated (first comment? approval? merge?)"],"requires":["Team tier or higher","GitHub organization with multiple team members","Sufficient PR history (exact minimum not specified)"],"input_types":["GitHub PR metadata (created date, merged date, review comments, approvals)","Graphite stacking data (stack depth, merge queue operations)","CI data (test duration, failure rates)"],"output_types":["dashboard visualizations (charts, tables)","metric summaries (text)","trend analysis (time-series data)"],"categories":["data-processing-analysis","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"graphite__cap_9","uri":"capability://automation.workflow.team.automations.and.workflow.customization","name":"team automations and workflow customization","description":"Enables teams to define custom automation rules for PR workflows, such as auto-assignment of reviewers, auto-labeling based on file changes, and automatic merge queue actions. Automations are configured via a rules engine (exact syntax/UI not documented) and apply to all team PRs. Available on Team tier and above; specific automation types, trigger conditions, and action types are undocumented.","intents":["I want to automatically assign reviewers based on code ownership or expertise","I need to auto-label PRs based on file changes or commit messages","I want to automatically merge PRs that pass all checks without manual intervention","I need to enforce team-specific PR naming conventions or description requirements"],"best_for":["teams with standardized PR workflows and clear ownership rules","organizations wanting to reduce manual PR management overhead","teams with large numbers of routine/mechanical PRs"],"limitations":["Automation types not documented — unclear which actions (assign, label, merge, comment) are supported","Trigger conditions not specified — unclear if automations can be triggered by file changes, commit messages, labels, or other signals","Rules engine syntax/UI not documented — unclear if automations are configured via UI, YAML, or code","No mention of automation testing or dry-run mode — unclear how to validate automations before deploying","Scope of automations unclear — unclear if they apply to all PRs or can be scoped to specific repos/teams","No indication of audit logging or automation history"],"requires":["Team tier or higher","GitHub organization with defined team structure","Admin access to configure automations"],"input_types":["PR metadata (files changed, commit messages, labels, author)","GitHub user/team data (for reviewer assignment)","automation rules (configuration)"],"output_types":["PR modifications (labels, assignments, comments)","merge queue actions","automation execution logs"],"categories":["automation-workflow","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"graphite__headline","uri":"capability://automation.workflow.ai.powered.code.review.platform","name":"ai-powered code review platform","description":"Graphite is an AI-powered code review platform that enhances developer productivity by automating code reviews, managing merge queues, and providing insightful feedback on pull requests, streamlining the code review workflow.","intents":["best AI code review tool","AI code review platform for GitHub","automated code review solution","top tools for managing pull requests","AI-driven developer productivity tools"],"best_for":["software development teams","GitHub users"],"limitations":["requires GitHub integration"],"requires":["GitHub account"],"input_types":["code changes via pull requests"],"output_types":["automated feedback on code changes","merge queue management"],"categories":["automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":55,"verified":false,"data_access_risk":"high","permissions":["GitHub account with repo access","Graphite CLI installed (version/platform support not specified)","Git 2.0+ with rebase support","Hobby tier or higher (free tier limited to personal repos only)","Team tier or higher (basic merge queue on Team; advanced on Enterprise)","GitHub organization with admin access to configure merge settings","All PRs must be created via Graphite stacking workflow","CI/CD pipeline integrated with GitHub (status checks required)","Enterprise tier (not available on lower tiers)","GitHub Enterprise Server (GHES) or GitHub.com with Enterprise plan"],"failure_modes":["Requires sequential dependency model — no support for parallel/branching stacks (all children depend on single parent)","Stack metadata stored in Graphite backend, not in Git — creates vendor lock-in; switching requires exporting relationships","Rebasing complexity and performance unknown at deep stack depths (5+ levels); no documented limits","No offline mode — requires GitHub sync to function","CLI commands are Graphite-specific (`gt` not standard Git) — non-portable across tools","Merge queue ordering algorithm for complex dependency graphs is undocumented — unclear how circular dependencies or conflicts are resolved","No documented performance metrics or scale limits (claimed to work for 10,000+ engineers but no benchmarks provided)","Advanced merge queue settings only available on Enterprise tier — Team tier has basic functionality with unknown feature gaps","Requires all PRs to be in Graphite system — cannot merge GitHub-native PRs through queue","No indication of support for GitHub's native branch protection rules or required reviewers integration","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.7,"quality":0.9,"ecosystem":0.25,"match_graph":0.25,"freshness":0.75,"weights":{"adoption":0.25,"quality":0.25,"ecosystem":0.1,"match_graph":0.35,"freshness":0.05}},"observed_outcomes":{"matches":0,"success_rate":0,"avg_confidence":0,"top_intents":[],"last_matched_at":null},"maintenance":{"status":"active","updated_at":"2026-05-24T12:16:22.066Z","last_scraped_at":null,"last_commit":null},"community":{"stars":null,"forks":null,"weekly_downloads":null,"model_downloads":null,"model_likes":null}},"distribution":{"claim_url":"https://unfragile.ai/submit?claim=graphite","compare_url":"https://unfragile.ai/compare?artifact=graphite"}},"signature":"cJ6hFqu7oW52rWv3g+j5jXf8jrKo9TLctC1cMG0RJTFRPAo58ttdd7lTj5p4cpHzaB+H4ytYtwR63w7qZ4MBBA==","signedAt":"2026-06-22T02:20:11.778Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/graphite","artifact":"https://unfragile.ai/graphite","verify":"https://unfragile.ai/api/v1/verify?slug=graphite","publicKey":"https://unfragile.ai/api/v1/trust-passport-public-key","spec":"https://unfragile.ai/trust","schema":"https://unfragile.ai/schema.json","docs":"https://unfragile.ai/docs"}}