{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"vscode-traycer-traycer-vscode","slug":"traycer","name":"Traycer","type":"agent","url":"https://marketplace.visualstudio.com/items?itemName=Traycer.traycer-vscode","page_url":"https://unfragile.ai/traycer","categories":["code-editors"],"tags":["__ext_cjs","__ext_go","__ext_js","__ext_jsx","__ext_mjs","__ext_php","__ext_py","__ext_rs","__ext_ts","__ext_tsx","ai","cjs","codex","go","golang","intellisense","javascript","javascriptreact","js","jsx","mjs","openai","php","pilot","py","python","refactor","rs","rust","snippets","ts","tsx","typescript","typescriptreact"],"pricing":{"model":"freemium","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"vscode-traycer-traycer-vscode__cap_0","uri":"capability://planning.reasoning.step.by.step.implementation.planning.from.natural.language.specs","name":"step-by-step implementation planning from natural language specs","description":"Transforms user ideas and feature specifications into detailed, structured implementation plans by analyzing the request through an AI backend (traycer.ai) and decomposing it into discrete, actionable steps. The extension captures user intent via sidebar input, sends it to a cloud-based LLM service, and returns a hierarchical plan that developers can review before execution. This planning-first approach enables developers to validate architecture and scope before writing code.","intents":["I want to break down a complex feature into concrete implementation steps before coding","I need to plan a large-scale refactoring without manually decomposing the work","I want to validate my approach with an AI before committing to implementation","I need to generate a spec-driven development plan from a user story or requirement"],"best_for":["solo developers building complex features who want AI-assisted planning","teams doing spec-driven development who need structured implementation roadmaps","developers refactoring large codebases who want to plan changes before execution"],"limitations":["Plan quality depends on clarity of input specification — vague requirements produce vague plans","No multi-file context awareness documented — plans may not account for cross-file dependencies","Plans are generated asynchronously via cloud backend, introducing network latency (unquantified)","No version control integration — plans are not automatically tracked or compared against actual implementation"],"requires":["VS Code 1.x+ (minimum version unspecified)","Active internet connection to traycer.ai backend","Traycer account with valid subscription or active free trial (7-day trial available)","API authentication token configured in extension settings"],"input_types":["natural language specification (text)","feature description or user story (text)","refactoring scope description (text)"],"output_types":["structured implementation plan (text/markdown)","step-by-step task breakdown (structured text)","code change recommendations (text)"],"categories":["planning-reasoning","code-generation-editing"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-traycer-traycer-vscode__cap_1","uri":"capability://code.generation.editing.ai.assisted.code.implementation.with.plan.to.code.mapping","name":"ai-assisted code implementation with plan-to-code mapping","description":"Executes or facilitates code implementation based on generated plans by either directly modifying files or providing structured guidance that integrates with downstream AI tools (Claude Code, Cursor, Windsurf). The extension acts as a bridge between planning and implementation, translating step-by-step plans into code changes. Implementation mechanism (autonomous vs. guided) is not explicitly documented, but the claim to 'implement' suggests either direct file modification or structured prompts sent to integrated AI tools.","intents":["I want to convert a detailed plan into actual code changes automatically","I need to implement a plan step-by-step with AI guidance for each step","I want to feed my implementation plan to Claude Code or Cursor for execution","I need to apply large-scale refactoring changes across multiple files based on a plan"],"best_for":["developers using Cursor, Claude Code, or Windsurf who want planning + implementation workflows","teams doing large-scale refactoring who need structured, reviewable implementation steps","solo developers who want end-to-end AI assistance from planning through code generation"],"limitations":["Implementation approach (autonomous vs. guided) is undocumented — unclear if extension modifies files directly or generates prompts for other tools","No rollback or version control integration documented — implemented changes cannot be easily reverted via Traycer","Requires manual transfer of plans to downstream tools (Cursor, Claude Code) unless deep integration exists (unconfirmed)","No multi-file transaction semantics — if implementation fails mid-way, partial changes may be left in codebase","Language support limited to documented tags (Python, TypeScript, JavaScript, Go, Rust, PHP) — other languages may have degraded plan quality"],"requires":["VS Code 1.x+ (minimum version unspecified)","Active Traycer subscription or free trial","For Cursor/Claude Code integration: those tools must be installed and configured separately","Write access to workspace files","Internet connection for plan generation and implementation coordination"],"input_types":["implementation plan (from planning capability)","current codebase context (file contents, structure)","user confirmation or guidance (optional)"],"output_types":["modified source files (code)","implementation status/log (text)","structured prompts for downstream AI tools (text)"],"categories":["code-generation-editing","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-traycer-traycer-vscode__cap_2","uri":"capability://code.generation.editing.code.change.review.and.validation","name":"code change review and validation","description":"Analyzes implemented code changes against the original plan and provides structured feedback on correctness, completeness, and adherence to specifications. The extension compares actual code modifications against the step-by-step plan, identifying deviations, missing implementations, or potential issues. Review is performed via the traycer.ai backend and returned as structured feedback within the VS Code sidebar, enabling developers to validate changes before committing.","intents":["I want to verify that implemented code matches the original plan","I need to catch issues or deviations in code changes before committing","I want AI-assisted code review that checks against the implementation plan","I need to ensure large refactoring changes are complete and correct"],"best_for":["teams doing spec-driven development who need plan-to-code validation","solo developers who want automated code review against their own plans","developers performing large-scale refactoring who need confidence in change completeness"],"limitations":["Review scope is limited to plan adherence — does not perform general code quality analysis (style, performance, security) unless those were in the original plan","Requires that a plan was generated in Traycer first — cannot review arbitrary code changes without plan context","No integration with Git diff or version control — review must be manually triggered and does not automatically compare against previous commits","Review feedback is text-based suggestions — no automated fixes or patch generation documented","No severity levels or prioritization of issues — all feedback presented equally"],"requires":["VS Code 1.x+ (minimum version unspecified)","Active Traycer subscription or free trial","Existing implementation plan generated by Traycer","Code changes to review (modified files in workspace)","Internet connection to traycer.ai backend for review analysis"],"input_types":["implementation plan (from planning capability)","modified source files (code)","file diffs or change summaries (text)"],"output_types":["review feedback and validation report (text/markdown)","list of deviations or missing implementations (structured text)","suggestions for corrections (text)"],"categories":["code-generation-editing","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-traycer-traycer-vscode__cap_3","uri":"capability://automation.workflow.sidebar.based.plan.and.implementation.workflow.ui","name":"sidebar-based plan and implementation workflow ui","description":"Provides a dedicated VS Code sidebar panel (accessed via activity bar icon) that serves as the central hub for plan generation, implementation tracking, and code review. The sidebar displays generated plans, implementation status, review feedback, and settings configuration in a unified interface. This UI pattern keeps the planning and review workflow within the editor context, reducing context switching between tools. The sidebar is persistent and accessible throughout the development session.","intents":["I want to see my implementation plan and code review feedback without leaving VS Code","I need a centralized place to track planning, implementation, and review progress","I want quick access to Traycer settings and configuration without opening external tools","I need to reference my plan while coding to ensure adherence"],"best_for":["developers who prefer integrated workflows within their primary editor","teams using VS Code as their standard development environment","developers who want minimal context switching between planning and coding"],"limitations":["Sidebar real estate is limited — large plans may require scrolling or truncation","No multi-panel or split-view support documented — cannot view plan and code side-by-side within Traycer UI","Sidebar state is not persisted across VS Code restarts (standard VS Code behavior) — plan context may be lost if extension is reloaded","No keyboard-only navigation documented — sidebar requires mouse interaction for most operations","Settings panel is basic (gear icon) — no advanced configuration UI documented"],"requires":["VS Code 1.x+ (minimum version unspecified)","Activity bar visible and accessible (standard VS Code setup)","Traycer extension installed and activated","Sufficient sidebar width to display content (typically 300px+)"],"input_types":["user clicks on activity bar icon (UI interaction)","user input in sidebar text fields (text)","settings configuration via gear icon (UI interaction)"],"output_types":["rendered plan display (formatted text/markdown)","implementation status indicators (UI elements)","review feedback display (formatted text)","settings form (UI elements)"],"categories":["automation-workflow","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-traycer-traycer-vscode__cap_4","uri":"capability://code.generation.editing.multi.language.code.planning.and.implementation","name":"multi-language code planning and implementation","description":"Supports code planning and implementation across multiple programming languages (Python, TypeScript, JavaScript, Go, Rust, PHP, and others indicated by tags) by using language-agnostic planning and language-specific code generation. The traycer.ai backend detects the target language from file context or user specification and generates plans and code changes appropriate to that language's idioms and conventions. This enables developers to use Traycer across polyglot codebases without switching tools.","intents":["I want to plan and implement features in Python, TypeScript, and Go within the same project","I need AI assistance for refactoring in a language I'm less familiar with","I want to ensure generated code follows language-specific best practices","I need to work across a polyglot microservices architecture with consistent planning"],"best_for":["developers working on polyglot projects or microservices","teams with mixed-language codebases (e.g., backend in Go, frontend in TypeScript)","developers learning new languages who want AI guidance on idioms"],"limitations":["Language support is limited to documented tags (Python, TypeScript, JavaScript, Go, Rust, PHP) — other languages may have degraded plan quality or no support","No language-specific linting or style enforcement documented — generated code may not match project style guides","Language detection is automatic based on file extension — may fail for non-standard file types or mixed-language files","No cross-language refactoring support documented — cannot refactor interfaces across language boundaries (e.g., Python service to Go service)","Plan quality may vary by language — less common languages may receive less optimized planning"],"requires":["VS Code 1.x+ (minimum version unspecified)","File extension matching supported language (e.g., .py, .ts, .go, .rs, .php)","Traycer subscription or free trial","Language-specific tooling installed locally (e.g., Python interpreter, Node.js) for context analysis"],"input_types":["natural language specification (text)","source files in supported languages (code)","language context from file extension or user specification (metadata)"],"output_types":["language-specific implementation plans (text/markdown)","language-idiomatic code changes (code)","language-specific review feedback (text)"],"categories":["code-generation-editing","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-traycer-traycer-vscode__cap_5","uri":"capability://tool.use.integration.integration.bridge.to.downstream.ai.coding.tools","name":"integration bridge to downstream ai coding tools","description":"Acts as a planning and coordination layer that feeds structured implementation plans to other AI coding tools (Claude Code, Cursor, Windsurf) via plan export or API integration. Rather than implementing code directly, Traycer generates detailed plans that can be consumed by developers' preferred AI coding assistants, enabling a modular workflow where planning and implementation are decoupled. The integration mechanism (manual copy-paste vs. API) is not explicitly documented, but the claim to compatibility suggests some form of structured data exchange.","intents":["I want to use Traycer for planning but implement with Claude Code or Cursor","I need to generate detailed plans that my team can feed to their preferred AI tools","I want to maintain flexibility in choosing implementation tools while using Traycer for planning","I need to coordinate planning across a team using different AI coding assistants"],"best_for":["teams using Cursor, Claude Code, or Windsurf who want structured planning before implementation","developers who want to decouple planning from implementation tool choice","organizations standardizing on Traycer for planning while allowing tool flexibility"],"limitations":["Integration mechanism is undocumented — unclear if plans are automatically exported or require manual copy-paste","No API documentation provided — custom integration with other tools is not supported","Plan format may not be optimized for all downstream tools — some tools may require manual reformatting","No feedback loop from implementation back to Traycer — cannot track whether downstream tools followed the plan","Requires separate licenses/subscriptions for downstream tools (Cursor, Claude Code, Windsurf) — Traycer subscription alone is insufficient"],"requires":["Traycer subscription or free trial","Downstream AI tool installed and configured (Claude Code, Cursor, or Windsurf)","VS Code 1.x+ (minimum version unspecified)","Internet connection for plan generation and tool communication"],"input_types":["implementation plan generated by Traycer (text/markdown)","user request to export or share plan (UI interaction)"],"output_types":["exportable plan format (text/markdown or structured data)","prompts or instructions for downstream tools (text)","plan metadata for tool integration (structured data)"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-traycer-traycer-vscode__cap_6","uri":"capability://tool.use.integration.free.trial.and.freemium.subscription.model","name":"free trial and freemium subscription model","description":"Offers a 7-day free trial that allows developers to evaluate Traycer's planning, implementation, and review capabilities without upfront payment. After the trial expires, users can upgrade to a paid subscription or use a freemium tier (if available). The extension manages trial state and subscription validation via the traycer.ai backend, with authentication tokens configured in VS Code settings. Trial and subscription status are displayed in the sidebar settings panel.","intents":["I want to try Traycer before committing to a paid subscription","I need to understand pricing and feature tiers before purchasing","I want to evaluate Traycer on a small project to assess value","I need to manage team subscriptions and trial periods"],"best_for":["individual developers evaluating AI coding tools","small teams testing Traycer before purchasing team licenses","organizations with limited budgets who want to pilot before commitment"],"limitations":["Free trial is limited to 7 days — insufficient for long-term evaluation of complex projects","Freemium tier features are not documented — unclear what functionality is available after trial expires","No free tier for open-source projects documented — OSS developers may need to pay","Trial period cannot be extended — once expired, upgrade is required","No team trial management documented — each team member needs individual trial","Pricing details are not provided in marketplace listing — users must visit traycer.ai to see costs"],"requires":["Traycer account creation (email or OAuth)","VS Code 1.x+ (minimum version unspecified)","Internet connection for trial validation and subscription management","Active trial or paid subscription to use extension beyond initial installation"],"input_types":["account credentials (email, password, or OAuth token)","subscription/trial status (from backend)"],"output_types":["trial status indicator (UI element)","subscription tier display (text)","upgrade prompts or payment links (UI/text)"],"categories":["tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-traycer-traycer-vscode__cap_7","uri":"capability://planning.reasoning.cloud.based.llm.backend.for.plan.generation.and.code.analysis","name":"cloud-based llm backend for plan generation and code analysis","description":"Leverages a proprietary cloud backend (traycer.ai) running LLM-based models for plan generation, code implementation, and review analysis. All planning and review requests are sent to the backend, processed by an unspecified LLM (likely Claude, GPT, or proprietary model), and results are returned to the VS Code extension. This cloud-based approach enables sophisticated reasoning without requiring local compute, but introduces network latency and data transmission to external servers. The backend handles authentication, rate limiting, and subscription validation.","intents":["I want to use advanced LLM reasoning for code planning without local GPU requirements","I need to leverage state-of-the-art language models for implementation guidance","I want automatic updates to planning and review logic without extension updates","I need to scale planning requests across a team without local infrastructure"],"best_for":["developers without local GPU or high-performance compute","teams wanting centralized LLM management and updates","organizations preferring cloud-based AI services over on-premise solutions"],"limitations":["LLM model type is not documented — unclear if using Claude, GPT, or proprietary model, affecting plan quality and reasoning capability","All code context is transmitted to traycer.ai backend — potential privacy concerns for proprietary or sensitive code","No local-only mode documented — cannot use Traycer offline or with air-gapped networks","Network latency is unquantified — plan generation and review may be slow depending on backend load and network conditions","No model selection or customization documented — users cannot choose between different LLM providers or fine-tuned models","Backend availability is not guaranteed — service outages will block all Traycer functionality","No data retention policy documented — unclear how long code context is stored on traycer.ai servers"],"requires":["Active internet connection to traycer.ai backend","Traycer account with valid API authentication token","Traycer subscription or active free trial","VS Code 1.x+ (minimum version unspecified)","Network access to traycer.ai domain (may require firewall/proxy configuration)"],"input_types":["natural language specification (text)","source code context (code)","file structure and metadata (structured data)"],"output_types":["LLM-generated implementation plans (text/markdown)","code change recommendations (code)","review feedback and analysis (text)"],"categories":["planning-reasoning","code-generation-editing"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"vscode-traycer-traycer-vscode__cap_8","uri":"capability://tool.use.integration.settings.and.configuration.management","name":"settings and configuration management","description":"Provides a settings panel (accessible via gear icon in the sidebar) where developers can configure Traycer preferences to match their development workflow. Settings are stored locally in VS Code's extension storage and include API authentication, subscription management, and workflow preferences. The settings UI is integrated into the sidebar, avoiding the need for external configuration files or web dashboards. Specific configuration options are not documented in the marketplace listing.","intents":["I want to configure my API key and authentication for Traycer","I need to customize Traycer's behavior to match my team's workflow","I want to adjust plan generation parameters or review strictness","I need to manage subscription and billing settings within VS Code"],"best_for":["developers who prefer in-editor configuration over external dashboards","teams with custom workflow requirements","organizations needing centralized configuration management"],"limitations":["Specific configuration options are not documented — unclear what settings are available or what they control","No team-level configuration documented — each developer may need individual setup","Settings are stored locally in VS Code — no cloud sync or team sharing of configurations","No configuration export/import documented — cannot easily replicate settings across team members","Settings UI is basic (gear icon) — no advanced configuration interface or validation","No configuration versioning — cannot track changes to settings over time"],"requires":["VS Code 1.x+ (minimum version unspecified)","Traycer extension installed","Traycer account and subscription or active trial","API authentication token (obtained from traycer.ai account)"],"input_types":["user input in settings form (text, toggles, dropdowns)","API key or authentication token (text)"],"output_types":["stored configuration (local VS Code extension storage)","settings validation feedback (text/UI)"],"categories":["tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":39,"verified":false,"data_access_risk":"high","permissions":["VS Code 1.x+ (minimum version unspecified)","Active internet connection to traycer.ai backend","Traycer account with valid subscription or active free trial (7-day trial available)","API authentication token configured in extension settings","Active Traycer subscription or free trial","For Cursor/Claude Code integration: those tools must be installed and configured separately","Write access to workspace files","Internet connection for plan generation and implementation coordination","Existing implementation plan generated by Traycer","Code changes to review (modified files in workspace)"],"failure_modes":["Plan quality depends on clarity of input specification — vague requirements produce vague plans","No multi-file context awareness documented — plans may not account for cross-file dependencies","Plans are generated asynchronously via cloud backend, introducing network latency (unquantified)","No version control integration — plans are not automatically tracked or compared against actual implementation","Implementation approach (autonomous vs. guided) is undocumented — unclear if extension modifies files directly or generates prompts for other tools","No rollback or version control integration documented — implemented changes cannot be easily reverted via Traycer","Requires manual transfer of plans to downstream tools (Cursor, Claude Code) unless deep integration exists (unconfirmed)","No multi-file transaction semantics — if implementation fails mid-way, partial changes may be left in codebase","Language support limited to documented tags (Python, TypeScript, JavaScript, Go, Rust, PHP) — other languages may have degraded plan quality","Review scope is limited to plan adherence — does not perform general code quality analysis (style, performance, security) unless those were in the original plan","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.51,"quality":0.28,"ecosystem":0.35000000000000003,"match_graph":0.25,"freshness":0.75,"weights":{"adoption":0.25,"quality":0.25,"ecosystem":0.1,"match_graph":0.28,"freshness":0.12}},"observed_outcomes":{"matches":0,"success_rate":0,"avg_confidence":0,"top_intents":[],"last_matched_at":null},"maintenance":{"status":"active","updated_at":"2026-05-24T12:16:34.803Z","last_scraped_at":"2026-05-03T15:20:37.518Z","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=traycer","compare_url":"https://unfragile.ai/compare?artifact=traycer"}},"signature":"5ww4Y7vgk/ptKcBQhtUwY1NOUf22U5ClvFT1/ATblE153ic9ysTJagUHnxi5YsXluNbcjyoglLxzsmR9exEfDQ==","signedAt":"2026-06-21T07:47:49.484Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/traycer","artifact":"https://unfragile.ai/traycer","verify":"https://unfragile.ai/api/v1/verify?slug=traycer","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"}}