{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_tldr","slug":"tldr","name":"TLDR","type":"extension","url":"https://tldrdev.ai","page_url":"https://unfragile.ai/tldr","categories":["code-editors"],"tags":[],"pricing":{"model":"freemium","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_tldr__cap_0","uri":"capability://coding.method.level.code.explanation.generation","name":"method-level code explanation generation","description":"Analyzes a selected method or function and generates a plain-English explanation of its purpose, logic flow, and behavior. The explanation breaks down complex logic into understandable steps without requiring the developer to manually trace through the code.","intents":["I need to understand what this method does without reading through all the implementation details","I want a quick summary of this function's purpose and how it works","Help me understand the logic flow of this complex method"],"best_for":["junior developers","new team members","developers unfamiliar with codebase"],"limitations":["explanations may be verbose or miss subtle business logic","effectiveness depends on code clarity and naming conventions","may struggle with obfuscated or unconventional code patterns"],"requires":["IDE plugin installation","code selection or cursor positioning","internet connection for AI processing"],"input_types":["source code (method/function)"],"output_types":["plain text explanation"],"categories":["coding","documentation","learning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_tldr__cap_1","uri":"capability://coding.codebase.context.building.for.unfamiliar.code","name":"codebase context building for unfamiliar code","description":"Enables developers to rapidly build mental models of unfamiliar codebases by explaining multiple related methods and their interactions. Reduces cognitive load when onboarding into new projects or legacy systems.","intents":["I'm new to this codebase and need to understand how these methods work together","Help me quickly get up to speed on this legacy system without asking senior engineers","I need to understand the context of this code section in the broader system"],"best_for":["junior developers","new hires","developers switching between projects","legacy system maintainers"],"limitations":["explanations are limited to code-level understanding without business context","cannot explain architectural decisions or design patterns beyond the code itself"],"requires":["IDE plugin installation","ability to select multiple code sections","internet connection"],"input_types":["source code (multiple methods/functions)"],"output_types":["plain text explanations"],"categories":["coding","onboarding","learning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_tldr__cap_2","uri":"capability://productivity.in.ide.code.explanation.without.context.switching","name":"in-ide code explanation without context switching","description":"Provides instant code explanations directly within the developer's IDE, eliminating the friction of copying code into external tools like ChatGPT. Maintains workflow continuity by keeping developers in their primary development environment.","intents":["I want to understand this code without leaving my IDE","Show me what this code does without switching to ChatGPT or another tool","Give me a quick explanation while I'm reading through this file"],"best_for":["developers who value workflow efficiency","teams with strict security policies around external tools","developers working with sensitive codebases"],"limitations":["requires IDE plugin installation and maintenance","dependent on IDE compatibility"],"requires":["IDE plugin installation","supported IDE (specific versions vary)","internet connection"],"input_types":["source code (selected text)"],"output_types":["plain text explanation (displayed in IDE)"],"categories":["productivity","coding","developer-experience"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_tldr__cap_3","uri":"capability://coding.legacy.code.demystification","name":"legacy code demystification","description":"Specializes in explaining complex, poorly-documented, or unconventional legacy code patterns that are difficult to understand at first glance. Helps developers navigate inherited systems without extensive manual analysis.","intents":["This legacy code is confusing and poorly documented—what does it actually do?","Help me understand this old code pattern that doesn't follow modern conventions","I need to maintain this legacy system but don't understand how it works"],"best_for":["legacy system maintainers","developers inheriting old codebases","teams modernizing legacy applications"],"limitations":["may struggle with highly obfuscated code or non-standard patterns","explanations may require human verification for business logic accuracy","effectiveness varies based on code clarity"],"requires":["IDE plugin installation","source code access","internet connection"],"input_types":["source code (legacy methods/functions)"],"output_types":["plain text explanation"],"categories":["coding","maintenance","documentation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_tldr__cap_4","uri":"capability://coding.code.explanation.verification.and.validation","name":"code explanation verification and validation","description":"Generates AI explanations of code that developers can review and verify against actual behavior. Provides a starting point for understanding code that may require human validation, especially for business-critical logic.","intents":["I want an AI explanation of this code but need to verify it's accurate","Give me a draft explanation that I can check against the actual behavior","Help me document this code by generating an explanation I can refine"],"best_for":["developers working with business-critical code","teams with code review processes","developers who distrust AI explanations without verification"],"limitations":["explanations may contain inaccuracies requiring manual correction","time investment in verification may offset time savings from explanation"],"requires":["IDE plugin installation","code selection","developer expertise to validate explanations"],"input_types":["source code"],"output_types":["plain text explanation (for human review)"],"categories":["coding","quality-assurance","documentation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_tldr__cap_5","uri":"capability://onboarding.developer.onboarding.acceleration","name":"developer onboarding acceleration","description":"Reduces onboarding time for new developers by providing instant explanations of unfamiliar code patterns, reducing dependency on senior engineers for code walkthroughs and knowledge transfer.","intents":["I'm new here and need to understand the codebase quickly without bothering the team","Help me get productive faster by explaining the code I'm reading","I want to learn this codebase independently without constant interruptions to senior developers"],"best_for":["new team members","junior developers","teams with high turnover","distributed teams with limited synchronous time"],"limitations":["explanations lack business context and architectural rationale","cannot replace human mentorship for learning team-specific patterns and conventions"],"requires":["IDE plugin installation","access to codebase","internet connection"],"input_types":["source code"],"output_types":["plain text explanations"],"categories":["onboarding","learning","productivity"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":48,"verified":false,"data_access_risk":"moderate","permissions":["IDE plugin installation","code selection or cursor positioning","internet connection for AI processing","ability to select multiple code sections","internet connection","supported IDE (specific versions vary)","source code access","code selection","developer expertise to validate explanations","access to codebase"],"failure_modes":["explanations may be verbose or miss subtle business logic","effectiveness depends on code clarity and naming conventions","may struggle with obfuscated or unconventional code patterns","explanations are limited to code-level understanding without business context","cannot explain architectural decisions or design patterns beyond the code itself","requires IDE plugin installation and maintenance","dependent on IDE compatibility","may struggle with highly obfuscated code or non-standard patterns","explanations may require human verification for business logic accuracy","effectiveness varies based on code clarity","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.39999999999999997,"quality":0.77,"ecosystem":0.15000000000000002,"match_graph":0.25,"freshness":0.9,"weights":{"adoption":0.25,"quality":0.25,"ecosystem":0.15,"match_graph":0.23,"freshness":0.12}},"observed_outcomes":{"matches":0,"success_rate":0,"avg_confidence":0,"top_intents":[],"last_matched_at":null},"maintenance":{"status":"active","updated_at":"2026-05-24T12:16:33.648Z","last_scraped_at":"2026-04-05T13:23:42.540Z","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=tldr","compare_url":"https://unfragile.ai/compare?artifact=tldr"}},"signature":"WlktK6ceIL3k5ffqBrcJsADY/stTC8pXKYiw5KKKFMhIjgpZ9U2WRKhkn1JKOKyY+gUZrHixxAyc2whe9RACBA==","signedAt":"2026-06-17T03:24:21.884Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/tldr","artifact":"https://unfragile.ai/tldr","verify":"https://unfragile.ai/api/v1/verify?slug=tldr","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"}}