{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_resumebuild","slug":"resumebuild","name":"ResumeBuild","type":"product","url":"https://www.resumebuild.ai","page_url":"https://unfragile.ai/resumebuild","categories":["app-builders"],"tags":[],"pricing":{"model":"freemium","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_resumebuild__cap_0","uri":"capability://text.generation.language.ai.powered.resume.content.generation.and.optimization","name":"ai-powered resume content generation and optimization","description":"Generates and refines resume bullet points, job descriptions, and achievement statements using language models trained on successful resume patterns. The system likely analyzes user input (job history, skills, accomplishments) and produces ATS-optimized text that emphasizes quantifiable results and industry keywords. Implementation likely involves prompt engineering to balance specificity with generalization across industries, with feedback loops to improve suggestions based on user edits.","intents":["I need help writing achievement-focused bullet points that highlight my impact without sounding generic","I want to transform my job descriptions into resume-ready language that emphasizes results and metrics","I need suggestions for how to frame my skills and experience for a specific industry or role"],"best_for":["Job seekers with limited resume-writing experience or non-native English speakers","Career changers who need help translating experience across industries","Professionals in technical fields who struggle with articulating soft skills and impact"],"limitations":["AI-generated content may produce generic, template-heavy language that doesn't differentiate candidates in competitive fields","Lacks context about company culture, hiring manager preferences, or role-specific nuances that human career coaches provide","May over-optimize for ATS keywords at the expense of narrative coherence or authentic voice","Cannot verify factual accuracy of generated claims or ensure they align with actual accomplishments"],"requires":["User account with ResumeBuild","Job history, skills, and accomplishment data in text form","Internet connection for API calls to language model backend"],"input_types":["text (job titles, company names, dates, job descriptions, accomplishments)"],"output_types":["text (optimized bullet points, achievement statements, skill descriptions)"],"categories":["text-generation-language","career-tools"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_resumebuild__cap_1","uri":"capability://data.processing.analysis.ats.applicant.tracking.system.compatibility.scanning.and.formatting","name":"ats (applicant tracking system) compatibility scanning and formatting","description":"Analyzes resume structure, formatting, fonts, and content to identify elements that may cause parsing failures in ATS software. The system likely uses rule-based checks (e.g., detecting unsupported fonts, complex layouts, special characters) combined with pattern matching against known ATS parsing limitations. It provides real-time feedback on formatting issues and suggests corrections to ensure the resume can be reliably extracted by automated screening systems.","intents":["I need to ensure my resume won't be rejected by automated screening software before a human ever sees it","I want to know which formatting choices (fonts, colors, tables, headers) will cause ATS parsing to fail","I need to validate that my resume structure is compatible with the job application systems used by major employers"],"best_for":["Job seekers applying to large corporations with automated resume screening","Candidates who previously had resumes rejected or not reviewed due to formatting issues","Users unfamiliar with ATS limitations and best practices"],"limitations":["ATS parsing rules vary significantly across vendors (Workday, Taleo, Greenhouse, etc.) — no single resume format is universally compatible","Scanning may be overly conservative, flagging formatting choices that some ATS systems actually handle correctly","Cannot test against actual ATS systems used by target employers without integration partnerships","May not catch semantic issues (e.g., missing keywords for specific job descriptions) that ATS ranking algorithms use"],"requires":["Resume document in supported format (likely PDF or DOCX)","ResumeBuild account","Knowledge of target job descriptions or industry to validate keyword coverage"],"input_types":["document (PDF, DOCX, or text-based resume)"],"output_types":["structured feedback (list of ATS compatibility issues with severity levels and remediation suggestions)"],"categories":["data-processing-analysis","safety-moderation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_resumebuild__cap_2","uri":"capability://automation.workflow.resume.template.selection.and.adaptive.layout.generation","name":"resume template selection and adaptive layout generation","description":"Provides a library of pre-designed resume templates optimized for ATS compatibility and visual appeal, with adaptive layout logic that adjusts formatting based on content length and user preferences. The system likely uses responsive design patterns to reflow content across different template structures, ensuring that longer work histories or skill lists don't break formatting. Template selection may be guided by industry, role level, or aesthetic preference.","intents":["I want a professional-looking resume without hiring a designer or learning design software","I need a template that works for my industry and doesn't look generic or outdated","I want to switch between different resume layouts without manually reformatting all my content"],"best_for":["Non-technical users without design experience","Job seekers who want quick visual polish without customization overhead","Users applying to multiple roles who want to test different resume formats"],"limitations":["Template library may be limited compared to dedicated design tools like Canva or Adobe Express","Adaptive layout logic may produce awkward spacing or truncation if content is very long","Limited customization options may prevent candidates from differentiating visually in creative fields","Templates may not reflect current design trends or industry-specific aesthetic expectations"],"requires":["ResumeBuild account","Resume content (text, not design assets)"],"input_types":["text (resume content: name, contact, work history, skills, education)"],"output_types":["document (PDF or downloadable resume in selected template format)"],"categories":["automation-workflow","design-tools"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_resumebuild__cap_3","uri":"capability://data.processing.analysis.keyword.extraction.and.industry.specific.skill.matching","name":"keyword extraction and industry-specific skill matching","description":"Analyzes job descriptions provided by users and extracts relevant keywords, skills, and competencies, then cross-references them against the user's resume to identify gaps and suggest additions. The system likely uses NLP techniques (named entity recognition, keyword extraction) to identify technical skills, soft skills, certifications, and industry jargon from job postings. It may use a curated skill taxonomy or embeddings-based similarity matching to suggest resume improvements that align with target roles.","intents":["I want to know which keywords from a job description I should add to my resume to improve ATS matching","I need to identify skills I'm missing that are commonly required for my target role","I want to tailor my resume for specific job postings without manually reading each description"],"best_for":["Job seekers applying to many positions who need to quickly tailor resumes","Career changers who need to identify transferable skills and industry-specific terminology","Users unfamiliar with industry jargon or skill expectations for their target role"],"limitations":["Keyword extraction may miss context-dependent skills or overweight generic terms that appear in many job descriptions","Cannot distinguish between must-have and nice-to-have skills without additional role-level metadata","Skill taxonomy may be incomplete or outdated for emerging technologies or niche industries","May suggest adding keywords that don't authentically reflect user's actual capabilities, risking resume screening failures if skills are tested"],"requires":["Job description text (pasted or uploaded)","ResumeBuild account","User's existing resume for comparison"],"input_types":["text (job description)"],"output_types":["structured data (list of extracted keywords, skills, and gap analysis with suggestions)"],"categories":["data-processing-analysis","search-retrieval"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_resumebuild__cap_4","uri":"capability://automation.workflow.multi.format.resume.export.and.download","name":"multi-format resume export and download","description":"Converts resume data from ResumeBuild's internal format into multiple output formats (PDF, DOCX, plain text, JSON) with format-specific optimizations. PDF export likely uses a rendering engine to preserve layout and fonts, DOCX export generates editable Word documents for further customization, and plain text export strips formatting for ATS systems that prefer unformatted input. The system may apply format-specific validation to ensure compatibility.","intents":["I need to download my resume as a PDF to email to recruiters","I want to export my resume as a Word document so I can make final edits before submitting","I need a plain text version of my resume for pasting into online application forms"],"best_for":["Job seekers who need to submit resumes in different formats across various application systems","Users who want to maintain a master resume in ResumeBuild but customize for specific applications","Candidates applying to both large corporations (PDF) and startups (DOCX)"],"limitations":["PDF export may not preserve all formatting if the rendering engine has limitations","DOCX export may lose some design elements or require manual cleanup in Word","Plain text export strips all visual formatting, potentially losing emphasis and structure","No support for other formats (e.g., LaTeX, Markdown) that some technical users prefer"],"requires":["Completed resume in ResumeBuild","ResumeBuild account","Software to open downloaded files (PDF reader, Word, text editor)"],"input_types":["structured data (resume data from ResumeBuild)"],"output_types":["document (PDF, DOCX, TXT, or JSON)"],"categories":["automation-workflow","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_resumebuild__cap_5","uri":"capability://automation.workflow.resume.version.control.and.comparison","name":"resume version control and comparison","description":"Maintains a version history of resume edits, allowing users to save snapshots, revert to previous versions, and compare changes between versions. The system likely stores resume state at key checkpoints (e.g., after major edits, before applying to a job) and provides a diff view highlighting what changed. This enables users to experiment with different content variations (e.g., tailored vs. generic versions) without losing prior work.","intents":["I want to keep multiple versions of my resume tailored for different job types without manually managing files","I need to see what I changed in my resume and revert if I made a mistake","I want to compare my original resume with a tailored version to ensure I didn't lose important information"],"best_for":["Job seekers applying to many positions who create tailored resume variants","Users who frequently edit and refine their resumes over time","Teams or mentors collaborating on resume improvements"],"limitations":["Version history may be limited to a certain number of snapshots (e.g., last 10 versions) in freemium tier","Diff view may be difficult to parse if changes are extensive or involve reordering content","No collaborative features (e.g., comments, suggestions from mentors) unless explicitly implemented","Version storage requires backend infrastructure and may have data retention limits"],"requires":["ResumeBuild account","Multiple edits or intentional version snapshots"],"input_types":["structured data (resume edits and version snapshots)"],"output_types":["structured data (version history list, diff view comparing two versions)"],"categories":["automation-workflow","memory-knowledge"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_resumebuild__cap_6","uri":"capability://text.generation.language.cover.letter.generation.and.optimization","name":"cover letter generation and optimization","description":"Generates customized cover letters based on resume content, job descriptions, and company information using language models. The system likely uses prompt engineering to produce cover letters that reference specific job requirements, company values, and the candidate's relevant experience. It may provide templates, editing suggestions, and ATS optimization similar to resume features. Cover letter generation likely leverages the same NLP infrastructure as resume content generation but with different prompt structures for narrative flow.","intents":["I need to quickly generate a cover letter for a job application without spending hours writing","I want to tailor my cover letter to specific job requirements and company culture","I need help writing a compelling narrative that connects my experience to the role"],"best_for":["Job seekers applying to many positions who need to generate cover letters quickly","Candidates who struggle with writing or narrative structure","Users who want to maintain consistency between resume and cover letter messaging"],"limitations":["AI-generated cover letters may lack authentic voice or personal storytelling that hiring managers value","Cannot access real company culture, values, or hiring manager preferences without explicit user input","May produce generic or template-heavy language that doesn't differentiate candidates","Requires careful editing to ensure generated content is accurate and doesn't overstate qualifications"],"requires":["ResumeBuild account","Resume content (for context)","Job description (for tailoring)","Optional: company information or hiring manager name"],"input_types":["text (resume summary, job description, company information)"],"output_types":["text (generated cover letter, typically 250-400 words)"],"categories":["text-generation-language","career-tools"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_resumebuild__cap_7","uri":"capability://text.generation.language.real.time.grammar.and.style.checking","name":"real-time grammar and style checking","description":"Scans resume and cover letter text for grammatical errors, spelling mistakes, punctuation issues, and style inconsistencies using NLP-based grammar checking (likely similar to Grammarly's approach). The system provides real-time feedback as users type or edit, highlighting errors with severity levels and suggesting corrections. Style checking may include consistency rules (e.g., parallel structure in bullet points, consistent tense usage) and tone analysis to ensure professional language.","intents":["I want to catch typos and grammar mistakes before submitting my resume","I need to ensure my resume uses consistent formatting and professional tone throughout","I want suggestions for improving clarity and conciseness in my resume language"],"best_for":["Non-native English speakers or users with limited writing experience","Job seekers who want to ensure error-free submissions","Users unfamiliar with professional resume conventions and tone"],"limitations":["Grammar checking may produce false positives (e.g., flagging intentional fragments or industry jargon as errors)","Style suggestions may be overly prescriptive and remove authentic voice or personality","Cannot understand context-dependent language choices (e.g., when to use passive vs. active voice)","May not catch domain-specific terminology or industry jargon that is correct but uncommon"],"requires":["ResumeBuild account","Text input (resume or cover letter content)"],"input_types":["text (resume or cover letter)"],"output_types":["structured feedback (list of errors with suggestions, severity levels, and explanations)"],"categories":["text-generation-language","safety-moderation"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":39,"verified":false,"data_access_risk":"low","permissions":["User account with ResumeBuild","Job history, skills, and accomplishment data in text form","Internet connection for API calls to language model backend","Resume document in supported format (likely PDF or DOCX)","ResumeBuild account","Knowledge of target job descriptions or industry to validate keyword coverage","Resume content (text, not design assets)","Job description text (pasted or uploaded)","User's existing resume for comparison","Completed resume in ResumeBuild"],"failure_modes":["AI-generated content may produce generic, template-heavy language that doesn't differentiate candidates in competitive fields","Lacks context about company culture, hiring manager preferences, or role-specific nuances that human career coaches provide","May over-optimize for ATS keywords at the expense of narrative coherence or authentic voice","Cannot verify factual accuracy of generated claims or ensure they align with actual accomplishments","ATS parsing rules vary significantly across vendors (Workday, Taleo, Greenhouse, etc.) — no single resume format is universally compatible","Scanning may be overly conservative, flagging formatting choices that some ATS systems actually handle correctly","Cannot test against actual ATS systems used by target employers without integration partnerships","May not catch semantic issues (e.g., missing keywords for specific job descriptions) that ATS ranking algorithms use","Template library may be limited compared to dedicated design tools like Canva or Adobe Express","Adaptive layout logic may produce awkward spacing or truncation if content is very long","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.31666666666666665,"quality":0.67,"ecosystem":0.15000000000000002,"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":"2026-05-24T12:16:33.095Z","last_scraped_at":"2026-04-05T13:23:42.560Z","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=resumebuild","compare_url":"https://unfragile.ai/compare?artifact=resumebuild"}},"signature":"NomBH9JnxuwBNwXpiub9VhT0nUYz411eklceV1oQ1YhO5gOlUbtVAzJU3bXRePBdFBuWufqpXJvKLeqxhcVbBA==","signedAt":"2026-06-21T06:09:58.899Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/resumebuild","artifact":"https://unfragile.ai/resumebuild","verify":"https://unfragile.ai/api/v1/verify?slug=resumebuild","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"}}