{"id":"urmzd-incipit","name":"incipit","af_score":40.5,"security_score":33.2,"reliability_score":32.5,"what_it_does":"Incipit is a Go-based CLI that takes structured resume data (JSON/Markdown) and generates formatted outputs (PDF via HTML/Chromium and/or LaTeX, DOCX, and Markdown), using a template system. It also provides AI commands to create/review/optimize resumes via multiple LLM providers (Anthropic, OpenAI, Google, or local Ollama), and can validate inputs using an exported JSON Schema.","best_when":"You want an offline/local-first CLI workflow for resume generation and can optionally add LLM-backed guidance for resume structure and phrasing.","avoid_when":"You need a standardized authenticated REST/SDK experience for programmatic use, or you require strict governance over where AI prompts/resume content are sent.","last_evaluated":"2026-04-04T19:33:03.140034+00:00","has_mcp":false,"has_api":false,"auth_methods":["Environment-variable based API keys for AI providers: ANTHROPIC_API_KEY, OPENAI_API_KEY, GOOGLE_API_KEY","Local fallback via Ollama (connection/local model selection)"],"has_free_tier":false,"known_gotchas":["No MCP/SDK/API described; agents must shell out to the CLI and manage files/paths","AI provider behavior and cost/rate limiting are provider-dependent and not documented here","PDF/LaTeX generation depends on external binaries (Chromium via Rod; TeX Live) that may fail in constrained environments","Rendering and workspace output paths may be time-stamped/managed; agents should capture expected output locations"],"error_quality":0.0}