{"slug":"impertio-studio-frappe-agent-interpreter","source_name":"impertio-studio/frappe-agent-interpreter","name":"Impertio Studio/Frappe Agent Interpreter","description":"Use when receiving vague or unclear ERPNext/Frappe development requests that need interpretation. Transforms requirements like 'make invoice auto-calculate' or 'add approval workflow' into concrete technical specifications. Determines which Frappe mechanisms to use and maps to the full 61-skill catalog. Keywords: vague requirement, clarify scope, translate business need, technical spec, implementation plan, what does this mean, unclear requirement, translate to code, how to build this.","version":1,"lift":{"pass_rate_delta_pts":40.91,"pass_rate_pct":72.7,"total_cases":22,"passed_cases":16,"tokens_delta_pct":134.7,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.8-flash","grading_method":"judged","completed_at":"2026-11-03T01:23:01.265090+00:00"},"skill_score":0.7273,"benchmark_models":[{"model":"gemini-3.8-flash","headline":true,"delta_pts":40.91,"with_pass_pct":72.7,"without_pass_pct":31.8,"tokens_delta_pct":134.7,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":false,"completed_at":"2026-11-03T01:23:01.265090+00:00","run_id":"daee32f3-e34a-41aa-adbb-861bc3dc5301","latest_attempt":{"id":"daee32f3-e34a-41aa-adbb-861bc3dc5301","runner_model":"gemini-3.8-flash","overall_verdict":"mixed","completed_at":"2026-11-03T01:23:01.265090+00:00","gate":null},"version_number":1,"is_latest_version":true,"gate":null}],"trust":{"skill_safety":"passed","safety_status":"clean","intent_verdict":"safe","content_status":"clean","indexable":true},"license":"MIT","install_count":0,"total_uses":0,"total_users":0,"manifest_hash":"5aacb4ab4dcf29d9a4df5527bc41ef5d754c3cc2ab3d11fb87f66cb862de2d76","install_name":"impertio-studio-frappe-agent-interpreter","version_id":"f06d917f-c911-483e-a444-fba37fa80e71","body_sha256":"5aacb4ab4dcf29d9a4df5527bc41ef5d754c3cc2ab3d11fb87f66cb862de2d76","render_hash":"6d9530feba61f413dec3975f79d93bdefaaeabd35a8b6a14392c7e0d1ad7c1b9","raw_url":"https://app.decimal.ai/s/impertio-studio-frappe-agent-interpreter/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/impertio-studio-frappe-agent-interpreter"}