{"slug":"smithersai-train-kimi-smithers","source_name":"smithersai/train-kimi-smithers","name":"Smithersai/Train Kimi Smithers","description":"Prepare, launch, and evaluate Kimi LoRA fine-tuning for Smithers TypeScript/JSX workflow authoring. Use when building a Smithers training corpus, validating Fireworks JSONL, comparing base and tuned Kimi models, starting a Fireworks Kimi K2.7 managed SFT job, requesting or using Kimi K3 Serverless Training access, estimating training spend, or refreshing the checked-in Smithers authoring dataset.","version":1,"lift":{"pass_rate_delta_pts":77.27,"pass_rate_pct":95.5,"total_cases":22,"passed_cases":21,"tokens_delta_pct":-9.8,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-21T06:27:25.827913+00:00"},"skill_score":0.9545,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":77.27,"with_pass_pct":95.5,"without_pass_pct":18.2,"tokens_delta_pct":-9.8,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":20,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-21T06:27:25.827913+00:00","run_id":"1ca3499b-f8f2-4f40-a496-ea208b456179","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,"manifest_hash":"5727f065dc8e9028cf0755db39a67bc3c4041ee544a1a29d8d481706a6786202","raw_url":"https://app.decimal.ai/s/smithersai-train-kimi-smithers/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/smithersai-train-kimi-smithers"}