{"slug":"skydoves-understanding-stability-inference","source_name":"skydoves/understanding-stability-inference","name":"Skydoves/Understanding Stability Inference","description":"Use this skill to explain why the Compose compiler classified a class or composable parameter as stable, runtime, unknown, or unstable. Covers the 12-phase inference algorithm, the five compiler-level stability types (Certain / Runtime / Unknown / Parameter / Combined), the generic bitmask encoding (Pair=0b11, ImmutableList=0b1), the Known Stable Constructs registry, and the runtime `$stable: Int` field generated by `@StabilityInferred`. Use when the developer asks \"why is X classified as Y?\", w","version":1,"lift":{"pass_rate_delta_pts":63.64,"pass_rate_pct":81.8,"total_cases":22,"passed_cases":18,"tokens_delta_pct":147.8,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-19T06:03:50.117072+00:00"},"skill_score":null,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":63.64,"with_pass_pct":81.8,"without_pass_pct":18.2,"tokens_delta_pct":147.8,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-19T06:03:50.117072+00:00","run_id":"bc0b02f6-b32b-4a9f-98e2-9a2b453f50cb","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":"Apache-2.0. See LICENSE for complete terms.","install_count":0,"manifest_hash":"35047c7c87c4c26ccf91e3417d4ddd7eeb4905cf594726a5d3291f6ebed3f08f","raw_url":"https://app.decimal.ai/s/skydoves-understanding-stability-inference/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/skydoves-understanding-stability-inference"}