{"slug":"qshanx-contract-first","source_name":"qshanx/contract-first","name":"Qshanx/Contract First","description":"也适用于同一进程内存在明确消费者、提供者和公共接口且有漂移风险的业务模块；按实际边界验证公开签名与行为，无网络边界时不要求序列化证据。 分前端/后端（或多个服务）多端开发的项目，用 CONTRACT.md 指向的唯一机器契约，各端只照它各做各的，防止字段漂移导致集成时白屏。支持单会话多 agent 和多终端各自跑两种模式。只要项目有前后端/多服务、接口字段老对不上、各端联调卡住、某端改了字段忘了通知别人、或前端为渲染一个页面要调一堆接口拼数据，就用这个 skill，哪怕用户没明说\"契约\"。这套方法论的学名是消费者驱动契约（Consumer-Driven Contracts, CDC）/ 契约测试。中文触发：契约式开发、接口契约、前后端协作、多终端协作、防字段漂移、接口对不上、联调、API 契约、字段命名不一致、集成白屏、唯一真相源、契约测试、CDC。English triggers: contract-first development, consumer-driven contracts, contract testing, API contract, frontend backen","version":1,"lift":{"pass_rate_delta_pts":31.82,"pass_rate_pct":100,"total_cases":22,"passed_cases":22,"tokens_delta_pct":342.8,"turns_delta_pct":0,"verdict":"pass","benchmark_model":"gemini-3.8-flash","grading_method":"judged","completed_at":"2026-11-02T16:54:03.261505+00:00"},"skill_score":1,"benchmark_models":[{"model":"gemini-3.8-flash","headline":true,"delta_pts":31.82,"with_pass_pct":100,"without_pass_pct":68.2,"tokens_delta_pct":342.8,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"pass","never_hurt":true,"completed_at":"2026-11-02T16:54:03.261505+00:00","run_id":"ec6b2b01-c66d-4b29-9234-7bc075602d85","latest_attempt":{"id":"ec6b2b01-c66d-4b29-9234-7bc075602d85","runner_model":"gemini-3.8-flash","overall_verdict":"pass","completed_at":"2026-11-02T16:54:03.261505+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":"e56802823c5741968d9d36be9f6dd7a4d9c111f621d2a0379bad32e69ac466bd","install_name":"qshanx-contract-first","version_id":"cf561617-a434-417b-9d61-e13b8355bbc2","body_sha256":"e56802823c5741968d9d36be9f6dd7a4d9c111f621d2a0379bad32e69ac466bd","render_hash":"571b2ad4755ecac80821631293caeb4e404420bfe78dfbbd7e257a1cd73350de","raw_url":"https://app.decimal.ai/s/qshanx-contract-first/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/qshanx-contract-first"}