Results for “essential-state-achieved-rate”

Evaluates execution outcomes against defined success criteria, scoring each criterion and producing a structured verdict with actionable feedback.

OI-3 spike harness — heavy consumer skill, FORKED arm. Builds an incident post-mortem and sources the readability standard mid-workflow via a forked (context fork) guidance skill. Use only when explicitly invoked by the spike harness with a TRIAL_ID and data path.

当用户已有确认过的开发任务清单（理想来自 split-task），要把它逐个落地成实现 + 测试 + 提交，并经验收确认真的做完时使用——如"执行任务、把 tasks 做掉、按任务清单开始编码、实现这些任务、推进开发"。不要用于：任务还没拆（先 split-task）、技术方案没定（先 make-design）、行为没钉死（先 write-spec）、想法还模糊（先 refine-idea）、只做单个改动的红绿闭环（那是 tdd）、只做一次代码审查（那是 review-changes）、单纯调试某个 bug、代码评审。

Econometrics skill for instrumental variables and treatment effect estimation. Activates when the user asks about: "instrumental variables", "IV estimation", "2SLS", "two-stage least squares", "endogeneity", "weak instruments", "first stage", "Sargan test", "overidentification", "propensity score matching", "PSM", "average treatment effect", "ATT", "LATE", "local average treatment effect", "endogenous regressor", "instrument validity", "工具变量", "两阶段最小二乘", "内生性", "弱工具变量", "倾向得分匹配", "平均处理效应", "处理效应", "局部平均处理效应"

6-phase iterative specification execution workflow covering implementation, testing, review, improvement, commit, and progress tracking with quality-gated convergence.

Honestly evaluate AI work quality using a two-axis scoring system with mandatory devil's advocate reasoning and cross-session anti-inflation detection.

Provides 14 standard operating procedures for executive tasks such as accelerator applications, board updates, and investor communications.