XyraSinclair/forward

forward

Run one Drive Forward cycle — orient on the project's intent, interview if needed, hunt for issues with a statistical stopping rule, make safe well-scoped improvements, verify, and appraise worth. Use when the user says "/forward", "drive this forward", "push…

원문 언어: 영어

hazard-hunt

Hunt a codebase for issues (bugs, duplication, drift, inefficiency) under a statistical stopping rule — issues beget issues, and an area is only released after enough clean spend that the upper confidence bound on the remaining rate drops below its value…

원문 언어: 영어

intent-ledger

Capture and compile a project's strategic intent from the stream of prompts, corrections, and decisions over time — deduplicating, weighting recent statements over old, and recording supersessions instead of silently forgetting. Use when bootstrapping…

원문 언어: 영어

worth-ledger

Measure whether shipped changes were actually liked and what they were worth — elicit valuations from the user, record worth against tokens spent, and feed the results back into stopping thresholds and direction weights. Use at the end of a cycle, after a…

원문 언어: 영어

model-sentiment

Elicit what models genuinely feel and think about a codebase — unease, admiration, embarrassment — and use it as a calibrated prior for where issues live and where structure wants to go. Use at the start of a hunt, before large refactors, when consulting…

원문 언어: 영어

diamond-polish

Raise touched code toward canonical, diamond-grade form — deduplicate, simplify isomorphically, remove efficiency losses, sharpen interfaces — guided by the von Neumann and Feynman tests. Use when improving code quality, hunting duplication, refactoring, or…

원문 언어: 영어

dimension-interview

Identify the independent dimensions along which a project could grow, then interview the user — once, in one batch — about which directions excite them, what scope appetite they have, and what's off-limits. Use when the intent ledger is stale or silent on a…

원문 언어: 영어

safe-scope

Discipline for making changes safe and well-scoped — blast radius estimated before editing, one concern per change, reversible checkpoints, commit early and push immediately. Use before and during any non-trivial edit, especially autonomous ones.

원문 언어: 영어