WGM 与配套技能
将粗略需求转成可用软件，并帮助使用者理解产出。
作者完整包包含 wgm 和 teach-me、quiz-me、rugged 三个配套技能，连接需求澄清、规划、实现循环、依据代码的讲解、知识检查与压力检验。
适用场景
- 根据粗略需求开发软件
- 学习代码库并检验理解
- 对交付结果做压力检验
使用方法
按上游安装方式保留主技能与所有配套技能，提供目标和验收条件，再对产出仓库使用学习或 rugged 流程。
Skills
wgm
Autonomous build skill that turns a rough request into working software through a relentless requirements interview (grill), a persistent plan, and a Ralph-style build loop (analyze → implement → validate → review → record). Use when the user runs /wgm, or asks to build, implement, prototype, or ship a feature or app from rough intent; when a task is ambiguous and needs requirements interrogation before coding; or for multi-step feature work that benefits from a planned, test-validated iterative loop. Supports phase modes grill, analyze, plan, build, and review, with an optional "only" qualifier to run a single phase (e.g. "/wgm analyze only"). Not for trivial one-file edits, pure debugging, or research-only questions.
agent-frontier/wgmteach-me
Companion learning skill that makes a codebase legible fast. Surveys a repository, builds a cited map, runs a guided tour in dependency order, and finishes with a validated first change so the learner has actually moved the code. Use when the user runs /teach-me, or asks to learn, understand, onboard onto, get up to speed on, or be walked through a repository — including one wgm just built for them. Supports phase modes map, tour, deep, change, and recap, with an optional "only" qualifier to run a single phase (e.g. "/teach-me tour only"). Not for answering a single narrow code question, and not for making feature changes — that is wgm's job.
agent-frontier/wgmquiz-me
Companion assessment skill that grills a user on a codebase until their understanding is proven rather than assumed. Asks one question at a time, grades every answer against the real code with citations, scores 0-100 by difficulty tier, and drills the weak areas it finds. Use when the user runs /quiz-me, or asks to be quizzed, tested, grilled, or checked on a repository — including one wgm just built for them. Supports phase modes warmup, drill, exam, and review, with an optional "only" qualifier to run a single phase (e.g. "/quiz-me drill only"). Not for teaching or explaining the codebase — that is teach-me — and not for reviewing code changes.
agent-frontier/wgmrugged
Companion review skill that stress-tests a request, spec, plan, diff, or system against the operators and environment that will actually run it, not an idealized one. Runs a disciplined lifecycle (Triage -> Context -> Bottleneck decomposition -> Simplify -> Field test -> Verdict) and emits exactly one of three verdicts -- RUGGED, FRAGILE, UNKNOWN -- backed by exact pre-build validation design or deterministic field/stress evidence rather than confident claims. Use when the user runs /rugged, or asks whether a design will hold up in the real world, survive real operators, or is over-engineered for conditions that don't exist. Supports standalone modes plan, review, stress, and recap. Read-only -- never edits product code or docs. Not for building or fixing anything -- that is wgm -- and not for weapon, firearm, or tactical guidance of any kind.
agent-frontier/wgm