菜单
Cloud + LLM spend audit, right-sizing, unit economics. Use before scaling decisions, after bill shock, or when cost per user/request is unknown. RULE: every recommendation quantified in $/month — never "cheaper". NOT for performance — use /perf.
默认使用会先检查来源的 Prompt；你也可以切换为直接命令，或下载本地副本。
决定是否安装前，请先阅读 SKILL.md，以及 SkillsMP 当前展示的配套文件。
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
直接命令不会经过审查 Prompt；运行前请先检查来源。
npx skills add https://github.com/bpmforge/attest --skill cost命令会保持在同一行。复制前请横向滚动并检查完整内容。
想先保存到本地？可下载 SkillsMP 当前能够提供的文件。
Doc-driven implementation engineer. Reads SDLC design docs first, verifies all library APIs via Context7, then writes clean production code. Enforces anti-slop rules — no over-engineering, no defensive bloat, no hallucinated APIs. Use after design docs exist.
Gauntlet loop — multi-agent quality harness: a lead sets a real reference bar (a named product, test suite, or baseline to match or beat), splits the goal into gradeable units, builders produce artifacts in clean context, and blind fresh-per-round critics grade each artifact against the bar with evidence; failures loop until every unit passes, two rounds stall, or budget runs out. NOT /challenge (verifies factual claims); NOT /review (one-pass verdict) — this rebuilds until the work beats something real.
Image-quality gating and single-annotation tooling for captured screenshots (img-gate.mjs, annotate.mjs). Placeholder skill front door — T21.2 scope only.
基于 SOC 职业分类
正在显示 SKILL.md
| name | cost |
| description | Cloud + LLM spend audit, right-sizing, unit economics. Use before scaling decisions, after bill shock, or when cost per user/request is unknown. RULE: every recommendation quantified in $/month — never "cheaper". NOT for performance — use /perf. |
Load and follow the instructions in the cost-engineer agent.
Usage:
/cost — Full spend audit → COST_AUDIT_.md/cost --rightsize — Compute/instance right-sizing from observed utilization/cost --unit — Unit-economics model (cost per user/request/job)Rule: Measure current spend before recommending anything — bill export or priced inventory, never guesses.
Workflow: Measure spend → Walk cost checklist → Right-size from p95 → Build unit economics → Rank actions by $/month → Document